Merge branch 'main' into querier/telemetrymetadata_fix_map_contains_fallback

feat(trace-details): download full trace from trace details page (#12115 )
* feat: add blob-stitching and part-fetch primitives for chunked downloads * feat: add bounded worker-pool runner for chunked downloads * feat: add trace download store, query and progress panel * feat: add download trace option to trace options menu * feat: update tests
2026-07-23 14:30:37 +01:00 · 2026-07-23 18:52:54 +05:30 · 2026-07-23 12:39:27 +00:00 · 2026-07-23 11:34:38 +00:00 · 2026-07-23 11:03:19 +00:00 · 2026-07-23 10:48:44 +00:00
910 changed files with 52924 additions and 16462 deletions
--- a/.devenv/docker/clickhouse/compose.yaml
+++ b/.devenv/docker/clickhouse/compose.yaml
@@ -1,6 +1,6 @@
 services:
  init-clickhouse:
-    image: clickhouse/clickhouse-server:25.5.6
+    image: clickhouse/clickhouse-server:25.12.5
    container_name: init-clickhouse
    command:
      - bash
@@ -18,7 +18,7 @@ services:
    volumes:
      - ${PWD}/fs/tmp/var/lib/clickhouse/user_scripts/:/var/lib/clickhouse/user_scripts/
  clickhouse:
-    image: clickhouse/clickhouse-server:25.5.6
+    image: clickhouse/clickhouse-server:25.12.5
    container_name: clickhouse
    volumes:
      - ${PWD}/fs/etc/clickhouse-server/config.d/config.xml:/etc/clickhouse-server/config.d/config.xml
@@ -67,7 +67,7 @@ services:
      timeout: 5s
      retries: 3
  telemetrystore-migrator:
-    image: signoz/signoz-otel-collector:v0.142.0
+    image: signoz/signoz-otel-collector:v0.144.6
    container_name: telemetrystore-migrator
    environment:
      - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_DSN=tcp://clickhouse:9000
--- a/.github/workflows/integrationci.yaml
+++ b/.github/workflows/integrationci.yaml
@@ -54,22 +54,25 @@ jobs:
          - querierscalar
          - queriercommon
          - rawexportdata
+          - querierauthz
          - role
          - rootuser
          - serviceaccount
+          - spanmapper
          - querier_json_body
          - querier_skip_resource_fingerprint
          - ttl
+          - clickhousecluster
+          - metricreduction
        sqlstore-provider:
          - postgres
          - sqlite
        sqlite-mode:
          - wal
        clickhouse-version:
-          - 25.5.6
          - 25.12.5
        schema-migrator-version:
-          - v0.144.3
+          - v0.144.6
        postgres-version:
          - 15
    if: |
--- a/conf/example.yaml
+++ b/conf/example.yaml
@@ -9,6 +9,11 @@ global:
  # the path component (e.g. /signoz in https://example.com/signoz) is used
  # as the base path for all HTTP routes (both API and web frontend).
  external_url: <unset>
+  # origins (scheme://host[:port], no path) allowed as login redirect targets. include
+  # the origin the signoz ui is served on. when not configured, redirect targets are
+  # not validated.
+  # allowed_origins:
+  #   - https://signoz.example.com
  # the url where the SigNoz backend receives telemetry data (traces, metrics, logs) from instrumented applications.
  ingestion_url: <unset>
  # the url of the SigNoz MCP server. when unset, the MCP settings page is hidden in the frontend.
--- a/docs/api/openapi.yml
+++ b/docs/api/openapi.yml
--- a/ee/authz/openfgaauthz/provider.go
+++ b/ee/authz/openfgaauthz/provider.go
@@ -223,17 +223,12 @@ func (provider *provider) Update(ctx context.Context, orgID valuer.UUID, updated
 		return err
 	}

-	existingGroups := authtypes.MustNewTransactionGroupsFromTuples(existingTuples)
-	additions, deletions := existingGroups.Diff(updatedRole.TransactionGroups)
-	additionTuples, err := authtypes.NewTuplesFromTransactionGroups(existingRole.Name, orgID, additions)
+	desiredTuples, err := authtypes.NewTuplesFromTransactionGroups(existingRole.Name, orgID, updatedRole.TransactionGroups)
 	if err != nil {
 		return err
 	}

-	deletionTuples, err := authtypes.NewTuplesFromTransactionGroups(existingRole.Name, orgID, deletions)
-	if err != nil {
-		return err
-	}
+	additionTuples, deletionTuples := authtypes.DiffTuples(existingTuples, desiredTuples)

 	err = provider.Write(ctx, additionTuples, deletionTuples)
 	if err != nil {
--- a/ee/query-service/rules/manager_test.go
+++ b/ee/query-service/rules/manager_test.go
@@ -240,17 +240,17 @@ func TestManager_TestNotification_SendUnmatched_PromRule(t *testing.T) {
 					mock := mockStore.Mock()

 					// Mock the fingerprint query (for Prometheus label matching)
+					// args: $1=metric_name (the __name__ matcher maps onto the column)
 					mock.ExpectQuery("SELECT fingerprint, any").
-						WithArgs("test_metric", "__name__", "test_metric").
+						WithArgs("test_metric").
 						WillReturnRows(fingerprintRows)

 					// Mock the samples query (for Prometheus metric data)
+					// args: metric_name IN (discovered names), subquery metric_name, start, end
 					mock.ExpectQuery("SELECT metric_name, fingerprint, unix_milli").
 						WithArgs(
 							"test_metric",
 							"test_metric",
-							"__name__",
-							"test_metric",
 							queryStart,
 							queryEnd,
 						).
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -64,7 +64,7 @@
    "antd": "5.11.0",
    "antd-table-saveas-excel": "2.2.1",
    "antlr4": "4.13.2",
-    "axios": "1.16.0",
+    "axios": "1.18.0",
    "babel-jest": "^29.6.4",
    "chart.js": "3.9.1",
    "chartjs-adapter-date-fns": "^2.0.0",
@@ -74,7 +74,7 @@
    "crypto-js": "4.2.0",
    "d3-hierarchy": "3.1.2",
    "dayjs": "^1.10.7",
-    "dompurify": "3.4.11",
+    "dompurify": "3.4.12",
    "event-source-polyfill": "1.0.31",
    "eventemitter3": "5.0.1",
    "history": "4.10.1",
@@ -89,7 +89,7 @@
    "lodash-es": "^4.17.21",
    "motion": "12.4.13",
    "nuqs": "2.8.8",
-    "overlayscrollbars": "^2.8.1",
+    "overlayscrollbars": "^2.16.0",
    "overlayscrollbars-react": "^0.5.6",
    "papaparse": "5.4.1",
    "posthog-js": "1.298.0",
@@ -199,9 +199,9 @@
    "react-resizable": "3.0.4",
    "redux-mock-store": "1.5.4",
    "sass": "1.97.3",
-    "sharp": "0.34.5",
+    "sharp": "0.35.0",
    "stylelint": "17.7.0",
-    "svgo": "4.0.1",
+    "svgo": "4.0.2",
    "ts-jest": "29.4.9",
    "typescript-plugin-css-modules": "5.2.0",
    "use-sync-external-store": "1.6.0",
@@ -221,5 +221,18 @@
    "*.(scss|css)": [
      "stylelint"
    ]
+  },
+  "overrides": {
+    "@babel/core@<=7.29.0": ">=7.29.6 <8",
+    "@istanbuljs/load-nyc-config>js-yaml": ">=4.2.0 <5",
+    "cookie@<0.7.0": ">=0.7.1 <1",
+    "dompurify@<=3.4.10": ">=3.4.11 <4",
+    "esbuild@>=0.27.3 <0.28.1": ">=0.28.1 <0.29.0",
+    "js-cookie@<=3.0.5": ">=3.0.7 <4",
+    "js-yaml@>=4.0.0 <=4.1.1": ">=4.2.0 <5",
+    "prismjs@<1.30.0": ">=1.30.0 <2",
+    "react-router@>=6.7.0 <6.30.4": ">=6.30.4 <7",
+    "tmp@<0.2.6": ">=0.2.6 <0.3.0",
+    "yaml@>=1.0.0 <1.10.3": ">=1.10.3 <2"
  }
-}
+}
--- a/frontend/pnpm-lock.yaml
+++ b/frontend/pnpm-lock.yaml
@@ -112,8 +112,8 @@ importers:
        specifier: 4.13.2
        version: 4.13.2
      axios:
-        specifier: 1.16.0
-        version: 1.16.0
+        specifier: 1.18.0
+        version: 1.18.0
      babel-jest:
        specifier: ^29.6.4
        version: 29.6.4(@babel/core@7.29.7)
@@ -142,8 +142,8 @@ importers:
        specifier: ^1.10.7
        version: 1.11.20
      dompurify:
-        specifier: 3.4.11
-        version: 3.4.11
+        specifier: 3.4.12
+        version: 3.4.12
      event-source-polyfill:
        specifier: 1.0.31
        version: 1.0.31
@@ -187,11 +187,11 @@ importers:
        specifier: 2.8.8
        version: 2.8.8(react-router-dom@5.3.4(react@18.2.0))(react-router@6.30.4(react@18.2.0))(react@18.2.0)
      overlayscrollbars:
-        specifier: ^2.8.1
-        version: 2.9.2
+        specifier: ^2.16.0
+        version: 2.16.0
      overlayscrollbars-react:
        specifier: ^0.5.6
-        version: 0.5.6(overlayscrollbars@2.9.2)(react@18.2.0)
+        version: 0.5.6(overlayscrollbars@2.16.0)(react@18.2.0)
      papaparse:
        specifier: 5.4.1
        version: 5.4.1
@@ -476,14 +476,14 @@ importers:
        specifier: 1.97.3
        version: 1.97.3
      sharp:
-        specifier: 0.34.5
-        version: 0.34.5
+        specifier: 0.35.0
+        version: 0.35.0
      stylelint:
        specifier: 17.7.0
        version: 17.7.0(typescript@5.9.3)
      svgo:
-        specifier: 4.0.1
-        version: 4.0.1
+        specifier: 4.0.2
+        version: 4.0.2
      ts-jest:
        specifier: 29.4.9
        version: 29.4.9(@babel/core@7.29.7)(@jest/transform@30.4.1)(@jest/types@30.2.0)(babel-jest@29.6.4(@babel/core@7.29.7))(esbuild@0.28.1)(jest-util@30.4.1)(jest@30.2.0(@types/node@16.18.25)(babel-plugin-macros@3.1.0)(ts-node@10.9.1(@types/node@16.18.25)(typescript@5.9.3)))(typescript@5.9.3)
@@ -501,7 +501,7 @@ importers:
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      vite-plugin-image-optimizer:
        specifier: 2.0.3
-        version: 2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.34.5)(svgo@4.0.1)
+        version: 2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.35.0)(svgo@4.0.2)
      vite-tsconfig-paths:
        specifier: 6.1.1
        version: 6.1.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(typescript@5.9.3)
@@ -1460,6 +1460,9 @@ packages:
  '@emnapi/core@1.8.1':
    resolution: {integrity: sha512-AvT9QFpxK0Zd8J0jopedNm+w/2fIzvtPKPjqyw9jwvBaReTTqPBk9Hixaz7KbjimP+QNz605/XnjFcDAL2pqBg==}

+  '@emnapi/runtime@1.11.2':
+    resolution: {integrity: sha512-kyOl3X0DuTiT1h2ft8r2fYO8JYtU9a9Xis/zBSiGArNaagCOWx90N1k2wxp18czFDH+OgcWGb5ZP/XMt3dcyPA==}
+
  '@emnapi/runtime@1.8.1':
    resolution: {integrity: sha512-mehfKSMWjjNol8659Z8KxEMrdSJDDot5SXMq00dM8BN4o+CLNXQ0xH2V7EchNHV4RmbZLmmPdEaXZc5H2FXmDg==}

@@ -1714,156 +1717,165 @@ packages:
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+  '@img/colour@1.1.0':
+    resolution: {integrity: sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==}
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    cpu: [arm64]
    os: [darwin]

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    libc: [glibc]

-  '@img/sharp-linux-arm@0.34.5':
-    resolution: {integrity: sha512-9dLqsvwtg1uuXBGZKsxem9595+ujv0sJ6Vi8wcTANSFpwV/GONat5eCkzQo/1O6zRIkh0m/8+5BjrRr7jDUSZw==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linux-arm@0.35.0':
+    resolution: {integrity: sha512-VVlpEWwizEFIOom0zdoeKuO5nuTswzVE5uHcBNvHzmeHUpNFajY3HFfbQ+zIH4E2kVaZ/yVxmsShW56TtEy4uA==}
+    engines: {node: '>=20.9.0'}
    cpu: [arm]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-ppc64@0.34.5':
-    resolution: {integrity: sha512-7zznwNaqW6YtsfrGGDA6BRkISKAAE1Jo0QdpNYXNMHu2+0dTrPflTLNkpc8l7MUP5M16ZJcUvysVWWrMefZquA==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linux-ppc64@0.35.0':
+    resolution: {integrity: sha512-N3hzbEpUTJC8pWpPVJvgzGxM+so/MAXc8O2s/53B0LL9ZGpfXpME7Wizkc5d/8fRBlBtkDjzoZGDCqqNDHqLEw==}
+    engines: {node: '>=20.9.0'}
    cpu: [ppc64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-riscv64@0.34.5':
-    resolution: {integrity: sha512-51gJuLPTKa7piYPaVs8GmByo7/U7/7TZOq+cnXJIHZKavIRHAP77e3N2HEl3dgiqdD/w0yUfiJnII77PuDDFdw==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linux-riscv64@0.35.0':
+    resolution: {integrity: sha512-l6vmKVPnbS0RhVMbyxP5meAARsbhCnBN4fy31qz0+3a6Rv4jEqfzDrT89y6ZPkCi0AJGnwp2En528yXo401Hpw==}
+    engines: {node: '>=20.9.0'}
    cpu: [riscv64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-s390x@0.34.5':
-    resolution: {integrity: sha512-nQtCk0PdKfho3eC5MrbQoigJ2gd1CgddUMkabUj+rBevs8tZ2cULOx46E7oyX+04WGfABgIwmMC0VqieTiR4jg==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linux-s390x@0.35.0':
+    resolution: {integrity: sha512-MYlMiPFiv/EKPAHnp3yNZ9AAWFsxga9c5Bkc6wkar6bqzHLlkGVJHRm0u1ei+VXnZxp3Mz9MG9ZIsI8vSOf3sQ==}
+    engines: {node: '>=20.9.0'}
    cpu: [s390x]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linux-x64@0.34.5':
-    resolution: {integrity: sha512-MEzd8HPKxVxVenwAa+JRPwEC7QFjoPWuS5NZnBt6B3pu7EG2Ge0id1oLHZpPJdn3OQK+BQDiw9zStiHBTJQQQQ==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linux-x64@0.35.0':
+    resolution: {integrity: sha512-TYaItB5oj1ioXjhyn2xrR208vf+YuIIcHptQWRRaBmFhvIvL9D72DXN8w75xup0KXA8UdEAhQ9Qb2S49FD/9Cw==}
+    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [linux]
    libc: [glibc]

-  '@img/sharp-linuxmusl-arm64@0.34.5':
-    resolution: {integrity: sha512-fprJR6GtRsMt6Kyfq44IsChVZeGN97gTD331weR1ex1c1rypDEABN6Tm2xa1wE6lYb5DdEnk03NZPqA7Id21yg==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linuxmusl-arm64@0.35.0':
+    resolution: {integrity: sha512-DSTb6ijQzqe6DdAaOBVqJ/SYf1vO8EW5bK6X6LRXufEBebf2722VCdvBUtZ3rtV0x2ApfPNDy/p7LrrjaWjiyQ==}
+    engines: {node: '>=20.9.0'}
    cpu: [arm64]
    os: [linux]
    libc: [musl]

-  '@img/sharp-linuxmusl-x64@0.34.5':
-    resolution: {integrity: sha512-Jg8wNT1MUzIvhBFxViqrEhWDGzqymo3sV7z7ZsaWbZNDLXRJZoRGrjulp60YYtV4wfY8VIKcWidjojlLcWrd8Q==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-linuxmusl-x64@0.35.0':
+    resolution: {integrity: sha512-K7ykQ+26Rt6+4BTU80AuGgTPIYX86UxiAKT4rcXX/WNTo7k1ZxpKz+TguHnwVpCqQK3B5PK0vZ0ZBe6nz/ib1w==}
+    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [linux]
    libc: [musl]

-  '@img/sharp-wasm32@0.34.5':
-    resolution: {integrity: sha512-OdWTEiVkY2PHwqkbBI8frFxQQFekHaSSkUIJkwzclWZe64O1X4UlUjqqqLaPbUpMOQk6FBu/HtlGXNblIs0huw==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-wasm32@0.35.0':
+    resolution: {integrity: sha512-9woLIFORERCr+6cWu87dQ22J34EExkhc73U1kZW0c+RclQqWetoodByp4dWZ/hN8/KVmTRAx2HOnUwib8AwZdA==}
+    engines: {node: '>=20.9.0'}
+
+  '@img/sharp-webcontainers-wasm32@0.35.0':
+    resolution: {integrity: sha512-t+kie1TOyaDM6Dho+f+y0VqIUNhYQaKCUahuZVi0E0frgdiaOaPsDxDW3wfKacUdaNBCnK/ZDBMg33ydvHj8uA==}
+    engines: {node: '>=20.9.0'}
    cpu: [wasm32]

-  '@img/sharp-win32-arm64@0.34.5':
-    resolution: {integrity: sha512-WQ3AgWCWYSb2yt+IG8mnC6Jdk9Whs7O0gxphblsLvdhSpSTtmu69ZG1Gkb6NuvxsNACwiPV6cNSZNzt0KPsw7g==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-win32-arm64@0.35.0':
+    resolution: {integrity: sha512-M5eKxug0dabbaWgFKvPa3odNs2OpaP+81NASfGKkt4GcYXpNhSu7CaeYxWkLNV6vHmUp4hnCxnxrUyhUJhXbKA==}
+    engines: {node: '>=20.9.0'}
    cpu: [arm64]
    os: [win32]

-  '@img/sharp-win32-ia32@0.34.5':
-    resolution: {integrity: sha512-FV9m/7NmeCmSHDD5j4+4pNI8Cp3aW+JvLoXcTUo0IqyjSfAZJ8dIUmijx1qaJsIiU+Hosw6xM5KijAWRJCSgNg==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-win32-ia32@0.35.0':
+    resolution: {integrity: sha512-z0+pZ03QCDvdVN0Ez9IX/yjWC19ikMlXrmdYMwYNLTh2BLPx3hXWPvyqWfquZ0BTO9O6GVOjIVoTcyyacMnWlQ==}
+    engines: {node: ^20.9.0}
    cpu: [ia32]
    os: [win32]

-  '@img/sharp-win32-x64@0.34.5':
-    resolution: {integrity: sha512-+29YMsqY2/9eFEiW93eqWnuLcWcufowXewwSNIT6UwZdUUCrM3oFjMWH/Z6/TMmb4hlFenmfAVbpWeup2jryCw==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  '@img/sharp-win32-x64@0.35.0':
+    resolution: {integrity: sha512-feNnlz5ZHKr0MY1LPHvZQyJeBkbo4ctsn0D8FvA53VTw5TC63rfEL2UrWbkSBR19htSE7Mw78xYVwdJqoMWVHw==}
+    engines: {node: '>=20.9.0'}
    cpu: [x64]
    os: [win32]

@@ -4075,8 +4087,8 @@ packages:
    resolution: {integrity: sha512-wvUjBtSGN7+7SjNpq/9M2Tg350UZD3q62IFZLbRAR1bSMlCo1ZaeW+BJ+D090e4hIIZLBcTDWe4Mh4jvUDajzQ==}
    engines: {node: '>= 0.4'}

-  axios@1.16.0:
-    resolution: {integrity: sha512-6hp5CwvTPlN2A31g5dxnwAX0orzM7pmCRDLnZSX772mv8WDqICwFjowHuPs04Mc8deIld1+ejhtaMn5vp6b+1w==}
+  axios@1.18.0:
+    resolution: {integrity: sha512-E32NzpYKp++W7XRe52rHiXV2ehxmh3wbdgO7MHeFM+vqxLBYHzt0ElkiImtOBxtOmyp0yoC8C6uESVV84Y2/hw==}

  babel-jest@29.6.4:
    resolution: {integrity: sha512-meLj23UlSLddj6PC+YTOFRgDAtjnZom8w/ACsrx0gtPtv5cJZk0A5Unk5bV4wixD7XaPCN1fQvpww8czkZURmw==}
@@ -4881,8 +4893,8 @@ packages:
    resolution: {integrity: sha512-cgwlv/1iFQiFnU96XXgROh8xTeetsnJiDsTc7TYCLFd9+/WNkIqPTxiM/8pSd8VIrhXGTf1Ny1q1hquVqDJB5w==}
    engines: {node: '>= 4'}

-  dompurify@3.4.11:
-    resolution: {integrity: sha512-zhlUV12GsaRzMsf9q5M254YhA4+VuF0fG+QFqu6aYpoGlKtz+w8//jBcGVYBgQkR5GHjUomejY84AV+/uPbWdw==}
+  dompurify@3.4.12:
+    resolution: {integrity: sha512-zQvGet8Z2sWbQhCmfFz/T5QWH2oBmjnqK3qvOjaqaNLrLEF912WamU+ohnTp0TCep/MFVHpdJuCZEdFOdTnEFg==}

  domutils@2.8.0:
    resolution: {integrity: sha512-w96Cjofp72M5IIhpjgobBimYEfoPjx1Vx0BSX9P30WBdZW2WIKU0T1Bd0kz2eNZ9ikjKgHbEyKx8BB6H1L3h3A==}
@@ -5448,10 +5460,6 @@ packages:
    resolution: {integrity: sha512-iZyKG96/JwPz1N55vj2Ie2vXbhu440zfUfJvSwEqEbeLluk7NnapfGqa7LH0mOsnDxTF85Mx8/dyR6HfqcbmbQ==}
    engines: {node: '>=20'}

-  hasown@2.0.2:
-    resolution: {integrity: sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==}
-    engines: {node: '>= 0.4'}
-
  hasown@2.0.4:
    resolution: {integrity: sha512-T2UbfbBEF32wiepXIsMlTW9+dDYC6wMh/t/vYA4tuOMKqWz/n3vr1NFSxQiyP+zk2mXsoMA/i/7qV6LKut1t1A==}
    engines: {node: '>= 0.4'}
@@ -6941,8 +6949,8 @@ packages:
      overlayscrollbars: ^2.0.0
      react: '>=16.8.0'

-  overlayscrollbars@2.9.2:
-    resolution: {integrity: sha512-iDT84r39i7oWP72diZN2mbJUsn/taCq568aQaIrc84S87PunBT7qtsVltAF2esk7ORTRjQDnfjVYoqqTzgs8QA==}
+  overlayscrollbars@2.16.0:
+    resolution: {integrity: sha512-N03oje/q7j93D0aLZtoCdsDSYLmhheSsv8H7oSLE7HhdV9P/bmCURtLV/KbPye7P/bpfyt/obSfDpGUYoJ0OWg==}

  oxfmt@0.54.0:
    resolution: {integrity: sha512-DjnMwn7smSLF+Mc2+pRItnuPftm/dkUFpY/d4+33y9TfKrsHZo8GLhmUg9BrOIUEy94Rlom1Q11N6vuhE+e0oQ==}
@@ -8062,10 +8070,6 @@ packages:
  sax@1.3.0:
    resolution: {integrity: sha512-0s+oAmw9zLl1V1cS9BtZN7JAd0cW5e0QH4W3LWEK6a4LaLEA2OTpGYWDY+6XasBLtz6wkm3u1xRw95mRuJ59WA==}

-  sax@1.4.4:
-    resolution: {integrity: sha512-1n3r/tGXO6b6VXMdFT54SHzT9ytu9yr7TaELowdYpMqY/Ao7EnlQGmAQ1+RatX7Tkkdm6hONI2owqNx2aZj5Sw==}
-    engines: {node: '>=11.0.0'}
-
  sax@1.6.0:
    resolution: {integrity: sha512-6R3J5M4AcbtLUdZmRv2SygeVaM7IhrLXu9BmnOGmmACak8fiUtOsYNWUS4uK7upbmHIBbLBeFeI//477BKLBzA==}
    engines: {node: '>=11.0.0'}
@@ -8122,9 +8126,9 @@ packages:
  shallowequal@1.1.0:
    resolution: {integrity: sha512-y0m1JoUZSlPAjXVtPPW70aZWfIL/dSP7AFkRnniLCrK/8MDKog3TySTBmckD+RObVxH0v4Tox67+F14PdED2oQ==}

-  sharp@0.34.5:
-    resolution: {integrity: sha512-Ou9I5Ft9WNcCbXrU9cMgPBcCK8LiwLqcbywW3t4oDV37n1pzpuNLsYiAV8eODnjbtQlSDwZ2cUEeQz4E54Hltg==}
-    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+  sharp@0.35.0:
+    resolution: {integrity: sha512-BqvG5XbwPZ4NV0DK90d86leEECMsoa8bO0nqnKWlBDYxri4GJ7c4EDInaF6q20lTh/mATmnDIKWJFfXnoVfH5g==}
+    engines: {node: '>=20.9.0'}

  shebang-command@2.0.0:
    resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==}
@@ -8376,8 +8380,8 @@ packages:
  svg-tags@1.0.0:
    resolution: {integrity: sha512-ovssysQTa+luh7A5Weu3Rta6FJlFBBbInjOh722LIt6klpU2/HtdUbszju/G4devcvk8PGt7FCLv5wftu3THUA==}

-  svgo@4.0.1:
-    resolution: {integrity: sha512-XDpWUOPC6FEibaLzjfe0ucaV0YrOjYotGJO1WpF0Zd+n6ZGEQUsSugaoLq9QkEZtAfQIxT42UChcssDVPP3+/w==}
+  svgo@4.0.2:
+    resolution: {integrity: sha512-ekx94z1rRc5LDi6oSUaeRnYhd0UOJxdtQCL2rF8xpWxD3TPAsISWOrxezqGovqS38GRZOdpDfvQe3ts6F7nsng==}
    engines: {node: '>=16'}
    hasBin: true

@@ -10281,6 +10285,11 @@ snapshots:
      tslib: 2.8.1
    optional: true

+  '@emnapi/runtime@1.11.2':
+    dependencies:
+      tslib: 2.8.1
+    optional: true
+
  '@emnapi/runtime@1.8.1':
    dependencies:
      tslib: 2.8.1
@@ -10444,7 +10453,7 @@ snapshots:
      '@types/string-hash': 1.1.3
      d3-interpolate: 3.0.1
      date-fns: 4.1.0
-      dompurify: 3.4.11
+      dompurify: 3.4.12
      eventemitter3: 5.0.1
      fast_array_intersect: 1.1.0
      history: 4.10.1
@@ -10485,100 +10494,110 @@ snapshots:

  '@humanwhocodes/retry@0.4.3': {}

-  '@img/colour@1.0.0': {}
+  '@img/colour@1.1.0': {}

-  '@img/sharp-darwin-arm64@0.34.5':
+  '@img/sharp-darwin-arm64@0.35.0':
    optionalDependencies:
-      '@img/sharp-libvips-darwin-arm64': 1.2.4
+      '@img/sharp-libvips-darwin-arm64': 1.3.0
    optional: true

-  '@img/sharp-darwin-x64@0.34.5':
+  '@img/sharp-darwin-x64@0.35.0':
    optionalDependencies:
-      '@img/sharp-libvips-darwin-x64': 1.2.4
+      '@img/sharp-libvips-darwin-x64': 1.3.0
    optional: true

-  '@img/sharp-libvips-darwin-arm64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-darwin-x64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linux-arm64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linux-arm@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linux-ppc64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linux-riscv64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linux-s390x@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linux-x64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linuxmusl-arm64@1.2.4':
-    optional: true
-
-  '@img/sharp-libvips-linuxmusl-x64@1.2.4':
-    optional: true
-
-  '@img/sharp-linux-arm64@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linux-arm64': 1.2.4
-    optional: true
-
-  '@img/sharp-linux-arm@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linux-arm': 1.2.4
-    optional: true
-
-  '@img/sharp-linux-ppc64@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linux-ppc64': 1.2.4
-    optional: true
-
-  '@img/sharp-linux-riscv64@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linux-riscv64': 1.2.4
-    optional: true
-
-  '@img/sharp-linux-s390x@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linux-s390x': 1.2.4
-    optional: true
-
-  '@img/sharp-linux-x64@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linux-x64': 1.2.4
-    optional: true
-
-  '@img/sharp-linuxmusl-arm64@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linuxmusl-arm64': 1.2.4
-    optional: true
-
-  '@img/sharp-linuxmusl-x64@0.34.5':
-    optionalDependencies:
-      '@img/sharp-libvips-linuxmusl-x64': 1.2.4
-    optional: true
-
-  '@img/sharp-wasm32@0.34.5':
+  '@img/sharp-freebsd-wasm32@0.35.0':
    dependencies:
-      '@emnapi/runtime': 1.8.1
+      '@img/sharp-wasm32': 0.35.0
    optional: true

-  '@img/sharp-win32-arm64@0.34.5':
+  '@img/sharp-libvips-darwin-arm64@1.3.0':
    optional: true

-  '@img/sharp-win32-ia32@0.34.5':
+  '@img/sharp-libvips-darwin-x64@1.3.0':
    optional: true

-  '@img/sharp-win32-x64@0.34.5':
+  '@img/sharp-libvips-linux-arm64@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linux-arm@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linux-ppc64@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linux-riscv64@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linux-s390x@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linux-x64@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linuxmusl-arm64@1.3.0':
+    optional: true
+
+  '@img/sharp-libvips-linuxmusl-x64@1.3.0':
+    optional: true
+
+  '@img/sharp-linux-arm64@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-arm64': 1.3.0
+    optional: true
+
+  '@img/sharp-linux-arm@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-arm': 1.3.0
+    optional: true
+
+  '@img/sharp-linux-ppc64@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-ppc64': 1.3.0
+    optional: true
+
+  '@img/sharp-linux-riscv64@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-riscv64': 1.3.0
+    optional: true
+
+  '@img/sharp-linux-s390x@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-s390x': 1.3.0
+    optional: true
+
+  '@img/sharp-linux-x64@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-x64': 1.3.0
+    optional: true
+
+  '@img/sharp-linuxmusl-arm64@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linuxmusl-arm64': 1.3.0
+    optional: true
+
+  '@img/sharp-linuxmusl-x64@0.35.0':
+    optionalDependencies:
+      '@img/sharp-libvips-linuxmusl-x64': 1.3.0
+    optional: true
+
+  '@img/sharp-wasm32@0.35.0':
+    dependencies:
+      '@emnapi/runtime': 1.11.2
+    optional: true
+
+  '@img/sharp-webcontainers-wasm32@0.35.0':
+    dependencies:
+      '@img/sharp-wasm32': 0.35.0
+    optional: true
+
+  '@img/sharp-win32-arm64@0.35.0':
+    optional: true
+
+  '@img/sharp-win32-ia32@0.35.0':
+    optional: true
+
+  '@img/sharp-win32-x64@0.35.0':
    optional: true

  '@isaacs/cliui@8.0.2':
@@ -12983,13 +13002,15 @@ snapshots:
    dependencies:
      possible-typed-array-names: 1.1.0

-  axios@1.16.0:
+  axios@1.18.0:
    dependencies:
      follow-redirects: 1.16.0
      form-data: 4.0.6
+      https-proxy-agent: 5.0.1
      proxy-from-env: 2.1.0
    transitivePeerDependencies:
      - debug
+      - supports-color

  babel-jest@29.6.4(@babel/core@7.29.7):
    dependencies:
@@ -13843,7 +13864,7 @@ snapshots:
    dependencies:
      domelementtype: 2.3.0

-  dompurify@3.4.11:
+  dompurify@3.4.12:
    optionalDependencies:
      '@types/trusted-types': 2.0.7

@@ -14498,10 +14519,6 @@ snapshots:
    dependencies:
      hookified: 1.15.1

-  hasown@2.0.2:
-    dependencies:
-      function-bind: 1.1.2
-
  hasown@2.0.4:
    dependencies:
      function-bind: 1.1.2
@@ -14738,7 +14755,7 @@ snapshots:
  internal-slot@1.1.0:
    dependencies:
      es-errors: 1.3.0
-      hasown: 2.0.2
+      hasown: 2.0.4
      side-channel: 1.1.0

  internmap@2.0.3: {}
@@ -14792,7 +14809,7 @@ snapshots:

  is-core-module@2.16.1:
    dependencies:
-      hasown: 2.0.2
+      hasown: 2.0.4

  is-date-object@1.1.0:
    dependencies:
@@ -14861,7 +14878,7 @@ snapshots:
      call-bound: 1.0.4
      gopd: 1.2.0
      has-tostringtag: 1.0.2
-      hasown: 2.0.2
+      hasown: 2.0.4

  is-set@2.0.3: {}

@@ -16177,7 +16194,7 @@ snapshots:

  monaco-editor@0.55.1:
    dependencies:
-      dompurify: 3.4.11
+      dompurify: 3.4.12
      marked: 14.0.0

  motion-dom@11.18.1:
@@ -16272,7 +16289,7 @@ snapshots:
    dependencies:
      debug: 3.2.7
      iconv-lite: 0.6.3
-      sax: 1.4.4
+      sax: 1.6.0
    transitivePeerDependencies:
      - supports-color
    optional: true
@@ -16456,12 +16473,12 @@ snapshots:

  outvariant@1.4.0: {}

-  overlayscrollbars-react@0.5.6(overlayscrollbars@2.9.2)(react@18.2.0):
+  overlayscrollbars-react@0.5.6(overlayscrollbars@2.16.0)(react@18.2.0):
    dependencies:
-      overlayscrollbars: 2.9.2
+      overlayscrollbars: 2.16.0
      react: 18.2.0

-  overlayscrollbars@2.9.2: {}
+  overlayscrollbars@2.16.0: {}

  oxfmt@0.54.0:
    dependencies:
@@ -17741,9 +17758,6 @@ snapshots:
  sax@1.3.0:
    optional: true

-  sax@1.4.4:
-    optional: true
-
  sax@1.6.0: {}

  saxes@6.0.0:
@@ -17797,36 +17811,37 @@ snapshots:

  shallowequal@1.1.0: {}

-  sharp@0.34.5:
+  sharp@0.35.0:
    dependencies:
-      '@img/colour': 1.0.0
+      '@img/colour': 1.1.0
      detect-libc: 2.1.2
      semver: 7.8.5
    optionalDependencies:
-      '@img/sharp-darwin-arm64': 0.34.5
-      '@img/sharp-darwin-x64': 0.34.5
-      '@img/sharp-libvips-darwin-arm64': 1.2.4
-      '@img/sharp-libvips-darwin-x64': 1.2.4
-      '@img/sharp-libvips-linux-arm': 1.2.4
-      '@img/sharp-libvips-linux-arm64': 1.2.4
-      '@img/sharp-libvips-linux-ppc64': 1.2.4
-      '@img/sharp-libvips-linux-riscv64': 1.2.4
-      '@img/sharp-libvips-linux-s390x': 1.2.4
-      '@img/sharp-libvips-linux-x64': 1.2.4
-      '@img/sharp-libvips-linuxmusl-arm64': 1.2.4
-      '@img/sharp-libvips-linuxmusl-x64': 1.2.4
-      '@img/sharp-linux-arm': 0.34.5
-      '@img/sharp-linux-arm64': 0.34.5
-      '@img/sharp-linux-ppc64': 0.34.5
-      '@img/sharp-linux-riscv64': 0.34.5
-      '@img/sharp-linux-s390x': 0.34.5
-      '@img/sharp-linux-x64': 0.34.5
-      '@img/sharp-linuxmusl-arm64': 0.34.5
-      '@img/sharp-linuxmusl-x64': 0.34.5
-      '@img/sharp-wasm32': 0.34.5
-      '@img/sharp-win32-arm64': 0.34.5
-      '@img/sharp-win32-ia32': 0.34.5
-      '@img/sharp-win32-x64': 0.34.5
+      '@img/sharp-darwin-arm64': 0.35.0
+      '@img/sharp-darwin-x64': 0.35.0
+      '@img/sharp-freebsd-wasm32': 0.35.0
+      '@img/sharp-libvips-darwin-arm64': 1.3.0
+      '@img/sharp-libvips-darwin-x64': 1.3.0
+      '@img/sharp-libvips-linux-arm': 1.3.0
+      '@img/sharp-libvips-linux-arm64': 1.3.0
+      '@img/sharp-libvips-linux-ppc64': 1.3.0
+      '@img/sharp-libvips-linux-riscv64': 1.3.0
+      '@img/sharp-libvips-linux-s390x': 1.3.0
+      '@img/sharp-libvips-linux-x64': 1.3.0
+      '@img/sharp-libvips-linuxmusl-arm64': 1.3.0
+      '@img/sharp-libvips-linuxmusl-x64': 1.3.0
+      '@img/sharp-linux-arm': 0.35.0
+      '@img/sharp-linux-arm64': 0.35.0
+      '@img/sharp-linux-ppc64': 0.35.0
+      '@img/sharp-linux-riscv64': 0.35.0
+      '@img/sharp-linux-s390x': 0.35.0
+      '@img/sharp-linux-x64': 0.35.0
+      '@img/sharp-linuxmusl-arm64': 0.35.0
+      '@img/sharp-linuxmusl-x64': 0.35.0
+      '@img/sharp-webcontainers-wasm32': 0.35.0
+      '@img/sharp-win32-arm64': 0.35.0
+      '@img/sharp-win32-ia32': 0.35.0
+      '@img/sharp-win32-x64': 0.35.0

  shebang-command@2.0.0:
    dependencies:
@@ -18124,7 +18139,7 @@ snapshots:

  svg-tags@1.0.0: {}

-  svgo@4.0.1:
+  svgo@4.0.2:
    dependencies:
      commander: 11.1.0
      css-select: 5.2.2
@@ -18591,14 +18606,14 @@ snapshots:
      pathe: 0.2.0
      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)

-  vite-plugin-image-optimizer@2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.34.5)(svgo@4.0.1):
+  vite-plugin-image-optimizer@2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.35.0)(svgo@4.0.2):
    dependencies:
      ansi-colors: 4.1.3
      pathe: 2.0.3
      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
    optionalDependencies:
-      sharp: 0.34.5
-      svgo: 4.0.1
+      sharp: 0.35.0
+      svgo: 4.0.2

  vite-tsconfig-paths@6.1.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(typescript@5.9.3):
    dependencies:
--- a/frontend/public/locales/en-GB/titles.json
+++ b/frontend/public/locales/en-GB/titles.json
@@ -62,6 +62,7 @@
 	"TRACES_FUNNELS_DETAIL": "SigNoz | Funnel",
 	"INTEGRATIONS_DETAIL": "SigNoz | Integration",
 	"PUBLIC_DASHBOARD": "SigNoz | Dashboard",
-	"LLM_OBSERVABILITY_OVERVIEW": "SigNoz | LLM Observability Overview",
-	"LLM_OBSERVABILITY_CONFIGURATION": "SigNoz | LLM Observability Configuration"
+	"AI_OBSERVABILITY_OVERVIEW": "SigNoz | AI Observability Overview",
+	"AI_OBSERVABILITY_CONFIGURATION": "SigNoz | AI Observability Configuration",
+	"AI_OBSERVABILITY_ATTRIBUTE_MAPPING": "SigNoz | AI Observability Attribute Mapping"
 }
--- a/frontend/public/locales/en/titles.json
+++ b/frontend/public/locales/en/titles.json
@@ -87,6 +87,7 @@
 	"TRACES_FUNNELS_DETAIL": "SigNoz | Funnel",
 	"INTEGRATIONS_DETAIL": "SigNoz | Integration",
 	"PUBLIC_DASHBOARD": "SigNoz | Dashboard",
-	"LLM_OBSERVABILITY_OVERVIEW": "SigNoz | LLM Observability Overview",
-	"LLM_OBSERVABILITY_CONFIGURATION": "SigNoz | LLM Observability Configuration"
+	"AI_OBSERVABILITY_OVERVIEW": "SigNoz | AI Observability Overview",
+	"AI_OBSERVABILITY_CONFIGURATION": "SigNoz | AI Observability Configuration",
+	"AI_OBSERVABILITY_ATTRIBUTE_MAPPING": "SigNoz | AI Observability Attribute Mapping"
 }
--- a/frontend/src/AppRoutes/Private.tsx
+++ b/frontend/src/AppRoutes/Private.tsx
@@ -134,8 +134,8 @@ function PrivateRoute({ children }: PrivateRouteProps): JSX.Element {
 	}

 	if (
-		(pathname.startsWith(`${ROUTES.LLM_OBSERVABILITY_BASE}/`) ||
-			pathname === ROUTES.LLM_OBSERVABILITY_BASE) &&
+		(pathname.startsWith(`${ROUTES.AI_OBSERVABILITY_BASE}/`) ||
+			pathname === ROUTES.AI_OBSERVABILITY_BASE) &&
 		!isAIObservabilityEnabled
 	) {
 		return <Redirect to={ROUTES.HOME} />;
--- a/frontend/src/AppRoutes/routes.ts
+++ b/frontend/src/AppRoutes/routes.ts
@@ -514,24 +514,24 @@ const routes: AppRoutes[] = [
 		isPrivate: true,
 	},
 	{
-		path: ROUTES.LLM_OBSERVABILITY_ATTRIBUTE_MAPPING,
+		path: ROUTES.AI_OBSERVABILITY_ATTRIBUTE_MAPPING,
 		exact: true,
 		component: LLMObservabilityPage,
-		key: 'LLM_OBSERVABILITY_ATTRIBUTE_MAPPING',
+		key: 'AI_OBSERVABILITY_ATTRIBUTE_MAPPING',
 		isPrivate: true,
 	},
 	{
-		path: ROUTES.LLM_OBSERVABILITY_OVERVIEW,
+		path: ROUTES.AI_OBSERVABILITY_OVERVIEW,
 		exact: true,
 		component: LLMObservabilityPage,
-		key: 'LLM_OBSERVABILITY_OVERVIEW',
+		key: 'AI_OBSERVABILITY_OVERVIEW',
 		isPrivate: true,
 	},
 	{
-		path: ROUTES.LLM_OBSERVABILITY_CONFIGURATION,
+		path: ROUTES.AI_OBSERVABILITY_CONFIGURATION,
 		exact: true,
 		component: LLMObservabilityPage,
-		key: 'LLM_OBSERVABILITY_CONFIGURATION',
+		key: 'AI_OBSERVABILITY_CONFIGURATION',
 		isPrivate: true,
 	},
 ];
--- a/frontend/src/tests/fields_api.util.ts
+++ b/frontend/src/tests/fields_api.util.ts
@@ -0,0 +1,20 @@
+import { ENVIRONMENT } from 'constants/env';
+import { server } from 'mocks-server/server';
+import { rest } from 'msw';
+
+export function mockFieldsAPIsWithEmptyResponse(): void {
+	server.use(
+		rest.get(`${ENVIRONMENT.baseURL}/api/v1/fields/keys`, (_, res, ctx) =>
+			res(
+				ctx.status(200),
+				ctx.json({ status: 'success', data: { keys: {}, complete: true } }),
+			),
+		),
+		rest.get(`${ENVIRONMENT.baseURL}/api/v1/fields/values`, (_, res, ctx) =>
+			res(
+				ctx.status(200),
+				ctx.json({ status: 'success', data: { values: {}, complete: true } }),
+			),
+		),
+	);
+}
--- a/frontend/src/api/generated/services/inframonitoring/index.ts
+++ b/frontend/src/api/generated/services/inframonitoring/index.ts
@@ -136,7 +136,7 @@ export const invalidateGetChecks = async (
 };

 /**
- * Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } reflecting each pod's latest kubectl-style display status). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
 * @summary List Clusters for Infra Monitoring
 */
 export const listClusters = (
@@ -219,7 +219,7 @@ export const useListClusters = <
 	return useMutation(getListClustersMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on), currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on), readyNodes (k8s.daemonset.ready_nodes, the number of nodes running at least one ready daemon pod) and misscheduledNodes (k8s.daemonset.misscheduled_nodes, the number of nodes running the daemon pod but not supposed to) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes / ready_nodes / misscheduled_nodes, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes, readyNodes, misscheduledNodes) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on), currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on), readyNodes (k8s.daemonset.ready_nodes, the number of nodes running at least one ready daemon pod) and misscheduledNodes (k8s.daemonset.misscheduled_nodes, the number of nodes running the daemon pod but not supposed to) — note these are node counts, not pod counts. It also reports per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } reflecting each pod's latest kubectl-style display status). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes / ready_nodes / misscheduled_nodes, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes, readyNodes, misscheduledNodes) return -1 as a sentinel when no data is available for that field.
 * @summary List DaemonSets for Infra Monitoring
 */
 export const listDaemonSets = (
@@ -302,7 +302,7 @@ export const useListDaemonSets = <
 	return useMutation(getListDaemonSetsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } reflecting each pod's latest kubectl-style display status). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.
 * @summary List Deployments for Infra Monitoring
 */
 export const listDeployments = (
@@ -468,7 +468,7 @@ export const useListHosts = <
 	return useMutation(getListHostsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } reflecting each pod's latest kubectl-style display status); note podCountsByStatus.failed (current pod status) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.
 * @summary List Jobs for Infra Monitoring
 */
 export const listJobs = (
@@ -634,7 +634,7 @@ export const useListContainers = <
 	return useMutation(getListContainersMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } reflecting each pod's latest kubectl-style display status in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.
 * @summary List Namespaces for Infra Monitoring
 */
 export const listNamespaces = (
@@ -717,7 +717,7 @@ export const useListNamespaces = <
 	return useMutation(getListNamespacesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } for pods scheduled on the listed nodes, reflecting each pod's latest kubectl-style display status). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
 * @summary List Nodes for Infra Monitoring
 */
 export const listNodes = (
@@ -800,7 +800,7 @@ export const useListNodes = <
 	return useMutation(getListNodesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod status (kubectl-style display status such as Running/Pending/CrashLoopBackOff, or no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current status) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-status counts under podCountsByStatus: { pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } derived from each pod's latest kubectl-style display status in the window). Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.
 * @summary List Pods for Infra Monitoring
 */
 export const listPods = (
@@ -966,7 +966,7 @@ export const useListVolumes = <
 	return useMutation(getListVolumesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByStatus ({ pending, running, failed, unknown, crashLoopBackOff, imagePullBackOff, errImagePull, createContainerConfigError, containerCreating, oomKilled, completed, error, containerCannotRun, evicted, nodeAffinity, nodeLost, shutdown, unexpectedAdmissionError } reflecting each pod's latest kubectl-style display status). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.
 * @summary List StatefulSets for Infra Monitoring
 */
 export const listStatefulSets = (
--- a/frontend/src/api/generated/services/sigNoz.schemas.ts
+++ b/frontend/src/api/generated/services/sigNoz.schemas.ts
@@ -2814,6 +2814,7 @@ export enum CloudintegrationtypesServiceIDDTO {
 	cassandradb = 'cassandradb',
 	redis = 'redis',
 	cloudsql_postgres = 'cloudsql_postgres',
+	memorystore_redis = 'memorystore_redis',
 }
 export type CloudintegrationtypesCloudIntegrationServiceDTOAnyOf = {
 	/**
@@ -3300,29 +3301,6 @@ export interface DashboardGridLayoutSpecDTO {
 	repeatVariable?: string;
 }

-export interface DashboardLinkDTO {
-	/**
-	 * @type string
-	 */
-	name?: string;
-	/**
-	 * @type boolean
-	 */
-	renderVariables?: boolean;
-	/**
-	 * @type boolean
-	 */
-	targetBlank?: boolean;
-	/**
-	 * @type string
-	 */
-	tooltip?: string;
-	/**
-	 * @type string
-	 */
-	url?: string;
-}
-
 export interface DashboardtypesAxesDTO {
 	/**
 	 * @type boolean
@@ -3489,9 +3467,9 @@ export enum Querybuildertypesv5FunctionNameDTO {
 }
 export interface Querybuildertypesv5FunctionDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	args?: Querybuildertypesv5FunctionArgDTO[];
+	args?: Querybuildertypesv5FunctionArgDTO[] | null;
 	name?: Querybuildertypesv5FunctionNameDTO;
 }

@@ -3502,6 +3480,7 @@ export enum TelemetrytypesFieldContextDTO {
 	resource = 'resource',
 	attribute = 'attribute',
 	body = 'body',
+	'' = '',
 }
 export enum TelemetrytypesFieldDataTypeDTO {
 	string = 'string',
@@ -3509,11 +3488,13 @@ export enum TelemetrytypesFieldDataTypeDTO {
 	float64 = 'float64',
 	int64 = 'int64',
 	number = 'number',
+	'' = '',
 }
 export enum TelemetrytypesSignalDTO {
 	traces = 'traces',
 	logs = 'logs',
 	metrics = 'metrics',
+	'' = '',
 }
 export interface Querybuildertypesv5GroupByKeyDTO {
 	/**
@@ -3593,18 +3574,18 @@ export interface Querybuildertypesv5SecondaryAggregationDTO {
 	 */
 	expression?: string;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: Querybuildertypesv5GroupByKeyDTO[];
+	groupBy?: Querybuildertypesv5GroupByKeyDTO[] | null;
 	/**
 	 * @type integer
 	 */
 	limit?: number;
 	limitBy?: Querybuildertypesv5LimitByDTO;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	order?: Querybuildertypesv5OrderByDTO[];
+	order?: Querybuildertypesv5OrderByDTO[] | null;
 	stepInterval?: Querybuildertypesv5StepDTO;
 }

@@ -3631,12 +3612,13 @@ export enum Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQue
 }
 export enum TelemetrytypesSourceDTO {
 	meter = 'meter',
+	'' = '',
 }
 export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5LogAggregationDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	aggregations?: Querybuildertypesv5LogAggregationDTO[];
+	aggregations?: Querybuildertypesv5LogAggregationDTO[] | null;
 	/**
 	 * @type string
 	 */
@@ -3647,13 +3629,13 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	disabled?: boolean;
 	filter?: Querybuildertypesv5FilterDTO;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	functions?: Querybuildertypesv5FunctionDTO[];
+	functions?: Querybuildertypesv5FunctionDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: Querybuildertypesv5GroupByKeyDTO[];
+	groupBy?: Querybuildertypesv5GroupByKeyDTO[] | null;
 	having?: Querybuildertypesv5HavingDTO;
 	/**
 	 * @type string
@@ -3673,17 +3655,17 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	 */
 	offset?: number;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	order?: Querybuildertypesv5OrderByDTO[];
+	order?: Querybuildertypesv5OrderByDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[];
+	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[];
+	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[] | null;
 	/**
 	 * @enum logs
 	 * @type string
@@ -3730,6 +3712,7 @@ export enum MetrictypesTemporalityDTO {
 	delta = 'delta',
 	cumulative = 'cumulative',
 	unspecified = 'unspecified',
+	'' = '',
 }
 export enum MetrictypesTimeAggregationDTO {
 	latest = 'latest',
@@ -3741,6 +3724,7 @@ export enum MetrictypesTimeAggregationDTO {
 	count_distinct = 'count_distinct',
 	rate = 'rate',
 	increase = 'increase',
+	'' = '',
 }
 export interface Querybuildertypesv5MetricAggregationDTO {
 	comparisonSpaceAggregationParam?: MetrictypesComparisonSpaceAggregationParamDTO;
@@ -3759,9 +3743,9 @@ export enum Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQue
 }
 export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5MetricAggregationDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	aggregations?: Querybuildertypesv5MetricAggregationDTO[];
+	aggregations?: Querybuildertypesv5MetricAggregationDTO[] | null;
 	/**
 	 * @type string
 	 */
@@ -3772,13 +3756,13 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	disabled?: boolean;
 	filter?: Querybuildertypesv5FilterDTO;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	functions?: Querybuildertypesv5FunctionDTO[];
+	functions?: Querybuildertypesv5FunctionDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: Querybuildertypesv5GroupByKeyDTO[];
+	groupBy?: Querybuildertypesv5GroupByKeyDTO[] | null;
 	having?: Querybuildertypesv5HavingDTO;
 	/**
 	 * @type string
@@ -3798,17 +3782,17 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	 */
 	offset?: number;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	order?: Querybuildertypesv5OrderByDTO[];
+	order?: Querybuildertypesv5OrderByDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[];
+	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[];
+	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[] | null;
 	/**
 	 * @enum metrics
 	 * @type string
@@ -3834,9 +3818,9 @@ export enum Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQue
 }
 export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5TraceAggregationDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	aggregations?: Querybuildertypesv5TraceAggregationDTO[];
+	aggregations?: Querybuildertypesv5TraceAggregationDTO[] | null;
 	/**
 	 * @type string
 	 */
@@ -3847,13 +3831,13 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	disabled?: boolean;
 	filter?: Querybuildertypesv5FilterDTO;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	functions?: Querybuildertypesv5FunctionDTO[];
+	functions?: Querybuildertypesv5FunctionDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: Querybuildertypesv5GroupByKeyDTO[];
+	groupBy?: Querybuildertypesv5GroupByKeyDTO[] | null;
 	having?: Querybuildertypesv5HavingDTO;
 	/**
 	 * @type string
@@ -3873,17 +3857,17 @@ export interface Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTyp
 	 */
 	offset?: number;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	order?: Querybuildertypesv5OrderByDTO[];
+	order?: Querybuildertypesv5OrderByDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[];
+	secondaryAggregations?: Querybuildertypesv5SecondaryAggregationDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[];
+	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[] | null;
 	/**
 	 * @enum traces
 	 * @type string
@@ -4034,10 +4018,16 @@ export interface DashboardtypesDatasourceSpecDTO {
 	plugin?: DashboardtypesDatasourcePluginDTO;
 }

-export type DashboardtypesDashboardSpecDTODatasources = {
+export type DashboardtypesDashboardSpecDTODatasourcesAnyOf = {
 	[key: string]: DashboardtypesDatasourceSpecDTO;
 };

+/**
+ * @nullable
+ */
+export type DashboardtypesDashboardSpecDTODatasources =
+	DashboardtypesDashboardSpecDTODatasourcesAnyOf | null;
+
 export enum DashboardtypesPanelKindDTO {
 	Panel = 'Panel',
 }
@@ -4052,6 +4042,29 @@ export interface DashboardtypesDisplayDTO {
 	name: string;
 }

+export interface DashboardtypesLinkDTO {
+	/**
+	 * @type string
+	 */
+	name?: string;
+	/**
+	 * @type boolean
+	 */
+	renderVariables?: boolean;
+	/**
+	 * @type boolean
+	 */
+	targetBlank?: boolean;
+	/**
+	 * @type string
+	 */
+	tooltip?: string;
+	/**
+	 * @type string
+	 */
+	url?: string;
+}
+
 export enum DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTimeSeriesPanelSpecDTOKind {
 	'signoz/TimeSeriesPanel' = 'signoz/TimeSeriesPanel',
 }
@@ -4272,9 +4285,9 @@ export enum DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboa
 }
 export interface DashboardtypesListPanelSpecDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[];
+	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[] | null;
 }

 export interface DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesListPanelSpecDTO {
@@ -4344,9 +4357,9 @@ export interface Querybuildertypesv5QueryBuilderFormulaDTO {
 	 */
 	expression?: string;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	functions?: Querybuildertypesv5FunctionDTO[];
+	functions?: Querybuildertypesv5FunctionDTO[] | null;
 	having?: Querybuildertypesv5HavingDTO;
 	/**
 	 * @type string
@@ -4361,9 +4374,9 @@ export interface Querybuildertypesv5QueryBuilderFormulaDTO {
 	 */
 	name?: string;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	order?: Querybuildertypesv5OrderByDTO[];
+	order?: Querybuildertypesv5OrderByDTO[] | null;
 }

 export enum Querybuildertypesv5QueryEnvelopeFormulaDTOType {
@@ -4380,9 +4393,9 @@ export interface Querybuildertypesv5QueryEnvelopeFormulaDTO {

 export interface Querybuildertypesv5QueryBuilderTraceOperatorDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	aggregations?: Querybuildertypesv5TraceAggregationDTO[];
+	aggregations?: Querybuildertypesv5TraceAggregationDTO[] | null;
 	/**
 	 * @type string
 	 */
@@ -4397,13 +4410,13 @@ export interface Querybuildertypesv5QueryBuilderTraceOperatorDTO {
 	expression?: string;
 	filter?: Querybuildertypesv5FilterDTO;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	functions?: Querybuildertypesv5FunctionDTO[];
+	functions?: Querybuildertypesv5FunctionDTO[] | null;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: Querybuildertypesv5GroupByKeyDTO[];
+	groupBy?: Querybuildertypesv5GroupByKeyDTO[] | null;
 	having?: Querybuildertypesv5HavingDTO;
 	/**
 	 * @type string
@@ -4422,17 +4435,17 @@ export interface Querybuildertypesv5QueryBuilderTraceOperatorDTO {
 	 */
 	offset?: number;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	order?: Querybuildertypesv5OrderByDTO[];
+	order?: Querybuildertypesv5OrderByDTO[] | null;
 	/**
 	 * @type string
 	 */
 	returnSpansFrom?: string;
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[];
+	selectFields?: TelemetrytypesTelemetryFieldKeyDTO[] | null;
 	stepInterval?: Querybuildertypesv5StepDTO;
 }

@@ -4615,7 +4628,7 @@ export interface DashboardtypesPanelSpecDTO {
 	/**
 	 * @type array
 	 */
-	links?: DashboardLinkDTO[];
+	links: DashboardtypesLinkDTO[];
 	plugin: DashboardtypesPanelPluginDTO;
 	/**
 	 * @type array
@@ -4655,12 +4668,18 @@ export type DashboardtypesVariableDefaultValueDTO = string | string[];
 export enum DashboardtypesVariablePluginVariantGithubComSigNozSignozPkgTypesDashboardtypesDynamicVariableSpecDTOKind {
 	'signoz/DynamicVariable' = 'signoz/DynamicVariable',
 }
+export enum DashboardtypesDynamicVariableSignalDTO {
+	traces = 'traces',
+	logs = 'logs',
+	metrics = 'metrics',
+	all = 'all',
+}
 export interface DashboardtypesDynamicVariableSpecDTO {
 	/**
 	 * @type string
 	 */
 	name: string;
-	signal?: TelemetrytypesSignalDTO;
+	signal: DashboardtypesDynamicVariableSignalDTO;
 }

 export interface DashboardtypesVariablePluginVariantGithubComSigNozSignozPkgTypesDashboardtypesDynamicVariableSpecDTO {
@@ -4789,7 +4808,7 @@ export type DashboardtypesVariableDTO =

 export interface DashboardtypesDashboardSpecDTO {
 	/**
-	 * @type object
+	 * @type object,null
 	 */
 	datasources?: DashboardtypesDashboardSpecDTODatasources;
 	display: DashboardtypesDisplayDTO;
@@ -4804,7 +4823,7 @@ export interface DashboardtypesDashboardSpecDTO {
 	/**
 	 * @type array
 	 */
-	links?: DashboardLinkDTO[];
+	links: DashboardtypesLinkDTO[];
 	/**
 	 * @type object
 	 */
@@ -5669,6 +5688,39 @@ export interface InframonitoringtypesChecksDTO {
 	type: InframonitoringtypesCheckTypeDTO;
 }

+export type InframonitoringtypesClusterRecordDTOCounts = {
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	daemonSets: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	deployments: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	jobs: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	namespaces: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	nodes: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	statefulSets: number;
+};
+
 export type InframonitoringtypesClusterRecordDTOMetaAnyOf = {
 	[key: string]: string;
 };
@@ -5690,29 +5742,6 @@ export interface InframonitoringtypesNodeCountsByReadinessDTO {
 	ready: number;
 }

-export interface InframonitoringtypesPodCountsByPhaseDTO {
-	/**
-	 * @type integer
-	 */
-	failed: number;
-	/**
-	 * @type integer
-	 */
-	pending: number;
-	/**
-	 * @type integer
-	 */
-	running: number;
-	/**
-	 * @type integer
-	 */
-	succeeded: number;
-	/**
-	 * @type integer
-	 */
-	unknown: number;
-}
-
 export interface InframonitoringtypesPodCountsByStatusDTO {
 	/**
 	 * @type integer
@@ -5813,12 +5842,15 @@ export interface InframonitoringtypesClusterRecordDTO {
 	 * @type string
 	 */
 	clusterName: string;
+	/**
+	 * @type object
+	 */
+	counts: InframonitoringtypesClusterRecordDTOCounts;
 	/**
 	 * @type object,null
 	 */
 	meta: InframonitoringtypesClusterRecordDTOMeta;
 	nodeCountsByReadiness: InframonitoringtypesNodeCountsByReadinessDTO;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 }

@@ -6094,7 +6126,6 @@ export interface InframonitoringtypesDaemonSetRecordDTO {
 	 * @type integer
 	 */
 	misscheduledNodes: number;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 	/**
 	 * @type integer
@@ -6176,7 +6207,6 @@ export interface InframonitoringtypesDeploymentRecordDTO {
 	 * @type object,null
 	 */
 	meta: InframonitoringtypesDeploymentRecordDTOMeta;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 }

@@ -6343,7 +6373,6 @@ export interface InframonitoringtypesJobRecordDTO {
 	 * @type object,null
 	 */
 	meta: InframonitoringtypesJobRecordDTOMeta;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 	/**
 	 * @type integer
@@ -6368,6 +6397,29 @@ export interface InframonitoringtypesJobsDTO {
 	warning?: Querybuildertypesv5QueryWarnDataDTO;
 }

+export type InframonitoringtypesNamespaceRecordDTOCounts = {
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	daemonSets: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	deployments: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	jobs: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	statefulSets: number;
+};
+
 export type InframonitoringtypesNamespaceRecordDTOMetaAnyOf = {
 	[key: string]: string;
 };
@@ -6379,6 +6431,10 @@ export type InframonitoringtypesNamespaceRecordDTOMeta =
 	InframonitoringtypesNamespaceRecordDTOMetaAnyOf | null;

 export interface InframonitoringtypesNamespaceRecordDTO {
+	/**
+	 * @type object
+	 */
+	counts: InframonitoringtypesNamespaceRecordDTOCounts;
 	/**
 	 * @type object,null
 	 */
@@ -6397,7 +6453,6 @@ export interface InframonitoringtypesNamespaceRecordDTO {
 	 * @type string
 	 */
 	namespaceName: string;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 }

@@ -6464,7 +6519,6 @@ export interface InframonitoringtypesNodeRecordDTO {
 	 * @type string
 	 */
 	nodeName: string;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 }

@@ -6485,14 +6539,6 @@ export interface InframonitoringtypesNodesDTO {
 	warning?: Querybuildertypesv5QueryWarnDataDTO;
 }

-export enum InframonitoringtypesPodPhaseDTO {
-	pending = 'pending',
-	running = 'running',
-	succeeded = 'succeeded',
-	failed = 'failed',
-	unknown = 'unknown',
-	no_data = 'no_data',
-}
 export type InframonitoringtypesPodRecordDTOMetaAnyOf = {
 	[key: string]: string;
 };
@@ -6549,7 +6595,6 @@ export interface InframonitoringtypesPodRecordDTO {
 	 * @format double
 	 */
 	podCPURequest: number;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 	/**
 	 * @type number
@@ -6566,7 +6611,6 @@ export interface InframonitoringtypesPodRecordDTO {
 	 * @format double
 	 */
 	podMemoryRequest: number;
-	podPhase: InframonitoringtypesPodPhaseDTO;
 	/**
 	 * @type integer
 	 * @format int64
@@ -6916,7 +6960,6 @@ export interface InframonitoringtypesStatefulSetRecordDTO {
 	 * @type object,null
 	 */
 	meta: InframonitoringtypesStatefulSetRecordDTOMeta;
-	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 	podCountsByStatus: InframonitoringtypesPodCountsByStatusDTO;
 	/**
 	 * @type number
@@ -8611,9 +8654,9 @@ export interface RuletypesGettableTestRuleDTO {

 export interface RuletypesRenotifyDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	alertStates?: RuletypesAlertStateDTO[];
+	alertStates?: RuletypesAlertStateDTO[] | null;
 	/**
 	 * @type boolean
 	 */
@@ -8626,9 +8669,9 @@ export interface RuletypesRenotifyDTO {

 export interface RuletypesNotificationSettingsDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: string[];
+	groupBy?: string[] | null;
 	/**
 	 * @type string
 	 */
@@ -9194,6 +9237,118 @@ export interface SpantypesGettableSpanMapperGroupsDTO {
 	items: SpantypesSpanMapperGroupDTO[];
 }

+export type SpantypesSpanMapperTestSpanDTOAttributesAnyOf = {
+	[key: string]: unknown;
+};
+
+/**
+ * @nullable
+ */
+export type SpantypesSpanMapperTestSpanDTOAttributes =
+	SpantypesSpanMapperTestSpanDTOAttributesAnyOf | null;
+
+export type SpantypesSpanMapperTestSpanDTOResourceAnyOf = {
+	[key: string]: unknown;
+};
+
+/**
+ * @nullable
+ */
+export type SpantypesSpanMapperTestSpanDTOResource =
+	SpantypesSpanMapperTestSpanDTOResourceAnyOf | null;
+
+export interface SpantypesSpanMapperTestSpanDTO {
+	/**
+	 * @type object,null
+	 */
+	attributes?: SpantypesSpanMapperTestSpanDTOAttributes;
+	/**
+	 * @type object,null
+	 */
+	resource?: SpantypesSpanMapperTestSpanDTOResource;
+}
+
+export interface SpantypesGettableSpanMapperTestDTO {
+	/**
+	 * @type array,null
+	 */
+	collectorLogs?: string[] | null;
+	/**
+	 * @type array,null
+	 */
+	spans?: SpantypesSpanMapperTestSpanDTO[] | null;
+}
+
+export enum SpantypesSpanMapperOperationDTO {
+	move = 'move',
+	copy = 'copy',
+}
+export interface SpantypesSpanMapperSourceDTO {
+	context: SpantypesFieldContextDTO;
+	/**
+	 * @type string
+	 */
+	key: string;
+	operation: SpantypesSpanMapperOperationDTO;
+	/**
+	 * @type integer
+	 */
+	priority: number;
+}
+
+export interface SpantypesSpanMapperConfigDTO {
+	/**
+	 * @type array,null
+	 */
+	sources: SpantypesSpanMapperSourceDTO[] | null;
+}
+
+export interface SpantypesSpanMapperDTO {
+	config: SpantypesSpanMapperConfigDTO;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	createdAt?: string;
+	/**
+	 * @type string
+	 */
+	createdBy?: string;
+	/**
+	 * @type boolean
+	 */
+	enabled: boolean;
+	fieldContext: SpantypesFieldContextDTO;
+	/**
+	 * @type string
+	 */
+	groupId: string;
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	updatedAt?: string;
+	/**
+	 * @type string
+	 */
+	updatedBy?: string;
+}
+
+export interface SpantypesGettableSpanMappersDTO {
+	/**
+	 * @type array
+	 */
+	items: SpantypesSpanMapperDTO[];
+}
+
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -9440,30 +9595,6 @@ export interface SpantypesPostableFlamegraphDTO {
 	selectedSpanId?: string;
 }

-export enum SpantypesSpanMapperOperationDTO {
-	move = 'move',
-	copy = 'copy',
-}
-export interface SpantypesSpanMapperSourceDTO {
-	context: SpantypesFieldContextDTO;
-	/**
-	 * @type string
-	 */
-	key: string;
-	operation: SpantypesSpanMapperOperationDTO;
-	/**
-	 * @type integer
-	 */
-	priority: number;
-}
-
-export interface SpantypesSpanMapperConfigDTO {
-	/**
-	 * @type array,null
-	 */
-	sources: SpantypesSpanMapperSourceDTO[] | null;
-}
-
 export interface SpantypesPostableSpanMapperDTO {
 	config: SpantypesSpanMapperConfigDTO;
 	/**
@@ -9489,6 +9620,33 @@ export interface SpantypesPostableSpanMapperGroupDTO {
 	name: string;
 }

+export interface SpantypesPostableSpanMapperTestGroupDTO {
+	condition: SpantypesSpanMapperGroupConditionDTO | null;
+	/**
+	 * @type boolean
+	 */
+	enabled?: boolean;
+	/**
+	 * @type array,null
+	 */
+	mappers?: SpantypesPostableSpanMapperDTO[] | null;
+	/**
+	 * @type string
+	 */
+	name: string;
+}
+
+export interface SpantypesPostableSpanMapperTestDTO {
+	/**
+	 * @type array,null
+	 */
+	groups: SpantypesPostableSpanMapperTestGroupDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	spans: SpantypesSpanMapperTestSpanDTO[] | null;
+}
+
 export interface SpantypesSpanAggregationDTO {
 	aggregation: SpantypesSpanAggregationTypeDTO;
 	field: TelemetrytypesTelemetryFieldKeyDTO;
@@ -9512,45 +9670,6 @@ export interface SpantypesPostableWaterfallDTO {
 	uncollapsedSpans?: string[] | null;
 }

-export interface SpantypesSpanMapperDTO {
-	config: SpantypesSpanMapperConfigDTO;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	createdAt?: string;
-	/**
-	 * @type string
-	 */
-	createdBy?: string;
-	/**
-	 * @type boolean
-	 */
-	enabled: boolean;
-	fieldContext: SpantypesFieldContextDTO;
-	/**
-	 * @type string
-	 */
-	group_id: string;
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type string
-	 */
-	name: string;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt?: string;
-	/**
-	 * @type string
-	 */
-	updatedBy?: string;
-}
-
 export interface SpantypesUpdatableSpanMapperDTO {
 	config?: SpantypesSpanMapperConfigDTO;
 	/**
@@ -10852,7 +10971,7 @@ export type ListSpanMappersPathParameters = {
 	groupId: string;
 };
 export type ListSpanMappers200 = {
-	data: SpantypesGettableSpanMapperGroupsDTO;
+	data: SpantypesGettableSpanMappersDTO;
 	/**
 	 * @type string
 	 */
@@ -10878,6 +10997,14 @@ export type UpdateSpanMapperPathParameters = {
 	groupId: string;
 	mapperId: string;
 };
+export type TestSpanMappers200 = {
+	data: SpantypesGettableSpanMapperTestDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type GetStats200Data = { [key: string]: unknown };

 export type GetStats200 = {
--- a/frontend/src/api/generated/services/spanmapper/index.ts
+++ b/frontend/src/api/generated/services/spanmapper/index.ts
@@ -30,8 +30,10 @@ import type {
 	RenderErrorResponseDTO,
 	SpantypesPostableSpanMapperDTO,
 	SpantypesPostableSpanMapperGroupDTO,
+	SpantypesPostableSpanMapperTestDTO,
 	SpantypesUpdatableSpanMapperDTO,
 	SpantypesUpdatableSpanMapperGroupDTO,
+	TestSpanMappers200,
 	UpdateSpanMapperGroupPathParameters,
 	UpdateSpanMapperPathParameters,
 } from '../sigNoz.schemas';
@@ -780,3 +782,86 @@ export const useUpdateSpanMapper = <
 > => {
 	return useMutation(getUpdateSpanMapperMutationOptions(options));
 };
+/**
+ * Tests how span mappers would transform sample spans
+ * @summary Test span mappers against sample spans
+ */
+export const testSpanMappers = (
+	spantypesPostableSpanMapperTestDTO?: BodyType<SpantypesPostableSpanMapperTestDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<TestSpanMappers200>({
+		url: `/api/v1/span_mapper_groups/test`,
+		method: 'POST',
+		headers: { 'Content-Type': 'application/json' },
+		data: spantypesPostableSpanMapperTestDTO,
+		signal,
+	});
+};
+
+export const getTestSpanMappersMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof testSpanMappers>>,
+		TError,
+		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof testSpanMappers>>,
+	TError,
+	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+	TContext
+> => {
+	const mutationKey = ['testSpanMappers'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof testSpanMappers>>,
+		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> }
+	> = (props) => {
+		const { data } = props ?? {};
+
+		return testSpanMappers(data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type TestSpanMappersMutationResult = NonNullable<
+	Awaited<ReturnType<typeof testSpanMappers>>
+>;
+export type TestSpanMappersMutationBody =
+	| BodyType<SpantypesPostableSpanMapperTestDTO>
+	| undefined;
+export type TestSpanMappersMutationError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Test span mappers against sample spans
+ */
+export const useTestSpanMappers = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof testSpanMappers>>,
+		TError,
+		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof testSpanMappers>>,
+	TError,
+	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+	TContext
+> => {
+	return useMutation(getTestSpanMappersMutationOptions(options));
+};
--- a/frontend/src/api/v1/download/downloadExportData.ts
+++ b/frontend/src/api/v1/download/downloadExportData.ts
@@ -1,26 +1,50 @@
 import axios from 'api';
 import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
-import { AxiosError } from 'axios';
+import { AxiosError, AxiosResponse } from 'axios';
 import { ErrorV2Resp } from 'types/api';
 import { ExportRawDataProps } from 'types/api/exportRawData/getExportRawData';

+export interface FetchExportDataProps extends ExportRawDataProps {
+	signal?: AbortSignal;
+}
+
+async function postExportRawData({
+	format,
+	body,
+	signal,
+}: FetchExportDataProps): Promise<AxiosResponse<Blob>> {
+	return axios.post<Blob>(
+		`export_raw_data?format=${encodeURIComponent(format)}`,
+		body,
+		{
+			responseType: 'blob',
+			decompress: true,
+			headers: {
+				Accept: 'application/octet-stream',
+				'Content-Type': 'application/json',
+			},
+			timeout: 0,
+			signal,
+		},
+	);
+}
+
+/**
+ * Fetches a single export_raw_data page and returns it as a Blob.
+ * Callers own retry/cancel/error UX.
+ */
+export async function fetchExportData(
+	props: FetchExportDataProps,
+): Promise<Blob> {
+	const response = await postExportRawData(props);
+	return response.data;
+}
+
 export const downloadExportData = async (
 	props: ExportRawDataProps,
 ): Promise<void> => {
 	try {
-		const response = await axios.post<Blob>(
-			`export_raw_data?format=${encodeURIComponent(props.format)}`,
-			props.body,
-			{
-				responseType: 'blob',
-				decompress: true,
-				headers: {
-					Accept: 'application/octet-stream',
-					'Content-Type': 'application/json',
-				},
-				timeout: 0,
-			},
-		);
+		const response = await postExportRawData(props);

 		if (response.status !== 200) {
 			throw new Error(
--- a/frontend/src/components/DownloadOptionsMenu/DownloadOptionsMenu.tsx
+++ b/frontend/src/components/DownloadOptionsMenu/DownloadOptionsMenu.tsx
@@ -3,6 +3,7 @@ import { Button, Popover, Tooltip } from 'antd';
 import { RadioGroup, RadioGroupItem } from '@signozhq/ui/radio-group';
 import { Typography } from '@signozhq/ui/typography';
 import { TelemetryFieldKey } from 'api/v5/v5';
+import { PANEL_TYPES } from 'constants/queryBuilder';
 import { useExportRawData } from 'hooks/useExportData/useServerExport';
 import { Download, LoaderCircle } from '@signozhq/icons';
 import { DataSource } from 'types/common/queryBuilder';
@@ -18,11 +19,13 @@ import './DownloadOptionsMenu.styles.scss';
 interface DownloadOptionsMenuProps {
 	dataSource: DataSource;
 	selectedColumns?: TelemetryFieldKey[];
+	panelType?: PANEL_TYPES;
 }

 export default function DownloadOptionsMenu({
 	dataSource,
 	selectedColumns,
+	panelType,
 }: DownloadOptionsMenuProps): JSX.Element {
 	const [exportFormat, setExportFormat] = useState<string>(DownloadFormats.CSV);
 	const [rowLimit, setRowLimit] = useState<number>(DownloadRowCounts.TEN_K);
@@ -33,6 +36,7 @@ export default function DownloadOptionsMenu({

 	const { isDownloading, handleExportRawData } = useExportRawData({
 		dataSource,
+		panelType,
 	});

 	const handleExport = useCallback(async (): Promise<void> => {
--- a/frontend/src/components/ExportMenu/ExportMenu.styles.scss
+++ b/frontend/src/components/ExportMenu/ExportMenu.styles.scss
@@ -0,0 +1,33 @@
+.export-menu-popover {
+	width: 240px;
+	padding: 0 12px 12px 12px;
+
+	.title {
+		display: flex;
+		color: var(--l1-foreground);
+		font-family: Inter;
+		font-size: var(--periscope-font-size-small);
+		font-style: normal;
+		font-weight: 500;
+		line-height: 18px;
+		letter-spacing: 0.88px;
+		text-transform: uppercase;
+		margin-bottom: 8px;
+	}
+
+	.export-format {
+		padding: 12px 4px;
+		display: flex;
+		flex-direction: column;
+
+		// radio option labels — radix popover content inherits the root font
+		// size; pin to the app's 13px base the antd popover used to impose
+		label {
+			font-size: var(--periscope-font-size-base);
+		}
+	}
+
+	.export-button {
+		width: 100%;
+	}
+}
--- a/frontend/src/components/ExportMenu/ExportMenu.tsx
+++ b/frontend/src/components/ExportMenu/ExportMenu.tsx
@@ -0,0 +1,92 @@
+import { Download } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Popover, PopoverContent, PopoverTrigger } from '@signozhq/ui/popover';
+import { RadioGroup, RadioGroupItem } from '@signozhq/ui/radio-group';
+import { TooltipSimple } from '@signozhq/ui/tooltip';
+import { Typography } from '@signozhq/ui/typography';
+import {
+	ClientExportData,
+	useClientExport,
+} from 'hooks/useExportData/useClientExport';
+import { ExportFormat } from 'lib/exportData/types';
+import { useCallback, useState } from 'react';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import { DataSource } from 'types/common/queryBuilder';
+
+import './ExportMenu.styles.scss';
+
+interface ExportMenuProps {
+	dataSource: DataSource;
+	// The queryRange response object the view holds — the hook picks the
+	// serializer (timeseries / table) from what it carries.
+	data: ClientExportData;
+	query?: Query;
+	yAxisUnit?: string;
+	fileName?: string;
+}
+
+// Download menu for in-memory query results (client-side serialization).
+// The raw/list backend export keeps its own menu in DownloadOptionsMenu.
+export default function ExportMenu({
+	dataSource,
+	data,
+	query,
+	yAxisUnit,
+	fileName,
+}: ExportMenuProps): JSX.Element {
+	const [exportFormat, setExportFormat] = useState<string>(ExportFormat.Csv);
+	const [isPopoverOpen, setIsPopoverOpen] = useState<boolean>(false);
+
+	const { isExporting, handleExport: handleClientExport } = useClientExport({
+		data,
+		query,
+		yAxisUnit,
+		fileName,
+	});
+
+	const handleExport = useCallback((): void => {
+		setIsPopoverOpen(false);
+		handleClientExport({ format: exportFormat as ExportFormat });
+	}, [exportFormat, handleClientExport]);
+
+	return (
+		<Popover open={isPopoverOpen} onOpenChange={setIsPopoverOpen}>
+			<TooltipSimple title="Download">
+				<PopoverTrigger asChild>
+					<Button
+						variant="ghost"
+						color="secondary"
+						size="icon"
+						aria-label="Download"
+						data-testid={`export-menu-${dataSource}`}
+						disabled={isExporting}
+						loading={isExporting}
+					>
+						<Download size={14} />
+					</Button>
+				</PopoverTrigger>
+			</TooltipSimple>
+			<PopoverContent align="end" className="export-menu-popover">
+				<div className="export-format">
+					<Typography.Text className="title">FORMAT</Typography.Text>
+					<RadioGroup value={exportFormat} onChange={setExportFormat}>
+						<RadioGroupItem value={ExportFormat.Csv}>csv</RadioGroupItem>
+						<RadioGroupItem value={ExportFormat.Jsonl}>jsonl</RadioGroupItem>
+					</RadioGroup>
+				</div>
+
+				<Button
+					variant="solid"
+					color="primary"
+					className="export-button"
+					onClick={handleExport}
+					disabled={isExporting}
+					loading={isExporting}
+					prefix={<Download size={16} />}
+				>
+					Export
+				</Button>
+			</PopoverContent>
+		</Popover>
+	);
+}
--- a/frontend/src/components/ExportMenu/tests/ExportMenu.test.tsx
+++ b/frontend/src/components/ExportMenu/tests/ExportMenu.test.tsx
@@ -0,0 +1,85 @@
+import { MetricQueryRangeSuccessResponse } from 'types/api/metrics/getQueryRange';
+import { fireEvent, render, screen } from 'tests/test-utils';
+import { DataSource } from 'types/common/queryBuilder';
+
+import ExportMenu from '../ExportMenu';
+
+const mockHandleExport = jest.fn();
+let mockIsExporting = false;
+
+jest.mock('hooks/useExportData/useClientExport', () => ({
+	useClientExport: (): unknown => ({
+		isExporting: mockIsExporting,
+		handleExport: mockHandleExport,
+	}),
+}));
+
+const data = {
+	statusCode: 200,
+	error: null,
+	message: '',
+	payload: { data: { result: [], resultType: 'time_series' } },
+} as unknown as MetricQueryRangeSuccessResponse;
+
+const TEST_ID = `export-menu-${DataSource.LOGS}`;
+
+function renderMenu(): void {
+	render(
+		<ExportMenu
+			dataSource={DataSource.LOGS}
+			data={data}
+			fileName="logs-timeseries"
+		/>,
+	);
+}
+
+describe('ExportMenu', () => {
+	beforeEach(() => {
+		mockHandleExport.mockReset();
+		mockIsExporting = false;
+	});
+
+	it('renders the download trigger button', () => {
+		renderMenu();
+		expect(screen.getByTestId(TEST_ID)).toBeInTheDocument();
+	});
+
+	it('shows only format options — no shape, row-count, or column controls', () => {
+		renderMenu();
+		fireEvent.click(screen.getByTestId(TEST_ID));
+
+		expect(screen.getByText('FORMAT')).toBeInTheDocument();
+		expect(screen.getByRole('radio', { name: 'csv' })).toBeInTheDocument();
+		expect(screen.getByRole('radio', { name: 'jsonl' })).toBeInTheDocument();
+
+		expect(screen.queryByText('Number of Rows')).not.toBeInTheDocument();
+		expect(screen.queryByText('Columns')).not.toBeInTheDocument();
+		expect(screen.queryByRole('radio', { name: 'long' })).not.toBeInTheDocument();
+		expect(screen.queryByRole('radio', { name: 'wide' })).not.toBeInTheDocument();
+	});
+
+	it('exports as csv by default', () => {
+		renderMenu();
+		fireEvent.click(screen.getByTestId(TEST_ID));
+		fireEvent.click(screen.getByText('Export'));
+
+		expect(mockHandleExport).toHaveBeenCalledTimes(1);
+		expect(mockHandleExport).toHaveBeenCalledWith({ format: 'csv' });
+	});
+
+	it('exports as jsonl when selected', () => {
+		renderMenu();
+		fireEvent.click(screen.getByTestId(TEST_ID));
+		fireEvent.click(screen.getByRole('radio', { name: 'jsonl' }));
+		fireEvent.click(screen.getByText('Export'));
+
+		expect(mockHandleExport).toHaveBeenCalledWith({ format: 'jsonl' });
+	});
+
+	it('disables the trigger while an export is in progress', () => {
+		mockIsExporting = true;
+		renderMenu();
+
+		expect(screen.getByTestId(TEST_ID)).toBeDisabled();
+	});
+});
--- a/frontend/src/components/HeaderRightSection/HeaderRightSection.tsx
+++ b/frontend/src/components/HeaderRightSection/HeaderRightSection.tsx
@@ -20,7 +20,7 @@ import { Globe, Inbox, SquarePen } from '@signozhq/icons';

 import AnnouncementsModal from './AnnouncementsModal';
 import FeedbackModal from './FeedbackModal';
-import ShareURLModal from './ShareURLModal';
+import ShareURLModal, { type ShareURLExtraOption } from './ShareURLModal';

 import './HeaderRightSection.styles.scss';
 import { Typography } from '@signozhq/ui/typography';
@@ -29,12 +29,15 @@ interface HeaderRightSectionProps {
 	enableAnnouncements: boolean;
 	enableShare: boolean;
 	enableFeedback: boolean;
+	/** Optional page-specific toggle for the share dialog (e.g. "Include variables"). */
+	shareModalExtraOption?: ShareURLExtraOption;
 }

 function HeaderRightSection({
 	enableAnnouncements,
 	enableShare,
 	enableFeedback,
+	shareModalExtraOption,
 }: HeaderRightSectionProps): JSX.Element | null {
 	const location = useLocation();

@@ -185,7 +188,7 @@ function HeaderRightSection({
 					rootClassName="header-section-popover-root"
 					className="shareable-link-popover"
 					placement="bottomRight"
-					content={<ShareURLModal />}
+					content={<ShareURLModal extraOption={shareModalExtraOption} />}
 					open={openShareURLModal}
 					destroyTooltipOnHide
 					arrow={false}
--- a/frontend/src/components/HeaderRightSection/ShareURLModal.tsx
+++ b/frontend/src/components/HeaderRightSection/ShareURLModal.tsx
@@ -24,7 +24,22 @@ const routesToBeSharedWithTime = [
 	ROUTES.METER_EXPLORER,
 ];

-function ShareURLModal(): JSX.Element {
+/**
+ * An optional, page-specific toggle in the share dialog (e.g. a dashboard's
+ * "Include variables"). When enabled, `apply` mutates the URL params that go into
+ * the shared link. Keeps this shared modal generic — the page owns what it adds.
+ */
+export interface ShareURLExtraOption {
+	label: string;
+	defaultEnabled?: boolean;
+	apply: (params: URLSearchParams) => void;
+}
+
+interface ShareURLModalProps {
+	extraOption?: ShareURLExtraOption;
+}
+
+function ShareURLModal({ extraOption }: ShareURLModalProps): JSX.Element {
 	const urlQuery = useUrlQuery();
 	const location = useLocation();
 	const { selectedTime } = useSelector<AppState, GlobalReducer>(
@@ -34,6 +49,9 @@ function ShareURLModal(): JSX.Element {
 	const [enableAbsoluteTime, setEnableAbsoluteTime] = useState(
 		selectedTime !== 'custom',
 	);
+	const [enableExtraOption, setEnableExtraOption] = useState(
+		extraOption?.defaultEnabled ?? false,
+	);

 	const startTime = urlQuery.get(QueryParams.startTime);
 	const endTime = urlQuery.get(QueryParams.endTime);
@@ -93,6 +111,11 @@ function ShareURLModal(): JSX.Element {
 			}
 		}

+		if (extraOption && enableExtraOption) {
+			extraOption.apply(urlQuery);
+			currentUrl = getAbsoluteUrl(`${location.pathname}?${urlQuery.toString()}`);
+		}
+
 		return currentUrl;
 	};

@@ -143,6 +166,20 @@ function ShareURLModal(): JSX.Element {
 				</>
 			)}

+			{extraOption && (
+				<div className="absolute-relative-time-toggler-container">
+					<Typography.Text className="absolute-relative-time-toggler-label">
+						{extraOption.label}
+					</Typography.Text>
+					<div className="absolute-relative-time-toggler">
+						<Switch
+							value={enableExtraOption}
+							onChange={(): void => setEnableExtraOption((prev) => !prev)}
+						/>
+					</div>
+				</div>
+			)}
+
 			<div className="share-link">
 				<div className="url-share-container">
 					<div className="url-share-container-header">
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.styles.scss
@@ -247,11 +247,6 @@
 						var(--l2-background)
 					) !important;

-					&,
-					.ͼ1a {
-						color: var(--query-builder-v2-color, var(--l2-foreground));
-					}
-
 					::-moz-selection {
 						background: var(
 							--query-builder-v2-selection-background-color,
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.styles.scss
@@ -293,11 +293,6 @@ $max-recents-shown: 5;
 				var(--l2-background)
 			) !important;

-			&,
-			.ͼ1a {
-				color: var(--query-builder-v2-color, var(--l2-foreground));
-			}
-
 			::-moz-selection {
 				background: var(
 					--query-builder-v2-selection-background-color,
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
@@ -52,6 +52,8 @@ import type { SignalType } from 'types/api/v5/queryRange';
 import { queryExamples, SUGGESTIONS_SECTION } from './constants';
 import {
 	combineInitialAndUserExpression,
+	dedupeOptionsByLabel,
+	getFieldContextPrefix,
 	getRecentOptions,
 	renderRecentDeleteButton,
 } from './utils';
@@ -222,6 +224,12 @@ function QuerySearch({
 		QueryKeyDataSuggestionsProps[] | null
 	>(null);

+	// dedupe keySuggestions by label/name
+	const dedupedKeySuggestions = useMemo(
+		() => dedupeOptionsByLabel(keySuggestions || []),
+		[keySuggestions],
+	);
+
 	const [showExamples] = useState(false);

 	const [cursorPos, setCursorPos] = useState({ line: 0, ch: 0 });
@@ -246,9 +254,11 @@ function QuerySearch({
 		[key: string]: QueryKeyDataSuggestionsProps[];
 	}): any[] =>
 		Object.values(keys).flatMap((items: QueryKeyDataSuggestionsProps[]) =>
-			items.map(({ name, fieldDataType }) => ({
+			items.map(({ name, fieldDataType, fieldContext }) => ({
 				label: name,
 				type: fieldDataType === 'string' ? 'keyword' : fieldDataType,
+				fieldContext,
+				fieldDataType,
 				info: '',
 				details: '',
 			})),
@@ -307,13 +317,17 @@ function QuerySearch({
 			if (response.data.data) {
 				const { keys } = response.data.data;
 				const options = generateOptions(keys);
-				// Use a Map to deduplicate by label and preserve order: new options take precedence
+				// Deduplicate by full variant identity (name + context + data type), NOT by
+				// label. deduping by label removes varient which is not expected. If we need
+				// to dedupe by label use dedupedKeySuggestions not dedupe the source itself
+				const variantId = (opt: QueryKeyDataSuggestionsProps): string =>
+					`${opt.label}|${opt.fieldContext ?? ''}|${opt.fieldDataType ?? ''}`;
 				const merged = new Map<string, QueryKeyDataSuggestionsProps>();
-				options.forEach((opt) => merged.set(opt.label, opt));
+				options.forEach((opt) => merged.set(variantId(opt), opt));
 				if (searchText && lastKeyRef.current !== searchText) {
 					(keySuggestions || []).forEach((opt) => {
-						if (!merged.has(opt.label)) {
-							merged.set(opt.label, opt);
+						if (!merged.has(variantId(opt))) {
+							merged.set(variantId(opt), opt);
 						}
 					});
 				}
@@ -919,8 +933,55 @@ function QuerySearch({

 		if (queryContext.isInKey) {
 			const searchText = word?.text.toLowerCase().trim() ?? '';
+			const fieldContextMatch = getFieldContextPrefix(searchText);

-			options = (keySuggestions || []).filter((option) =>
+			if (fieldContextMatch) {
+				const { context: fieldContext, remainder } = fieldContextMatch;
+
+				// Fetch the context's page when the prefix is typed exactly eg.("attribute.")
+				if (remainder === '' && lastFetchedKeyRef.current !== searchText) {
+					debouncedFetchKeySuggestions(searchText);
+				}
+
+				//suggestions that actually do start with <fieldContext>.
+				const nameMatches = (keySuggestions || [])
+					.filter((option) => option.label.toLowerCase().includes(searchText))
+					.map((option) => ({ ...option, boost: 100 }));
+
+				//suggestions which do not start with the prefix but qualifies for suggestion
+				const contextQualified = (keySuggestions || [])
+					.filter(
+						(option) =>
+							option.fieldContext === fieldContext &&
+							option.label.toLowerCase().includes(remainder),
+					)
+					.map((option) => ({
+						...option,
+						label: `${fieldContext}.${option.label}`,
+						boost: 0,
+					}));
+
+				const contextOptions = dedupeOptionsByLabel([
+					...nameMatches,
+					...contextQualified,
+				]);
+
+				// If contextOptions is empty fetch again.
+				if (
+					contextOptions.length === 0 &&
+					lastFetchedKeyRef.current !== searchText
+				) {
+					debouncedFetchKeySuggestions(searchText);
+				}
+
+				return {
+					from: word?.from ?? 0,
+					to: word?.to ?? cursorPos.ch,
+					options: addSpaceToOptions(contextOptions),
+				};
+			}
+
+			options = dedupedKeySuggestions.filter((option) =>
 				option.label.toLowerCase().includes(searchText),
 			);

@@ -969,9 +1030,26 @@ function QuerySearch({

 			// If we have a key context, add that info to the operator suggestions
 			if (keyName) {
-				// Find the key details from suggestions
-				const keyDetails = (keySuggestions || []).find((k) => k.label === keyName);
-				const keyType = keyDetails?.type || '';
+				const keyContextMatch = getFieldContextPrefix(keyName);
+				// key-suggestion can contain multiple variants of a single key
+				// In variants we capture ones that match the label to typed keyName exactly or,
+				// if it has a prefix fieldContext remove it and then match.
+				const variants = (keySuggestions || []).filter(
+					(k) =>
+						k.label === keyName ||
+						(keyContextMatch !== null &&
+							k.fieldContext === keyContextMatch.context &&
+							k.label === keyContextMatch.remainder),
+				);
+				const variantTypes = new Set(
+					variants
+						.map((k) =>
+							k.type === 'keyword' ? QUERY_BUILDER_KEY_TYPES.STRING : k.type,
+						)
+						.filter(Boolean),
+				);
+				//if there are multi-variant, show all suggestions else just the one
+				const keyType = variantTypes.size === 1 ? [...variantTypes][0] : '';

 				// Filter operators based on key type
 				if (keyType) {
@@ -1214,7 +1292,7 @@ function QuerySearch({
 				if (curChar === '(') {
 					// In expression context, suggest keys, functions, or nested parentheses
 					options = [
-						...(keySuggestions || []),
+						...dedupedKeySuggestions,
 						{ label: '(', type: 'parenthesis', info: 'Open nested group' },
 						{ label: 'NOT', type: 'operator', info: 'Negate expression' },
 						...options.filter((opt) => opt.type === 'function'),
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/tests/utils.test.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/tests/utils.test.ts
@@ -0,0 +1,120 @@
+import {
+	combineInitialAndUserExpression,
+	dedupeOptionsByLabel,
+	getFieldContextPrefix,
+	getUserExpressionFromCombined,
+} from '../utils';
+
+describe('entityLogsExpression', () => {
+	describe('combineInitialAndUserExpression', () => {
+		it('returns user when initial is empty', () => {
+			expect(combineInitialAndUserExpression('', 'body contains error')).toBe(
+				'body contains error',
+			);
+		});
+
+		it('returns initial when user is empty', () => {
+			expect(combineInitialAndUserExpression('k8s.pod.name = "x"', '')).toBe(
+				'k8s.pod.name = "x"',
+			);
+		});
+
+		it('wraps user in parentheses with AND', () => {
+			expect(
+				combineInitialAndUserExpression('k8s.pod.name = "x"', 'body = "a"'),
+			).toBe('k8s.pod.name = "x" AND (body = "a")');
+		});
+	});
+
+	describe('getUserExpressionFromCombined', () => {
+		it('returns empty when combined equals initial', () => {
+			expect(
+				getUserExpressionFromCombined('k8s.pod.name = "x"', 'k8s.pod.name = "x"'),
+			).toBe('');
+		});
+
+		it('extracts user from wrapped form', () => {
+			expect(
+				getUserExpressionFromCombined(
+					'k8s.pod.name = "x"',
+					'k8s.pod.name = "x" AND (body = "a")',
+				),
+			).toBe('body = "a"');
+		});
+
+		it('extracts user from legacy AND without parens', () => {
+			expect(
+				getUserExpressionFromCombined(
+					'k8s.pod.name = "x"',
+					'k8s.pod.name = "x" AND body = "a"',
+				),
+			).toBe('body = "a"');
+		});
+
+		it('returns full combined when initial is empty', () => {
+			expect(getUserExpressionFromCombined('', 'service.name = "a"')).toBe(
+				'service.name = "a"',
+			);
+		});
+	});
+});
+
+describe('getFieldContextPrefix', () => {
+	it('matches a complete context prefix with a remainder', () => {
+		expect(getFieldContextPrefix('attribute.status')).toStrictEqual({
+			context: 'attribute',
+			remainder: 'status',
+		});
+	});
+
+	it('matches a bare context prefix with empty remainder', () => {
+		expect(getFieldContextPrefix('resource.')).toStrictEqual({
+			context: 'resource',
+			remainder: '',
+		});
+	});
+
+	it('matches every backend field context', () => {
+		['attribute', 'resource', 'span', 'body', 'log', 'metric'].forEach((ctx) => {
+			expect(getFieldContextPrefix(`${ctx}.x`)).toStrictEqual({
+				context: ctx,
+				remainder: 'x',
+			});
+		});
+	});
+
+	it('does not match a partial context name', () => {
+		expect(getFieldContextPrefix('attr')).toBeNull();
+		expect(getFieldContextPrefix('attribute')).toBeNull();
+	});
+
+	it('does not match a non-context key with dots', () => {
+		expect(getFieldContextPrefix('status.code')).toBeNull();
+	});
+
+	it('matches context case-insensitively but keeps remainder casing', () => {
+		expect(getFieldContextPrefix('Attribute.Status')).toStrictEqual({
+			context: 'attribute',
+			remainder: 'Status',
+		});
+	});
+});
+
+describe('dedupeOptionsByLabel', () => {
+	it('keeps the first occurrence per label, preserving order', () => {
+		expect(
+			dedupeOptionsByLabel([
+				{ label: 'status.code', type: 'keyword' },
+				{ label: 'status.code', type: 'number' },
+				{ label: 'duration', type: 'number' },
+			]),
+		).toStrictEqual([
+			{ label: 'status.code', type: 'keyword' },
+			{ label: 'duration', type: 'number' },
+		]);
+	});
+
+	it('returns an empty array for empty input', () => {
+		expect(dedupeOptionsByLabel([])).toStrictEqual([]);
+	});
+});
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/tests/utils.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/tests/utils.ts
@@ -1,58 +0,0 @@
-import {
-	combineInitialAndUserExpression,
-	getUserExpressionFromCombined,
-} from '../utils';
-
-describe('entityLogsExpression', () => {
-	describe('combineInitialAndUserExpression', () => {
-		it('returns user when initial is empty', () => {
-			expect(combineInitialAndUserExpression('', 'body contains error')).toBe(
-				'body contains error',
-			);
-		});
-
-		it('returns initial when user is empty', () => {
-			expect(combineInitialAndUserExpression('k8s.pod.name = "x"', '')).toBe(
-				'k8s.pod.name = "x"',
-			);
-		});
-
-		it('wraps user in parentheses with AND', () => {
-			expect(
-				combineInitialAndUserExpression('k8s.pod.name = "x"', 'body = "a"'),
-			).toBe('k8s.pod.name = "x" AND (body = "a")');
-		});
-	});
-
-	describe('getUserExpressionFromCombined', () => {
-		it('returns empty when combined equals initial', () => {
-			expect(
-				getUserExpressionFromCombined('k8s.pod.name = "x"', 'k8s.pod.name = "x"'),
-			).toBe('');
-		});
-
-		it('extracts user from wrapped form', () => {
-			expect(
-				getUserExpressionFromCombined(
-					'k8s.pod.name = "x"',
-					'k8s.pod.name = "x" AND (body = "a")',
-				),
-			).toBe('body = "a"');
-		});
-
-		it('extracts user from legacy AND without parens', () => {
-			expect(
-				getUserExpressionFromCombined(
-					'k8s.pod.name = "x"',
-					'k8s.pod.name = "x" AND body = "a"',
-				),
-			).toBe('body = "a"');
-		});
-
-		it('returns full combined when initial is empty', () => {
-			expect(getUserExpressionFromCombined('', 'service.name = "a"')).toBe(
-				'service.name = "a"',
-			);
-		});
-	});
-});
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts
@@ -1,6 +1,16 @@
 export const RECENTS_SECTION = { name: 'Recent searches', rank: 1 } as const;
 export const SUGGESTIONS_SECTION = { name: 'Suggestions', rank: 2 } as const;

+// TODO: move to using TelemetrytypesFieldContextDTO when we migrate getKeySuggestions API (Part of https://github.com/SigNoz/engineering-pod/issues/5289)
+export const FIELD_CONTEXTS = [
+	'attribute',
+	'resource',
+	'span',
+	'body',
+	'log',
+	'metric',
+] as const;
+
 // Custom CodeMirror Completion.type for recent-query entries. Used to discriminate
 // recents from regular autocomplete completions in renderers and event handlers.
 export const RECENT_COMPLETION_TYPE = 'recent';
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/utils.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/utils.ts
@@ -9,11 +9,45 @@ import type { SignalType } from 'types/api/v5/queryRange';
 import 'utils/timeUtils';

 import {
+	FIELD_CONTEXTS,
 	RECENT_COMPLETION_TYPE,
 	RECENTS_DISPLAY_CAP,
 	RECENTS_SECTION,
 } from './constants';

+export interface FieldContextPrefixMatch {
+	context: string;
+	remainder: string;
+}
+
+// This function checks if the text(query key) starts with a fieldContext
+// This util strictly checks that and returns context and remainder back.
+// This helps differentiate if the typed key was prefixed with a context or
+// was it an actual queryKey like (attribute.abc)
+export function getFieldContextPrefix(
+	text: string,
+): FieldContextPrefixMatch | null {
+	const lower = text.toLowerCase();
+	const context = FIELD_CONTEXTS.find((ctx) => lower.startsWith(`${ctx}.`));
+	return context ? { context, remainder: text.slice(context.length + 1) } : null;
+}
+
+// Keeps the first occurrence per label, preserving order. Key suggestions hold
+// one entry per (name, fieldContext, fieldDataType) variant; This means query builder
+// could show multiple labels and this avoids that.
+export function dedupeOptionsByLabel<T extends { label: string }>(
+	options: T[],
+): T[] {
+	const seen = new Set<string>();
+	return options.filter((option) => {
+		if (seen.has(option.label)) {
+			return false;
+		}
+		seen.add(option.label);
+		return true;
+	});
+}
+
 export function combineInitialAndUserExpression(
 	initial: string,
 	user: string,
--- a/frontend/src/components/QueryBuilderV2/QueryV2/tests/QuerySearch.contextSuggestions.test.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/tests/QuerySearch.contextSuggestions.test.tsx
@@ -0,0 +1,217 @@
+import { initialQueriesMap } from 'constants/queryBuilder';
+import { rest, server } from 'mocks-server/server';
+import { render, userEvent, waitFor } from 'tests/test-utils';
+import { DataSource } from 'types/common/queryBuilder';
+
+import QuerySearch from '../QuerySearch/QuerySearch';
+import { mockCodeMirrorDomApis } from './codemirrorDomMocks';
+
+const CM_EDITOR_SELECTOR = '.cm-editor .cm-content';
+const CM_OPTION_SELECTOR = '.cm-tooltip-autocomplete .cm-completionLabel';
+
+beforeAll(() => {
+	mockCodeMirrorDomApis();
+});
+
+jest.mock('hooks/useDarkMode', () => ({
+	useIsDarkMode: (): boolean => false,
+}));
+
+jest.mock('providers/Dashboard/store/useDashboardStore', () => ({
+	useDashboardStore: (): { dashboardData: undefined } => ({
+		dashboardData: undefined,
+	}),
+}));
+
+jest.mock('hooks/queryBuilder/useQueryBuilder', () => {
+	const handleRunQuery = jest.fn();
+	return {
+		__esModule: true,
+		useQueryBuilder: (): { handleRunQuery: () => void } => ({ handleRunQuery }),
+		handleRunQuery,
+	};
+});
+
+// Keys fixture: status.code exists as 3 variants (attribute string/number +
+// resource string); attribute.a.b.c is a key literally named with the prefix.
+const KEYS_FIXTURE = {
+	'status.code': [
+		{
+			name: 'status.code',
+			fieldContext: 'attribute',
+			fieldDataType: 'string',
+			signal: 'logs',
+		},
+		{
+			name: 'status.code',
+			fieldContext: 'attribute',
+			fieldDataType: 'number',
+			signal: 'logs',
+		},
+		{
+			name: 'status.code',
+			fieldContext: 'resource',
+			fieldDataType: 'string',
+			signal: 'logs',
+		},
+	],
+	'attribute.a.b.c': [
+		{
+			name: 'attribute.a.b.c',
+			fieldContext: 'attribute',
+			fieldDataType: 'string',
+			signal: 'logs',
+		},
+	],
+	'duration.nano': [
+		{
+			name: 'duration.nano',
+			fieldContext: 'span',
+			fieldDataType: 'number',
+			signal: 'logs',
+		},
+	],
+};
+
+const fetchedSearchTexts: string[] = [];
+
+beforeEach(() => {
+	fetchedSearchTexts.length = 0;
+	server.use(
+		rest.get('http://localhost/api/v1/fields/keys', (req, res, ctx) => {
+			fetchedSearchTexts.push(req.url.searchParams.get('searchText') ?? '');
+			return res(
+				ctx.status(200),
+				ctx.json({
+					status: 'success',
+					data: { complete: true, keys: KEYS_FIXTURE },
+				}),
+			);
+		}),
+		rest.get('http://localhost/api/v1/fields/values', (_req, res, ctx) =>
+			res(
+				ctx.status(200),
+				ctx.json({
+					status: 'success',
+					data: { values: { stringValues: [], numberValues: [] } },
+				}),
+			),
+		),
+	);
+});
+
+async function renderAndType(text: string): Promise<HTMLElement> {
+	render(
+		<QuerySearch
+			onChange={jest.fn() as jest.MockedFunction<(v: string) => void>}
+			queryData={initialQueriesMap.logs.builder.queryData[0]}
+			dataSource={DataSource.LOGS}
+		/>,
+	);
+
+	await waitFor(() => {
+		expect(document.querySelector(CM_EDITOR_SELECTOR)).toBeInTheDocument();
+	});
+
+	const editor = document.querySelector(CM_EDITOR_SELECTOR) as HTMLElement;
+	await userEvent.click(editor);
+	await userEvent.type(editor, text);
+	return editor;
+}
+
+// Types a key, waits for its suggestion to render (proving the debounced key
+// fetch resolved into state), then types a space to enter operator context.
+async function typeKeyThenEnterOperatorContext(
+	key: string,
+	expectedKeyLabel: string,
+): Promise<void> {
+	const editor = await renderAndType(key);
+
+	await waitFor(() => {
+		expect(visibleOptionLabels()).toContain(expectedKeyLabel);
+	});
+
+	// skipClick: a click would reset the caret to position 0 under the mocked
+	// DOM rects; we need the space appended at the end of the typed key.
+	await userEvent.type(editor, ' ', { skipClick: true });
+
+	await waitFor(() => {
+		expect(visibleOptionLabels()).toContain('=');
+	});
+}
+
+function visibleOptionLabels(): string[] {
+	return Array.from(document.querySelectorAll(CM_OPTION_SELECTOR)).map(
+		(el) => el.textContent ?? '',
+	);
+}
+
+describe('QuerySearch context-prefixed key suggestions', () => {
+	it('shows one deduped suggestion per key name in normal mode', async () => {
+		await renderAndType('statu');
+
+		await waitFor(() => {
+			expect(visibleOptionLabels()).toContain('status.code');
+		});
+
+		const statusOptions = visibleOptionLabels().filter(
+			(label) => label === 'status.code',
+		);
+		expect(statusOptions).toHaveLength(1);
+	});
+
+	it('shows context-scoped suggestions for a complete context prefix', async () => {
+		await renderAndType('attribute.');
+
+		await waitFor(() => {
+			expect(visibleOptionLabels()).toContain('attribute.status.code');
+		});
+
+		const labels = visibleOptionLabels();
+		// Literal key name match ranks first
+		expect(labels[0]).toBe('attribute.a.b.c');
+		// Context-qualified form of the literal key is also present
+		expect(labels).toContain('attribute.attribute.a.b.c');
+		// span-only key is not suggested under attribute.
+		expect(labels).not.toContain('attribute.duration.nano');
+	});
+
+	it('fetches the context page when the prefix is typed exactly', async () => {
+		await renderAndType('attribute.');
+
+		await waitFor(() => {
+			expect(fetchedSearchTexts).toContain('attribute.');
+		});
+	});
+});
+
+describe('QuerySearch operator suggestions by key type', () => {
+	it('shows all operators for a key with ambiguous types', async () => {
+		// status.code is string + number across variants → no type filtering
+		await typeKeyThenEnterOperatorContext('status.code', 'status.code');
+
+		const labels = visibleOptionLabels();
+		expect(labels).toContain('>');
+		expect(labels).toContain('LIKE');
+	});
+
+	it('shows numeric operators for a single-type number key', async () => {
+		await typeKeyThenEnterOperatorContext('duration.nano', 'duration.nano');
+
+		const labels = visibleOptionLabels();
+		expect(labels).toContain('>');
+		expect(labels).not.toContain('LIKE');
+	});
+
+	it('narrows operators when a context prefix disambiguates the type', async () => {
+		// status.code is ambiguous globally, but resource.status.code is string-only
+		await typeKeyThenEnterOperatorContext(
+			'resource.status.code',
+			'resource.status.code',
+		);
+
+		const labels = visibleOptionLabels();
+		expect(labels).toContain('LIKE');
+		expect(labels).not.toContain('>');
+	});
+});
--- a/frontend/src/components/QueryBuilderV2/QueryV2/tests/QuerySearch.test.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/tests/QuerySearch.test.tsx
@@ -8,78 +8,13 @@ import type { QueryKeyDataSuggestionsProps } from 'types/api/querySuggestions/ty
 import { DataSource } from 'types/common/queryBuilder';

 import QuerySearch from '../QuerySearch/QuerySearch';
+import { mockCodeMirrorDomApis } from './codemirrorDomMocks';

 const CM_EDITOR_SELECTOR = '.cm-editor .cm-content';

 // Mock DOM APIs that CodeMirror needs
 beforeAll(() => {
-	// Mock getClientRects and getBoundingClientRect for Range objects
-	const mockRect: DOMRect = {
-		width: 100,
-		height: 20,
-		top: 0,
-		left: 0,
-		right: 100,
-		bottom: 20,
-		x: 0,
-		y: 0,
-		toJSON: (): DOMRect => mockRect,
-	} as DOMRect;
-
-	// Create a minimal Range mock with only what CodeMirror actually uses
-	const createMockRange = (): Range => {
-		let startContainer: Node = document.createTextNode('');
-		let endContainer: Node = document.createTextNode('');
-		let startOffset = 0;
-		let endOffset = 0;
-
-		const mockRange = {
-			// CodeMirror uses these for text measurement
-			getClientRects: (): DOMRectList =>
-				({
-					length: 1,
-					item: (index: number): DOMRect | null => (index === 0 ? mockRect : null),
-					0: mockRect,
-					*[Symbol.iterator](): Generator<DOMRect> {
-						yield mockRect;
-					},
-				}) as unknown as DOMRectList,
-			getBoundingClientRect: (): DOMRect => mockRect,
-			// CodeMirror calls these to set up text ranges
-			setStart: (node: Node, offset: number): void => {
-				startContainer = node;
-				startOffset = offset;
-			},
-			setEnd: (node: Node, offset: number): void => {
-				endContainer = node;
-				endOffset = offset;
-			},
-			// Minimal Range properties (TypeScript requires these)
-			get startContainer(): Node {
-				return startContainer;
-			},
-			get endContainer(): Node {
-				return endContainer;
-			},
-			get startOffset(): number {
-				return startOffset;
-			},
-			get endOffset(): number {
-				return endOffset;
-			},
-			get collapsed(): boolean {
-				return startContainer === endContainer && startOffset === endOffset;
-			},
-			commonAncestorContainer: document.body,
-		};
-		return mockRange as unknown as Range;
-	};
-
-	// Mock document.createRange to return a new Range instance each time
-	document.createRange = (): Range => createMockRange();
-
-	// Mock getBoundingClientRect for elements
-	Element.prototype.getBoundingClientRect = (): DOMRect => mockRect;
+	mockCodeMirrorDomApis();
 });

 jest.mock('hooks/useDarkMode', () => ({
--- a/frontend/src/components/QueryBuilderV2/QueryV2/tests/codemirrorDomMocks.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/tests/codemirrorDomMocks.ts
@@ -0,0 +1,71 @@
+// Mocks the DOM measurement APIs CodeMirror needs to render in jsdom
+// (Range client rects + element bounding rects). Call from a beforeAll in
+// specs that render the real CodeMirror editor.
+export function mockCodeMirrorDomApis(): void {
+	const mockRect: DOMRect = {
+		width: 100,
+		height: 20,
+		top: 0,
+		left: 0,
+		right: 100,
+		bottom: 20,
+		x: 0,
+		y: 0,
+		toJSON: (): DOMRect => mockRect,
+	} as DOMRect;
+
+	// Create a minimal Range mock with only what CodeMirror actually uses
+	const createMockRange = (): Range => {
+		let startContainer: Node = document.createTextNode('');
+		let endContainer: Node = document.createTextNode('');
+		let startOffset = 0;
+		let endOffset = 0;
+
+		const mockRange = {
+			// CodeMirror uses these for text measurement
+			getClientRects: (): DOMRectList =>
+				({
+					length: 1,
+					item: (index: number): DOMRect | null => (index === 0 ? mockRect : null),
+					0: mockRect,
+					*[Symbol.iterator](): Generator<DOMRect> {
+						yield mockRect;
+					},
+				}) as unknown as DOMRectList,
+			getBoundingClientRect: (): DOMRect => mockRect,
+			// CodeMirror calls these to set up text ranges
+			setStart: (node: Node, offset: number): void => {
+				startContainer = node;
+				startOffset = offset;
+			},
+			setEnd: (node: Node, offset: number): void => {
+				endContainer = node;
+				endOffset = offset;
+			},
+			// Minimal Range properties (TypeScript requires these)
+			get startContainer(): Node {
+				return startContainer;
+			},
+			get endContainer(): Node {
+				return endContainer;
+			},
+			get startOffset(): number {
+				return startOffset;
+			},
+			get endOffset(): number {
+				return endOffset;
+			},
+			get collapsed(): boolean {
+				return startContainer === endContainer && startOffset === endOffset;
+			},
+			commonAncestorContainer: document.body,
+		};
+		return mockRange as unknown as Range;
+	};
+
+	// Mock document.createRange to return a new Range instance each time
+	document.createRange = (): Range => createMockRange();
+
+	// Mock getBoundingClientRect for elements
+	Element.prototype.getBoundingClientRect = (): DOMRect => mockRect;
+}
--- a/frontend/src/components/QueryBuilderV2/tests/utils.test.ts
+++ b/frontend/src/components/QueryBuilderV2/tests/utils.test.ts
@@ -9,6 +9,7 @@ import { extractQueryPairs } from 'utils/queryContextUtils';

 import {
 	convertAggregationToExpression,
+	convertExpressionToFilters,
 	convertFiltersToExpression,
 	convertFiltersToExpressionWithExistingQuery,
 	formatValueForExpression,
@@ -1598,4 +1599,36 @@ describe('formatValueForExpression', () => {
 			expect(formatValueForExpression([123] as any)).toBe('[123]');
 		});
 	});
+
+	// Regression: an escaped single quote must not gain a backslash on each
+	// expression <-> filters round-trip (broke Create Alert from a panel).
+	describe('escaped quote round-trip', () => {
+		const EXPR = "name = 'it\\'s a ribbon'"; // name = 'it\'s a ribbon' (single backslash)
+
+		it('stores the unescaped value in the filter item', () => {
+			const items = convertExpressionToFilters(EXPR);
+			expect(items).toHaveLength(1);
+			expect(items[0].value).toBe("it's a ribbon");
+		});
+
+		it('is lossless: expression -> filters -> expression', () => {
+			const items = convertExpressionToFilters(EXPR);
+			expect(convertFiltersToExpression({ items, op: 'AND' }).expression).toBe(
+				EXPR,
+			);
+		});
+
+		it('is idempotent across repeated existing-query conversions', () => {
+			const pass1 = convertFiltersToExpressionWithExistingQuery(
+				{ items: [], op: 'AND' },
+				EXPR,
+			);
+			expect(pass1.filter.expression).toBe(EXPR);
+			const pass2 = convertFiltersToExpressionWithExistingQuery(
+				pass1.filters,
+				pass1.filter.expression,
+			);
+			expect(pass2.filter.expression).toBe(EXPR);
+		});
+	});
 });
--- a/frontend/src/components/QueryBuilderV2/utils.ts
+++ b/frontend/src/components/QueryBuilderV2/utils.ts
@@ -176,7 +176,9 @@ function formatSingleValueForFilter(
 		}

 		if (isQuoted(value)) {
-			return unquote(value);
+			// Unescape `\'` → `'` (inverse of formatSingleValue) so the round-trip doesn't
+			// double the backslash each pass.
+			return unquote(value).replace(/\\'/g, "'");
 		}
 	}

--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts
@@ -11,6 +11,8 @@ import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
 import { v4 as uuid } from 'uuid';

 import { isKeyMatch } from './utils';
+import { CheckedState } from '../../types';
+import { SectionType } from './v2/itemRules';

 export const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
 export const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
@@ -148,6 +150,8 @@ export function applyCheckboxToggle({
 	value,
 	checked,
 	isOnlyOrAllClicked,
+	previousState,
+	sectionType,
 }: {
 	currentQuery: Query;
 	activeQueryIndex: number;
@@ -157,6 +161,8 @@ export function applyCheckboxToggle({
 	value: string;
 	checked: boolean;
 	isOnlyOrAllClicked: boolean;
+	previousState?: CheckedState;
+	sectionType?: SectionType;
 }): Query {
 	const activeItems =
 		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
@@ -216,6 +222,7 @@ export function applyCheckboxToggle({
 			);
 			if (currentFilter) {
 				const runningOperator = currentFilter?.op;
+
 				switch (runningOperator) {
 					case 'in':
 						if (checked) {
@@ -246,9 +253,29 @@ export function applyCheckboxToggle({
 								});
 							}
 						} else if (!checked) {
-							// if we are removing some value when the running operator is IN we filter.
-							// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
-							if (isArray(currentFilter.value)) {
+							// Related section: clicking to exclude creates NOT_IN for just this value
+							if (sectionType === SectionType.RELATED) {
+								const newFilter: TagFilterItem = {
+									id: uuid(),
+									op: getNotInOperator(source),
+									key: filter.attributeKey,
+									value,
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+								if (query.filter?.expression) {
+									query.filter.expression = removeKeysFromExpression(
+										query.filter.expression,
+										[filter.attributeKey.key],
+									);
+								}
+							} else if (isArray(currentFilter.value)) {
+								// if we are removing some value when the running operator is IN we filter.
+								// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
 								const newFilter = {
 									...currentFilter,
 									value: currentFilter.value.filter((val) => val !== value),
@@ -275,11 +302,38 @@ export function applyCheckboxToggle({
 						}
 						break;
 					case 'nin':
-					case 'not in':
-						// if the current running operator is NIN then when unchecking the value it gets
-						// added to the clause like key NIN [value1 , currentUnselectedValue]
-						if (!checked) {
-							// in case of array add the currentUnselectedValue to the list.
+					case 'not in': {
+						// NOT IN means "exclude these values"
+						// Check if value is currently in the exclusion list
+						const isValueInFilter = isArray(currentFilter.value)
+							? currentFilter.value.includes(value)
+							: currentFilter.value === value;
+
+						// When clicking unchecked "Other" item, user wants to SELECT it
+						// Replace NOT IN filter with IN [value]
+						if (previousState === 'unchecked' && checked) {
+							const newFilter: TagFilterItem = {
+								id: uuid(),
+								op: getOperatorValue(OPERATORS.IN),
+								key: filter.attributeKey,
+								value,
+							};
+							query.filters.items = query.filters.items.map((item) => {
+								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+									return newFilter;
+								}
+								return item;
+							});
+							if (query.filter?.expression) {
+								query.filter.expression = removeKeysFromExpression(
+									query.filter.expression,
+									[filter.attributeKey.key],
+								);
+							}
+						} else if (!checked || !isValueInFilter) {
+							// Add to NOT IN when:
+							// - checked=false (user explicitly unchecked to exclude)
+							// - checked=true but value not in filter (clicking "other" value to exclude)
 							if (isArray(currentFilter.value)) {
 								const newFilter = {
 									...currentFilter,
@@ -292,7 +346,6 @@ export function applyCheckboxToggle({
 									return item;
 								});
 							} else {
-								// in case of not an array make it one!
 								const newFilter = {
 									...currentFilter,
 									value: [currentFilter.value as string, value],
@@ -304,8 +357,9 @@ export function applyCheckboxToggle({
 									return item;
 								});
 							}
-						} else if (checked) {
-							// opposite of above!
+						} else {
+							// Remove from NOT IN when value IS in filter and checked=true
+							// (user wants to include this value back)
 							if (isArray(currentFilter.value)) {
 								const newFilter = {
 									...currentFilter,
@@ -346,6 +400,7 @@ export function applyCheckboxToggle({
 							}
 						}
 						break;
+					}
 					case '=':
 						if (checked) {
 							const newFilter = {
@@ -389,10 +444,11 @@ export function applyCheckboxToggle({
 				}
 			}
 		} else {
-			// case  - when there is no filter for the current key that means all are selected right now.
+			// No filter for this key - all are visually selected.
+			// checked=true → user wants to select (IN), checked=false → exclude (NOT IN)
 			const newFilterItem: TagFilterItem = {
 				id: uuid(),
-				op: getNotInOperator(source),
+				op: checked ? getOperatorValue(OPERATORS.IN) : getNotInOperator(source),
 				key: filter.attributeKey,
 				value,
 			};
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts
@@ -10,6 +10,8 @@ import {
 	applyCheckboxToggle,
 	clearFilterFromQuery,
 } from './checkboxFilterQuery';
+import { CheckedState } from '../../types';
+import { SectionType } from './v2/itemRules';

 interface UseCheckboxFilterActionsProps {
 	filter: IQuickFiltersConfig;
@@ -24,6 +26,8 @@ interface UseCheckboxFilterActionsReturn {
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
+		sectionType?: SectionType,
 	) => void;
 	onClear: () => void;
 }
@@ -53,6 +57,8 @@ function useCheckboxFilterActions({
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
+		sectionType?: SectionType,
 	): void => {
 		dispatch(
 			applyCheckboxToggle({
@@ -64,6 +70,8 @@ function useCheckboxFilterActions({
 				value,
 				checked,
 				isOnlyOrAllClicked,
+				previousState,
+				sectionType,
 			}),
 		);
 	};
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.module.scss
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.module.scss
@@ -0,0 +1,103 @@
+.checkboxFilter {
+	display: flex;
+	flex-direction: column;
+	padding: var(--spacing-6);
+	gap: var(--spacing-6);
+	border-bottom: 1px solid var(--l1-border);
+}
+
+.search {
+	--input-background: var(--l2-background);
+	--input-hover-background: var(--l2-background);
+	--input-focus-background: var(--l2-background);
+	--input-border-color: var(--l2-border);
+	--input-focus-border-color: var(--l2-border);
+}
+
+.searchSpinner {
+	color: var(--l2-foreground);
+	animation: spin 0.8s linear infinite;
+}
+
+@keyframes spin {
+	from {
+		transform: rotate(0deg);
+	}
+
+	to {
+		transform: rotate(360deg);
+	}
+}
+
+.values {
+	display: flex;
+	flex-direction: column;
+}
+
+.sectionValues {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-4);
+}
+
+.loadingValues {
+	display: flex;
+	align-items: center;
+	justify-content: center;
+	padding: var(--spacing-6) 0;
+}
+
+.loadingMore {
+	align-self: center;
+}
+
+.noData {
+	align-self: center;
+}
+
+.showMore {
+	display: flex;
+	align-items: center;
+	justify-content: center;
+}
+
+.showMoreText {
+	color: var(--accent-primary);
+	cursor: pointer;
+}
+
+.goToDocs {
+	display: flex;
+	flex-direction: column;
+	gap: 44px;
+}
+
+.goToDocsContainer {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+	margin-top: var(--spacing-2);
+}
+
+.goToDocsMessage {
+	color: var(--l2-foreground);
+	font-size: 14px;
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}
+
+.goToDocsButton {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	cursor: pointer;
+	margin: 0 0 var(--spacing-2);
+	padding: 0;
+}
+
+.goToDocsButtonText {
+	color: var(--bg-robin-400);
+	font-size: 14px;
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.testUtils.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.testUtils.tsx
@@ -0,0 +1,126 @@
+import { render, RenderResult } from 'tests/test-utils';
+import { server, rest } from 'mocks-server/server';
+import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { DataSource } from 'types/common/queryBuilder';
+import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
+
+import {
+	FiltersType,
+	IQuickFiltersConfig,
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from '../../../types';
+import CheckboxFilterV2 from './CheckboxFilterV2';
+
+export const DEFAULT_FILTER: IQuickFiltersConfig = {
+	type: FiltersType.CHECKBOX,
+	title: 'Environment',
+	attributeKey: {
+		key: 'deployment.environment',
+		dataType: DataTypes.String,
+		type: 'tag',
+	},
+	dataSource: DataSource.TRACES,
+	defaultOpen: true,
+};
+
+export const DEFAULT_USE_FIELD_APIS: QuickFilterCheckboxUseFieldApis = {
+	startUnixMilli: 1700000000000,
+	endUnixMilli: 1700003600000,
+	existingQuery: null,
+};
+
+export function mockFieldsValuesAPI(response: {
+	relatedValues?: (string | null)[];
+	stringValues?: (string | null)[];
+	numberValues?: (number | null)[];
+}): void {
+	server.use(
+		rest.get('http://localhost/api/v1/fields/values', (_, res, ctx) =>
+			res(
+				ctx.status(200),
+				ctx.json({
+					status: 'success',
+					data: {
+						values: {
+							relatedValues: response.relatedValues ?? [],
+							stringValues: response.stringValues ?? [],
+							numberValues: response.numberValues ?? [],
+						},
+					},
+				}),
+			),
+		),
+	);
+}
+
+export function mockFieldsValuesAPILoading(): void {
+	server.use(
+		rest.get('http://localhost/api/v1/fields/values', (_, res, ctx) =>
+			res(ctx.delay(10000)),
+		),
+	);
+}
+
+export function setupServer(): void {
+	beforeAll(() => server.listen({ onUnhandledRequest: 'bypass' }));
+	afterEach(() => server.resetHandlers());
+	afterAll(() => server.close());
+}
+
+export interface FilterItemConfig {
+	op: string;
+	value: string | string[];
+}
+
+export function renderWithFilter(
+	onFilterChange: jest.Mock,
+	filterItem?: FilterItemConfig,
+): RenderResult {
+	const items: TagFilterItem[] = filterItem
+		? [
+				{
+					key: { key: 'deployment.environment' },
+					op: filterItem.op,
+					value: filterItem.value,
+				} as TagFilterItem,
+			]
+		: [];
+
+	return render(
+		<CheckboxFilterV2
+			filter={DEFAULT_FILTER}
+			source={QuickFiltersSource.TRACES_EXPLORER}
+			useFieldApis={{
+				...DEFAULT_USE_FIELD_APIS,
+				existingQuery: 'service.name = "api"',
+			}}
+			onFilterChange={onFilterChange}
+		/>,
+		undefined,
+		{
+			queryBuilderOverrides: {
+				currentQuery: {
+					builder: {
+						queryData: [
+							{
+								filters: { items, op: 'AND' },
+								filter: { expression: 'service.name = "api"' },
+							},
+						],
+					},
+				},
+			} as never,
+		},
+	);
+}
+
+export function getFilterFromCall(
+	onFilterChange: jest.Mock,
+	callIndex = 0,
+): TagFilterItem | undefined {
+	const query = onFilterChange.mock.calls[callIndex]?.[0] as Query | undefined;
+	return query?.builder.queryData[0]?.filters?.items?.find(
+		(item) => item.key?.key === 'deployment.environment',
+	);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.tsx
@@ -0,0 +1,241 @@
+import { useEffect, useMemo, useRef, useState } from 'react';
+import { Input } from '@signozhq/ui/input';
+import { Skeleton } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { LoaderCircle } from '@signozhq/icons';
+import {
+	IQuickFiltersConfig,
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from 'components/QuickFilters/types';
+import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import useDebouncedFn from 'hooks/useDebouncedFunction';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import { NON_SELECTED_OPERATORS } from '../checkboxFilterQuery';
+import useActiveQueryIndex from '../useActiveQueryIndex';
+import useCheckboxDisclosure from '../useCheckboxDisclosure';
+import useCheckboxFilterActions from '../useCheckboxFilterActions';
+import useCheckboxFilterState from '../useCheckboxFilterState';
+import { useFieldValues } from './useFieldValues';
+import { useExistingQuery } from './useExistingQuery';
+import { isKeyMatch } from '../utils';
+
+import { CheckboxFilterV2Header } from './CheckboxFilterV2Header';
+import { CheckboxFilterV2Section } from './CheckboxFilterV2Section';
+import { buildSelectedSet, useSectionedValues } from './useSectionedValues';
+import { useStaleRelatedExclusions } from './useStaleRelatedExclusions';
+
+import styles from './CheckboxFilterV2.module.scss';
+
+interface CheckboxFilterV2Props {
+	filter: IQuickFiltersConfig;
+	source: QuickFiltersSource;
+	onFilterChange?: (query: Query) => void;
+	useFieldApis: QuickFilterCheckboxUseFieldApis;
+}
+
+export default function CheckboxFilterV2(
+	props: CheckboxFilterV2Props,
+): JSX.Element {
+	const { source, filter, onFilterChange, useFieldApis } = props;
+	const [searchText, setSearchText] = useState<string>('');
+	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
+
+	const { currentQuery } = useQueryBuilder();
+	const activeQueryIndex = useActiveQueryIndex(source);
+
+	const {
+		isOpen,
+		isSomeFilterPresentForCurrentAttribute,
+		visibleItemsCount,
+		onToggleOpen,
+		onShowMore,
+	} = useCheckboxDisclosure({ filter, activeQueryIndex });
+
+	// Auto-preserve open state when filter is present
+	useEffect(() => {
+		if (isSomeFilterPresentForCurrentAttribute && userToggleState === null) {
+			setUserToggleState(true);
+		}
+	}, [isSomeFilterPresentForCurrentAttribute, userToggleState]);
+
+	const { existingQuery, hasExistingQuery } = useExistingQuery({
+		useFieldApis,
+		activeQueryIndex,
+	});
+
+	const { relatedValues, allValues, isLoading, isFetching } = useFieldValues({
+		filter,
+		searchText,
+		existingQuery,
+		metricNamespace: useFieldApis.metricNamespace,
+		startUnixMilli: useFieldApis.startUnixMilli,
+		endUnixMilli: useFieldApis.endUnixMilli,
+		enabled: isOpen,
+	});
+
+	// Track if initial load completed (don't show skeleton after first load)
+	// Must track if loading ever started, otherwise hasLoadedOnce gets set
+	// immediately on first render when query is disabled (isLoading=false)
+	const hasLoadedOnce = useRef(false);
+	const wasLoading = useRef(false);
+	if (isLoading) {
+		wasLoading.current = true;
+	}
+	if (!isLoading && wasLoading.current && !hasLoadedOnce.current) {
+		hasLoadedOnce.current = true;
+	}
+
+	// Combine for state derivation
+	const attributeValues = useMemo(() => {
+		const combined = [...relatedValues, ...allValues];
+		return [...new Set(combined)];
+	}, [relatedValues, allValues]);
+
+	const { currentFilterState, isFilterDisabled, isMultipleValuesTrueForTheKey } =
+		useCheckboxFilterState({ filter, attributeValues, activeQueryIndex });
+
+	const { onChange, onClear } = useCheckboxFilterActions({
+		filter,
+		source,
+		attributeValues,
+		activeQueryIndex,
+		onFilterChange,
+	});
+
+	const setSearchTextDebounced = useDebouncedFn((...args) => {
+		setSearchText(args[0] as string);
+	}, DEBOUNCE_DELAY);
+
+	const currentFilterOp = useMemo(() => {
+		const filterSync = currentQuery?.builder.queryData?.[
+			activeQueryIndex
+		]?.filters?.items.find((item) =>
+			isKeyMatch(item.key?.key, filter.attributeKey.key),
+		);
+		return filterSync?.op;
+	}, [
+		currentQuery?.builder.queryData,
+		activeQueryIndex,
+		filter.attributeKey.key,
+	]);
+
+	const isNotInOperator = NON_SELECTED_OPERATORS.includes(currentFilterOp || '');
+
+	const selectedValues = useMemo(
+		() => [
+			...buildSelectedSet(
+				currentFilterState,
+				isSomeFilterPresentForCurrentAttribute,
+				isNotInOperator,
+			),
+		],
+		[currentFilterState, isSomeFilterPresentForCurrentAttribute, isNotInOperator],
+	);
+
+	const isRefreshing = isFetching && !isLoading && searchText === '';
+	const relatedExclusions = useStaleRelatedExclusions({
+		selectedValues,
+		isFetching,
+		isRefreshing,
+	});
+
+	const { sections, totalCount } = useSectionedValues({
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		visibleItemsCount,
+		relatedExclusions,
+	});
+
+	return (
+		<div className={styles.checkboxFilter} data-testid="checkbox-filter-v2">
+			<CheckboxFilterV2Header
+				title={filter.title}
+				isOpen={isOpen}
+				showClearAll={!!attributeValues.length}
+				onToggleOpen={onToggleOpen}
+				onClear={onClear}
+				isSomeFilterPresentForCurrentAttribute={
+					isSomeFilterPresentForCurrentAttribute
+				}
+			/>
+			{isOpen && isLoading && !hasLoadedOnce.current && (
+				<section>
+					<Skeleton paragraph={{ rows: 4 }} />
+				</section>
+			)}
+			{isOpen && (!isLoading || hasLoadedOnce.current) && (
+				<>
+					<section className={styles.search}>
+						<Input
+							placeholder="Filter values"
+							onChange={(e): void => setSearchTextDebounced(e.target.value)}
+							disabled={isFilterDisabled}
+							data-testid="checkbox-filter-search"
+							suffix={
+								isFetching ? (
+									<LoaderCircle
+										size={14}
+										className={styles.searchSpinner}
+										data-testid="checkbox-filter-search-loading"
+									/>
+								) : null
+							}
+						/>
+					</section>
+
+					{totalCount > 0 && (
+						<section className={styles.values}>
+							{sections.map((section, index) => (
+								<CheckboxFilterV2Section
+									key={section.type}
+									section={section}
+									index={index}
+									isFilterDisabled={isFilterDisabled}
+									filter={filter}
+									isSomeFilterPresentForCurrentAttribute={
+										isSomeFilterPresentForCurrentAttribute
+									}
+									isMultipleValuesTrueForTheKey={isMultipleValuesTrueForTheKey}
+									onChange={onChange}
+								/>
+							))}
+						</section>
+					)}
+
+					{totalCount === 0 && hasLoadedOnce.current && !isFetching && (
+						<section
+							className={styles.noData}
+							data-testid={
+								searchText
+									? 'checkbox-filter-no-search-results'
+									: 'checkbox-filter-empty'
+							}
+						>
+							<Typography.Text>No values found</Typography.Text>
+						</section>
+					)}
+
+					{visibleItemsCount < totalCount &&
+						!(searchText && (isLoading || isFetching)) && (
+							<section className={styles.showMore}>
+								<Typography.Text
+									className={styles.showMoreText}
+									onClick={onShowMore}
+									data-testid="checkbox-filter-show-more"
+								>
+									Show More...
+								</Typography.Text>
+							</section>
+						)}
+				</>
+			)}
+		</div>
+	);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.module.scss
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.module.scss
@@ -0,0 +1,33 @@
+.header {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	cursor: pointer;
+}
+
+.leftAction {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+}
+
+.title {
+	color: var(--l2-foreground);
+	font-size: 14px;
+	font-weight: 400;
+	line-height: 18px;
+	letter-spacing: -0.07px;
+	text-transform: capitalize;
+}
+
+.rightAction {
+	display: flex;
+	align-items: center;
+	min-width: 48px;
+}
+
+.clearAll {
+	font-size: 12px;
+	color: var(--accent-primary);
+	cursor: pointer;
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.tsx
@@ -0,0 +1,62 @@
+import { Typography } from '@signozhq/ui/typography';
+import { ChevronDown, ChevronRight } from '@signozhq/icons';
+
+import styles from './CheckboxFilterV2Header.module.scss';
+
+interface CheckboxFilterHeaderProps {
+	title: string;
+	isOpen: boolean;
+	showClearAll: boolean;
+	onToggleOpen: () => void;
+	onClear: () => void;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+}
+
+export function CheckboxFilterV2Header({
+	title,
+	isOpen,
+	showClearAll,
+	onToggleOpen,
+	onClear,
+	isSomeFilterPresentForCurrentAttribute,
+}: CheckboxFilterHeaderProps): JSX.Element {
+	return (
+		<section
+			role="button"
+			tabIndex={0}
+			className={styles.header}
+			onClick={onToggleOpen}
+			onKeyDown={(e): void => {
+				if (e.key === 'Enter' || e.key === ' ') {
+					onToggleOpen();
+				}
+			}}
+			data-testid="checkbox-filter-header"
+			data-state={isOpen ? 'open' : 'closed'}
+		>
+			<section className={styles.leftAction}>
+				{isOpen ? (
+					<ChevronDown size={13} cursor="pointer" />
+				) : (
+					<ChevronRight size={13} cursor="pointer" />
+				)}
+				<Typography.Text className={styles.title}>{title}</Typography.Text>
+			</section>
+			<section className={styles.rightAction}>
+				{isOpen && showClearAll && isSomeFilterPresentForCurrentAttribute && (
+					<Typography.Text
+						className={styles.clearAll}
+						onClick={(e): void => {
+							e.stopPropagation();
+							e.preventDefault();
+							onClear();
+						}}
+						data-testid="checkbox-filter-clear-all"
+					>
+						Clear
+					</Typography.Text>
+				)}
+			</section>
+		</section>
+	);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Section.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Section.tsx
@@ -0,0 +1,106 @@
+import {
+	IQuickFiltersConfig,
+	CheckedState,
+} from 'components/QuickFilters/types';
+
+import { CheckboxFilterV2ValueRow } from './CheckboxFilterV2ValueRow';
+import { SectionDivider } from './SectionDivider';
+import { Section } from './useSectionedValues';
+import { SectionType } from './itemRules';
+
+import styles from './CheckboxFilterV2.module.scss';
+
+interface SectionConfig {
+	label: string;
+	tooltip?: string;
+}
+
+function getSectionConfig(type: SectionType): SectionConfig | null {
+	switch (type) {
+		case SectionType.SELECTED:
+			return { label: 'Selected' };
+		case SectionType.RELATED:
+			return {
+				label: 'Related',
+				tooltip: 'Values that are filtered by your current selection.',
+			};
+		case SectionType.ALL_VALUES:
+			return { label: 'All values' };
+		default:
+			return null;
+	}
+}
+
+interface CheckboxFilterV2SectionProps {
+	section: Section;
+	index: number;
+	isFilterDisabled: boolean;
+	filter: IQuickFiltersConfig;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+	isMultipleValuesTrueForTheKey: boolean;
+	onChange: (
+		value: string,
+		checked: boolean,
+		isOnly: boolean,
+		previousState?: CheckedState,
+		sectionType?: SectionType,
+	) => void;
+}
+
+export function CheckboxFilterV2Section(
+	props: CheckboxFilterV2SectionProps,
+): JSX.Element | null {
+	const {
+		section,
+		index,
+		isFilterDisabled,
+		filter,
+		isSomeFilterPresentForCurrentAttribute,
+		isMultipleValuesTrueForTheKey,
+		onChange,
+	} = props;
+
+	if (section.items.length === 0) {
+		return null;
+	}
+
+	const config = getSectionConfig(section.type);
+
+	// Show divider for all sections except first SELECTED section
+	const showDivider =
+		config !== null && (index > 0 || section.type !== SectionType.SELECTED);
+
+	return (
+		<div data-testid={`section-${section.type}`} className={styles.sectionValues}>
+			{showDivider && config && (
+				<SectionDivider label={config.label} tooltip={config.tooltip} />
+			)}
+			{section.items.map(({ value, badge, checkedState }) => {
+				const isChecked = checkedState === 'checked';
+
+				return (
+					<CheckboxFilterV2ValueRow
+						key={value}
+						value={value}
+						checkedState={checkedState}
+						disabled={isFilterDisabled}
+						title={filter.title}
+						badge={badge}
+						onlyButtonLabel={
+							isSomeFilterPresentForCurrentAttribute
+								? isChecked && !isMultipleValuesTrueForTheKey
+									? 'All'
+									: 'Only'
+								: 'Only'
+						}
+						customRendererForValue={filter.customRendererForValue}
+						onCheckboxChange={(checked, previousState): void =>
+							onChange(value, checked, false, previousState, section.type)
+						}
+						onOnlyOrAllClick={(): void => onChange(value, isChecked, true)}
+					/>
+				);
+			})}
+		</div>
+	);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.module.scss
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.module.scss
@@ -0,0 +1,164 @@
+.valueRow {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-4);
+	min-height: 24px;
+}
+
+.checkbox {
+	display: inline-flex;
+	align-items: center;
+}
+
+.valueButton {
+	display: grid;
+	grid-template-columns: minmax(0, 1fr) auto;
+	align-items: center;
+	gap: var(--spacing-2);
+	width: calc(100% - 24px);
+	cursor: pointer;
+}
+
+.content {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	min-width: 0;
+}
+
+.valueLabel {
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	overflow: hidden;
+}
+
+.actions {
+	display: grid;
+	align-items: center;
+	justify-items: end;
+
+	// Stack badge / only / toggle in a single cell so the crossfade overlaps
+	// instead of laying them side-by-side mid-transition.
+	> * {
+		grid-area: 1 / 1;
+	}
+}
+
+.badge {
+	opacity: 1;
+	transition:
+		opacity 0.16s ease,
+		display 0.16s allow-discrete;
+}
+
+.onlyButton {
+	display: none;
+	align-items: center;
+	justify-content: center;
+	opacity: 0;
+	transform: translateX(4px);
+	transition:
+		opacity 0.16s ease,
+		transform 0.16s ease,
+		display 0.16s allow-discrete;
+	--button-height: 21px;
+	--button-padding: var(--spacing-5);
+
+	&:hover {
+		background-color: unset;
+	}
+}
+
+.toggleButton {
+	display: none;
+	align-items: center;
+	justify-content: center;
+	opacity: 0;
+	transform: translateX(4px);
+	transition:
+		opacity 0.16s ease,
+		transform 0.16s ease,
+		display 0.16s allow-discrete;
+	--button-height: 21px;
+	--button-padding: var(--spacing-5);
+
+	&:hover {
+		background-color: unset;
+	}
+}
+
+.isDisabled {
+	cursor: not-allowed;
+
+	.valueLabel {
+		color: var(--l3-foreground);
+	}
+
+	.onlyButton {
+		cursor: not-allowed;
+		color: var(--l3-foreground);
+	}
+
+	.toggleButton {
+		cursor: not-allowed;
+		color: var(--l3-foreground);
+	}
+}
+
+.valueButton:hover {
+	.onlyButton {
+		display: flex;
+		opacity: 1;
+		transform: translateX(0);
+
+		@starting-style {
+			opacity: 0;
+			transform: translateX(4px);
+		}
+	}
+
+	.badge {
+		display: none;
+		opacity: 0;
+	}
+}
+
+.checkbox:hover ~ .valueButton {
+	.toggleButton {
+		display: flex;
+		opacity: 1;
+		transform: translateX(0);
+
+		@starting-style {
+			opacity: 0;
+			transform: translateX(4px);
+		}
+	}
+
+	.badge {
+		display: none;
+		opacity: 0;
+	}
+}
+
+@media (prefers-reduced-motion: reduce) {
+	.badge,
+	.onlyButton,
+	.toggleButton {
+		transition: none;
+	}
+}
+
+.indicatorFalse {
+	width: 2px;
+	height: 11px;
+	border-radius: 2px;
+	background: var(--danger-background);
+}
+
+.indicatorTrue {
+	width: 2px;
+	height: 11px;
+	border-radius: 2px;
+	background: var(--bg-forest-500);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.tsx
@@ -0,0 +1,118 @@
+import { Badge } from '@signozhq/ui/badge';
+import { Button } from '@signozhq/ui/button';
+import { Checkbox } from '@signozhq/ui/checkbox';
+import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+
+import { BadgeConfig } from './itemRules';
+import { CheckedState } from '../../../types';
+import styles from './CheckboxFilterV2ValueRow.module.scss';
+
+interface ValueRowProps {
+	value: string;
+	checkedState: CheckedState;
+	disabled: boolean;
+	title: string;
+	onlyButtonLabel: string;
+	customRendererForValue?: (value: string) => JSX.Element;
+	onCheckboxChange: (checked: boolean, previousState: CheckedState) => void;
+	onOnlyOrAllClick: () => void;
+	badge: BadgeConfig | null;
+}
+
+function toCheckboxValue(state: CheckedState): boolean | 'indeterminate' {
+	if (state === 'indeterminate') {
+		return 'indeterminate';
+	}
+	return state === 'checked';
+}
+
+const INDICATOR_CLASS_MAP = {
+	false: styles.indicatorFalse,
+	true: styles.indicatorTrue,
+} as Record<string, string>;
+
+export function CheckboxFilterV2ValueRow({
+	value,
+	checkedState,
+	disabled,
+	title,
+	onlyButtonLabel,
+	customRendererForValue,
+	onCheckboxChange,
+	onOnlyOrAllClick,
+	badge,
+}: ValueRowProps): JSX.Element {
+	const indicatorClass = INDICATOR_CLASS_MAP[value];
+
+	return (
+		<div
+			className={styles.valueRow}
+			data-testid={`checkbox-value-row-${value}`}
+			data-state={checkedState}
+			data-disabled={disabled}
+		>
+			<div className={styles.checkbox}>
+				<Checkbox
+					onChange={(isChecked): void =>
+						onCheckboxChange(isChecked === true, checkedState)
+					}
+					value={toCheckboxValue(checkedState)}
+					disabled={disabled}
+					color="primary"
+					testId={`checkbox-${title}-${value}`}
+				/>
+			</div>
+
+			<div
+				role="button"
+				tabIndex={disabled ? -1 : 0}
+				className={cx(styles.valueButton, disabled && styles.isDisabled)}
+				onClick={(): void => {
+					if (disabled) {
+						return;
+					}
+					onOnlyOrAllClick();
+				}}
+				onKeyDown={(e): void => {
+					if (disabled) {
+						return;
+					}
+					if (e.key === 'Enter' || e.key === ' ') {
+						onOnlyOrAllClick();
+					}
+				}}
+			>
+				<div className={styles.content}>
+					{indicatorClass && <div className={indicatorClass} />}
+					{customRendererForValue ? (
+						customRendererForValue(value)
+					) : (
+						<Typography.Text title={value} className={styles.valueLabel}>
+							{value}
+						</Typography.Text>
+					)}
+				</div>
+
+				<div className={styles.actions}>
+					{badge && (
+						<Badge
+							variant="outline"
+							color={badge.color}
+							className={styles.badge}
+							testId={`badge-${badge.key}`}
+						>
+							{badge.label}
+						</Badge>
+					)}
+					<Button variant="ghost" color="secondary" className={styles.onlyButton}>
+						{onlyButtonLabel}
+					</Button>
+					<Button variant="ghost" color="secondary" className={styles.toggleButton}>
+						Toggle
+					</Button>
+				</div>
+			</div>
+		</div>
+	);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/SectionDivider.module.scss
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/SectionDivider.module.scss
@@ -0,0 +1,29 @@
+.divider {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-4);
+	padding: var(--spacing-2) 0;
+
+	margin-bottom: calc(-1 * var(--spacing-4));
+}
+
+.line {
+	flex: 1;
+	height: 1px;
+	background: var(--l1-border);
+}
+
+.label {
+	font-size: var(--periscope-font-size-small);
+	font-weight: var(--font-weight-semibold);
+	text-transform: uppercase;
+	letter-spacing: 0.5px;
+	color: var(--l3-foreground);
+	white-space: nowrap;
+}
+
+.infoIcon {
+	color: var(--l3-foreground);
+	cursor: help;
+	flex-shrink: 0;
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/SectionDivider.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/SectionDivider.tsx
@@ -0,0 +1,33 @@
+import { Tooltip } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { Info } from '@signozhq/icons';
+
+import styles from './SectionDivider.module.scss';
+
+interface SectionDividerProps {
+	label: string;
+	tooltip?: string;
+}
+
+export function SectionDivider({
+	label,
+	tooltip,
+}: SectionDividerProps): JSX.Element {
+	const testId = label.toLowerCase().replace(/\s+/g, '-');
+	return (
+		<div className={styles.divider} data-testid={`section-divider-${testId}`}>
+			<div className={styles.line} />
+			<Typography.Text className={styles.label}>{label}</Typography.Text>
+			{tooltip && (
+				<Tooltip title={tooltip}>
+					<Info
+						size={12}
+						className={styles.infoIcon}
+						data-testid="section-divider-info"
+					/>
+				</Tooltip>
+			)}
+			<div className={styles.line} />
+		</div>
+	);
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.existingQuery.test.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.existingQuery.test.tsx
@@ -0,0 +1,302 @@
+import { screen } from '@testing-library/react';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+const USE_FIELD_APIS_AUTO_DERIVE = {
+	...DEFAULT_USE_FIELD_APIS,
+	existingQuery: undefined,
+};
+
+setupServer();
+
+describe('CheckboxFilterV2 - existingQuery calculation', () => {
+	const captureExistingQuery = (): Promise<string | null> =>
+		new Promise((resolve) => {
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const existingQuery = req.url.searchParams.get('existingQuery');
+					resolve(existingQuery);
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: ['test'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+		});
+
+	describe('useFieldApis.existingQuery takes precedence', () => {
+		it('uses useFieldApis.existingQuery when provided', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'custom.query = "value"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'should.be.ignored = "yes"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('custom.query = "value"');
+		});
+
+		it('returns undefined when useFieldApis.existingQuery is null', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: null,
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'should.be.ignored = "yes"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBeNull();
+		});
+	});
+
+	describe('V5 filter.expression preferred over V3 filters.items', () => {
+		it('uses V5 filter.expression when both exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'from-v3-items',
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'v5.expression = "preferred"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('v5.expression = "preferred"');
+		});
+
+		it('uses V5 filter.expression when no V3 items exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'only.v5 = "expression"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('only.v5 = "expression"');
+		});
+	});
+
+	describe('V3 filters.items fallback', () => {
+		it('converts V3 filters.items to expression when no V5 expression exists', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'api-service',
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe("service.name = 'api-service'");
+		});
+
+		it('converts multiple V3 filters.items with AND operator', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'api',
+												},
+												{
+													key: { key: 'env', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'prod',
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe("service.name = 'api' AND env = 'prod'");
+		});
+
+		it('returns undefined when no filters exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBeNull();
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.interactions.test.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.interactions.test.tsx
@@ -0,0 +1,768 @@
+import { screen, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	getFilterFromCall,
+	mockFieldsValuesAPI,
+	renderWithFilter,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - interactions', () => {
+	describe('search functionality', () => {
+		it('filters values based on search text', async () => {
+			const user = userEvent.setup();
+
+			let searchTextReceived = '';
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					searchTextReceived = req.url.searchParams.get('searchText') || '';
+
+					const values =
+						searchTextReceived === ''
+							? ['production', 'staging', 'development']
+							: ['production'];
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: values,
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('checkbox-value-row-staging')).toBeInTheDocument();
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(searchTextReceived).toBe('prod');
+			});
+
+			await waitFor(() => {
+				expect(
+					screen.queryByTestId('checkbox-value-row-staging'),
+				).not.toBeInTheDocument();
+			});
+		});
+
+		it('filters values via search while preserving existingQuery context', async () => {
+			const user = userEvent.setup();
+
+			let requestCount = 0;
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					requestCount += 1;
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					if (requestCount === 1) {
+						return res(
+							ctx.status(200),
+							ctx.json({
+								status: 'success',
+								data: {
+									values: {
+										relatedValues: ['production'],
+										stringValues: ['staging', 'development'],
+										numberValues: [],
+									},
+								},
+							}),
+						);
+					}
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: searchText === 'prod' ? ['production'] : [],
+									stringValues: searchText === 'prod' ? ['production'] : ['staging'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			// Related values now appear in "Related" section (no badge, uses divider instead)
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(
+					screen.queryByTestId('checkbox-value-row-staging'),
+				).not.toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-production'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows filtered results in all_values section when searching with existingQuery', async () => {
+			const user = userEvent.setup();
+
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: searchText === '' ? ['prod', 'staging'] : ['prod-match'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-prod');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(screen.getByTestId('section-all_values')).toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-prod-match'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows empty search results message when no matches found', async () => {
+			const user = userEvent.setup();
+
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: searchText === '' ? ['prod', 'staging'] : [],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-prod');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'xyz-no-match');
+
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-no-search-results'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows both RELATED and ALL_VALUES sections with non-overlapping values', async () => {
+			// This tests the bug fix where different pod names in relatedValues vs stringValues
+			// caused all items to go to ALL_VALUES instead of showing RELATED section
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) =>
+					res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									// Non-overlapping: different pod instances
+									relatedValues: ['pod-a-instance-1', 'pod-b-instance-1'],
+									stringValues: ['pod-a-instance-2', 'pod-b-instance-2'],
+									numberValues: [],
+								},
+							},
+						}),
+					),
+				),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+			);
+
+			// Wait for values to load
+			await screen.findByTestId('checkbox-value-row-pod-a-instance-1');
+
+			// RELATED section should exist with relatedValues
+			expect(screen.getByTestId('section-related')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-a-instance-1'),
+			).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-b-instance-1'),
+			).toBeInTheDocument();
+
+			// ALL_VALUES section should exist with stringValues
+			expect(screen.getByTestId('section-all_values')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-a-instance-2'),
+			).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-b-instance-2'),
+			).toBeInTheDocument();
+		});
+
+		it('shows both sections during search with filtered non-overlapping values', async () => {
+			const user = userEvent.setup();
+
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					// Simulate API filtering - both arrays filtered but remain non-overlapping
+					const relatedValues =
+						searchText === '' ? ['pod-a-v1', 'pod-b-v1', 'pod-c-v1'] : ['pod-a-v1']; // filtered to match 'pod-a'
+					const stringValues =
+						searchText === '' ? ['pod-a-v2', 'pod-b-v2', 'pod-c-v2'] : ['pod-a-v2']; // filtered to match 'pod-a'
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues,
+									stringValues,
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-pod-a-v1');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'pod-a');
+
+			// After search, both sections should still appear with filtered results
+			await waitFor(() => {
+				// RELATED section with filtered relatedValues
+				expect(screen.getByTestId('section-related')).toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-pod-a-v1'),
+				).toBeInTheDocument();
+
+				// ALL_VALUES section with filtered stringValues
+				expect(screen.getByTestId('section-all_values')).toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-pod-a-v2'),
+				).toBeInTheDocument();
+
+				// Other values should be filtered out
+				expect(
+					screen.queryByTestId('checkbox-value-row-pod-b-v1'),
+				).not.toBeInTheDocument();
+			});
+		});
+	});
+
+	describe('header interactions', () => {
+		it('collapses when header clicked on open filter', async () => {
+			const user = userEvent.setup();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'open');
+
+			await user.click(header);
+
+			expect(header).toHaveAttribute('data-state', 'closed');
+			expect(
+				screen.queryByTestId('checkbox-value-row-production'),
+			).not.toBeInTheDocument();
+		});
+
+		it('expands when header clicked on closed filter', async () => {
+			const user = userEvent.setup();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={{ ...DEFAULT_FILTER, defaultOpen: false }}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'closed');
+
+			await user.click(header);
+
+			expect(header).toHaveAttribute('data-state', 'open');
+			await screen.findByTestId('checkbox-value-row-production');
+		});
+	});
+
+	describe('show more functionality', () => {
+		it('shows "Show More..." when more than 10 values', async () => {
+			const values = Array.from(
+				{ length: 15 },
+				(_, i) => `value-${String(i).padStart(2, '0')}`,
+			);
+			mockFieldsValuesAPI({ stringValues: values });
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-value-00');
+
+			expect(screen.getByTestId('checkbox-filter-show-more')).toBeInTheDocument();
+
+			expect(
+				screen.queryByTestId('checkbox-value-row-value-10'),
+			).not.toBeInTheDocument();
+		});
+
+		it('loads more values when "Show More..." clicked', async () => {
+			const user = userEvent.setup();
+
+			const values = Array.from(
+				{ length: 15 },
+				(_, i) => `value-${String(i).padStart(2, '0')}`,
+			);
+			mockFieldsValuesAPI({ stringValues: values });
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-value-00');
+
+			await user.click(screen.getByTestId('checkbox-filter-show-more'));
+
+			await screen.findByTestId('checkbox-value-row-value-10');
+			expect(
+				screen.getByTestId('checkbox-value-row-value-14'),
+			).toBeInTheDocument();
+		});
+	});
+
+	describe('clear functionality', () => {
+		it('shows clear button when filter is open and has filter applied', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			expect(screen.getByTestId('checkbox-filter-clear-all')).toBeInTheDocument();
+		});
+
+		it('hides clear button when no filter applied for attribute', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+
+		it('calls onFilterChange when clear clicked', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+					onFilterChange={onFilterChange}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onFilterChange).toHaveBeenCalled();
+		});
+	});
+
+	describe('value row interactions', () => {
+		it('calls onFilterChange when checkbox value clicked', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+					onFilterChange={onFilterChange}
+				/>,
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+
+			await user.click(within(productionRow).getByText('production'));
+
+			expect(onFilterChange).toHaveBeenCalled();
+		});
+
+		it('creates NOT IN filter when unchecking related item with no existing filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with no filter, related items show as checked
+			// Clicking unchecks them → creates NOT IN filter to exclude
+			renderWithFilter(onFilterChange);
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toBe('valueA');
+		});
+
+		it('converts NOT IN to IN when toggling unchecked (other) item', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Clicking unchecked "Other" item with NOT IN filter should convert to IN [B]
+			renderWithFilter(onFilterChange, { op: 'not in', value: ['valueA'] });
+
+			const rowB = await screen.findByTestId('checkbox-value-row-valueB');
+			expect(rowB).toHaveAttribute('data-state', 'unchecked');
+
+			await user.click(within(rowB).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toBe('valueB');
+		});
+
+		it('accumulates both values in IN when toggling checked (related) then unchecked (other)', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with IN filter for valueA
+			renderWithFilter(onFilterChange, { op: 'in', value: ['valueA'] });
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			const rowB = screen.getByTestId('checkbox-value-row-valueB');
+			expect(rowB).toHaveAttribute('data-state', 'unchecked');
+
+			// Toggle B (unchecked -> should add to IN)
+			await user.click(within(rowB).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toStrictEqual(['valueA', 'valueB']);
+		});
+
+		it('adds to NOT IN when toggling checked (related) with existing NOT IN filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with NOT IN filter for valueB
+			renderWithFilter(onFilterChange, { op: 'not in', value: ['valueB'] });
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			// Related values show as checked
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			// Toggle A (checked -> should add to NOT IN)
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toStrictEqual(['valueB', 'valueA']);
+		});
+
+		it('creates NOT IN for single value when toggling related item with existing IN filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['relatedValue'],
+				stringValues: ['otherValue'],
+			});
+
+			// Start with IN filter for otherValue (Selected section)
+			// relatedValue is in Related section (checked visually)
+			renderWithFilter(onFilterChange, { op: 'in', value: ['otherValue'] });
+
+			const selectedRow = await screen.findByTestId(
+				'checkbox-value-row-otherValue',
+			);
+			expect(selectedRow).toHaveAttribute('data-state', 'checked');
+
+			const relatedRow = screen.getByTestId('checkbox-value-row-relatedValue');
+			expect(relatedRow).toHaveAttribute('data-state', 'checked');
+
+			// Toggle related item (checked -> should create NOT IN with just this value)
+			await user.click(within(relatedRow).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toBe('relatedValue');
+		});
+	});
+
+	describe('custom renderer', () => {
+		it('uses customRendererForValue when provided', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			const customRenderer = (value: string): JSX.Element => (
+				<span data-testid="custom-rendered">{`ENV: ${value}`}</span>
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={{ ...DEFAULT_FILTER, customRendererForValue: customRenderer }}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('custom-rendered');
+			expect(screen.getByText('ENV: production')).toBeInTheDocument();
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.itemRules.test.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.itemRules.test.tsx
@@ -0,0 +1,499 @@
+import { screen, within } from '@testing-library/react';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	mockFieldsValuesAPI,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - item rules', () => {
+	describe('no existing query', () => {
+		it('all values show as checked with no badge when no query exists', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(within(productionRow).getByText('production')).toBeInTheDocument();
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+			expect(stagingRow).toHaveAttribute('data-state', 'checked');
+
+			// No section dividers when no existing query (all in "selected" section)
+			expect(
+				screen.queryByTestId('section-divider-related'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('section-divider-all-values'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('with existing query (related values)', () => {
+		it('shows related values in "Related" section with checked state', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production'],
+				stringValues: ['staging', 'development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(within(productionRow).getByText('production')).toBeInTheDocument();
+
+			// Related values show as checked in "Related" section
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+
+			// Other values show as unchecked in "All values" section
+			expect(screen.getByTestId('section-divider-all-values')).toBeInTheDocument();
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+		});
+
+		it('shows no badge for values not in relatedValues (unchecked state in All values section)', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production'],
+				stringValues: ['staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const stagingRow = await screen.findByTestId('checkbox-value-row-staging');
+			expect(within(stagingRow).getByText('staging')).toBeInTheDocument();
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('shows related values as checked when hasFilterForThisKey=true and isInRelatedValues=true', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production', 'staging'],
+				stringValues: ['development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			// production is selected - in selected section
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+
+			// staging is related - in related section with checked state
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'checked');
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+		});
+	});
+
+	describe('selected values with IN operator', () => {
+		it('shows checked state with no badge for IN-selected values', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+			expect(
+				within(productionRow).queryByTestId(/^badge-/),
+			).not.toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+		});
+	});
+
+	describe('selected values with NOT IN operator', () => {
+		it('shows unchecked state with no badge for NOT_IN-selected values', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'not in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'unchecked');
+			expect(
+				within(productionRow).queryByTestId(/^badge-/),
+			).not.toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+	});
+
+	describe('section ordering', () => {
+		it('orders selected section before related section before other section', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-value'],
+				stringValues: ['other-value', 'selected-value'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['selected-value'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-selected-value');
+
+			const allRows = screen.getAllByTestId(/^checkbox-value-row-/);
+			const values = allRows.map((row) =>
+				row.getAttribute('data-testid')?.replace('checkbox-value-row-', ''),
+			);
+
+			expect(values[0]).toBe('selected-value');
+			expect(values[1]).toBe('related-value');
+			expect(values[2]).toBe('other-value');
+		});
+
+		it('sorts alphabetically within same section', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['zebra', 'alpha', 'mike'],
+				stringValues: [],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-alpha');
+
+			const allRows = screen.getAllByTestId(/^checkbox-value-row-/);
+			const values = allRows.map((row) =>
+				row.getAttribute('data-testid')?.replace('checkbox-value-row-', ''),
+			);
+
+			expect(values).toStrictEqual(['alpha', 'mike', 'zebra']);
+		});
+	});
+
+	describe('mixed state scenarios', () => {
+		it('handles mixed state: IN-selected + related + other in same list', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-env'],
+				stringValues: ['other-env', 'selected-env'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['selected-env'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const selectedRow = await screen.findByTestId(
+				'checkbox-value-row-selected-env',
+			);
+			expect(selectedRow).toHaveAttribute('data-state', 'checked');
+			expect(within(selectedRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+
+			// Related values now show as checked
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'checked');
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+
+			const otherRow = screen.getByTestId('checkbox-value-row-other-env');
+			expect(otherRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(otherRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('handles NOT_IN-selected alongside related values', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-env'],
+				stringValues: ['other-env', 'excluded-env'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'not in',
+													value: ['excluded-env'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const excludedRow = await screen.findByTestId(
+				'checkbox-value-row-excluded-env',
+			);
+			expect(excludedRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(excludedRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+
+			// Related values show as checked
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'checked');
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.states.test.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2.states.test.tsx
@@ -0,0 +1,207 @@
+import { screen, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	mockFieldsValuesAPI,
+	mockFieldsValuesAPILoading,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - states', () => {
+	describe('loading states', () => {
+		it('shows skeleton while loading initial data', async () => {
+			mockFieldsValuesAPILoading();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			expect(screen.getByTestId('checkbox-filter-v2')).toBeInTheDocument();
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows skeleton when initially closed filter is opened for the first time', async () => {
+			const user = userEvent.setup();
+			mockFieldsValuesAPILoading();
+
+			const closedFilter = { ...DEFAULT_FILTER, defaultOpen: false };
+
+			render(
+				<CheckboxFilterV2
+					filter={closedFilter}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			// Filter starts closed - no skeleton, no content
+			expect(
+				screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('checkbox-filter-empty'),
+			).not.toBeInTheDocument();
+
+			// Click header to open
+			const header = screen.getByTestId('checkbox-filter-header');
+			await user.click(header);
+
+			// Should show skeleton while loading, NOT "No values found"
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+				).toBeInTheDocument();
+			});
+			expect(
+				screen.queryByTestId('checkbox-filter-empty'),
+			).not.toBeInTheDocument();
+		});
+
+		it('shows search spinner when fetching after initial load', async () => {
+			const user = userEvent.setup();
+
+			let requestCount = 0;
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					requestCount += 1;
+					if (requestCount === 1) {
+						return res(
+							ctx.status(200),
+							ctx.json({
+								status: 'success',
+								data: {
+									values: {
+										relatedValues: [],
+										stringValues: ['production', 'staging'],
+										numberValues: [],
+									},
+								},
+							}),
+						);
+					}
+					return res(ctx.delay(10000));
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-search-loading'),
+				).toBeInTheDocument();
+			});
+		});
+	});
+
+	describe('empty states', () => {
+		it('shows "No values found" when API returns empty arrays', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: [],
+				stringValues: [],
+				numberValues: [],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const emptySection = await screen.findByTestId('checkbox-filter-empty');
+			expect(emptySection).toBeInTheDocument();
+		});
+	});
+
+	describe('value rendering', () => {
+		it('renders values from API response', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging', 'development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('checkbox-value-row-staging')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-development'),
+			).toBeInTheDocument();
+		});
+
+		it('renders number values converted to strings', async () => {
+			mockFieldsValuesAPI({
+				numberValues: [200, 404, 500],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const row200 = await screen.findByTestId('checkbox-value-row-200');
+			expect(within(row200).getByText('200')).toBeInTheDocument();
+			expect(
+				within(screen.getByTestId('checkbox-value-row-404')).getByText('404'),
+			).toBeInTheDocument();
+			expect(
+				within(screen.getByTestId('checkbox-value-row-500')).getByText('500'),
+			).toBeInTheDocument();
+		});
+
+		it('filters null/undefined values from response', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['valid', null, '', undefined as unknown as string],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const validRow = await screen.findByTestId('checkbox-value-row-valid');
+			expect(within(validRow).getByText('valid')).toBeInTheDocument();
+			expect(screen.queryAllByTestId(/^checkbox-value-row-/)).toHaveLength(1);
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2Header.test.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2Header.test.tsx
@@ -0,0 +1,156 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import { CheckboxFilterV2Header } from '../CheckboxFilterV2Header';
+
+describe('CheckboxFilterV2Header', () => {
+	const defaultProps = {
+		title: 'Environment',
+		isOpen: false,
+		showClearAll: true,
+		isSomeFilterPresentForCurrentAttribute: true,
+		onToggleOpen: jest.fn(),
+		onClear: jest.fn(),
+	};
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('collapsed state', () => {
+		it('renders title', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen={false} />);
+
+			expect(screen.getByText('Environment')).toBeInTheDocument();
+		});
+
+		it('sets data-state="closed" when collapsed', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen={false} />);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'closed');
+		});
+
+		it('does not show clear button when collapsed', () => {
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen={false} showClearAll />,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('expanded state', () => {
+		it('sets data-state="open" when expanded', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen />);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'open');
+		});
+
+		it('shows clear button when expanded + showClearAll=true', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen showClearAll />);
+
+			expect(screen.getByTestId('checkbox-filter-clear-all')).toBeInTheDocument();
+			expect(screen.getByText('Clear')).toBeInTheDocument();
+		});
+
+		it('hides clear button when showClearAll=false', () => {
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen showClearAll={false} />,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+
+		it('hides clear button when no filter present for attribute', () => {
+			render(
+				<CheckboxFilterV2Header
+					{...defaultProps}
+					isOpen
+					showClearAll
+					isSomeFilterPresentForCurrentAttribute={false}
+				/>,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('interactions', () => {
+		it('calls onToggleOpen on header click', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-header'));
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onToggleOpen on Enter key', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			screen.getByTestId('checkbox-filter-header').focus();
+			await user.keyboard('{Enter}');
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onToggleOpen on Space key', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			screen.getByTestId('checkbox-filter-header').focus();
+			await user.keyboard(' ');
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onClear on clear button click', async () => {
+			const user = userEvent.setup();
+			const onClear = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen onClear={onClear} />,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onClear).toHaveBeenCalledTimes(1);
+		});
+
+		it('clear button click does not trigger onToggleOpen', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			const onClear = jest.fn();
+			render(
+				<CheckboxFilterV2Header
+					{...defaultProps}
+					isOpen
+					onToggleOpen={onToggleOpen}
+					onClear={onClear}
+				/>,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onClear).toHaveBeenCalledTimes(1);
+			expect(onToggleOpen).not.toHaveBeenCalled();
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2ValueRow.test.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/CheckboxFilterV2ValueRow.test.tsx
@@ -0,0 +1,297 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import { BadgeConfig } from '../itemRules';
+import { CheckedState } from '../../../../types';
+import { CheckboxFilterV2ValueRow } from '../CheckboxFilterV2ValueRow';
+
+describe('CheckboxFilterV2ValueRow', () => {
+	const defaultProps = {
+		value: 'production',
+		checkedState: 'unchecked' as CheckedState,
+		disabled: false,
+		title: 'Environment',
+		onlyButtonLabel: 'Only',
+		onCheckboxChange: jest.fn(),
+		onOnlyOrAllClick: jest.fn(),
+		badge: null as BadgeConfig | null,
+	};
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('checked states', () => {
+		it('sets data-state="unchecked" for unchecked state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="unchecked" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'unchecked');
+		});
+
+		it('sets data-state="checked" for checked state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="checked" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'checked');
+		});
+	});
+
+	describe('badge variations', () => {
+		it('renders no badge when badge=null', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} badge={null} />);
+
+			expect(screen.queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('renders "Not in" warning badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'not_in', label: 'Not in', color: 'warning' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+			expect(screen.getByText('Not in')).toBeInTheDocument();
+		});
+
+		it('renders "Related" robin badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'related', label: 'Related', color: 'robin' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+			expect(screen.getByText('Related')).toBeInTheDocument();
+		});
+
+		it('renders "Other" secondary badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+			expect(screen.getByText('Other')).toBeInTheDocument();
+		});
+	});
+
+	describe('only/all button label', () => {
+		it('shows "Only" label by default', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} onlyButtonLabel="Only" />,
+			);
+
+			expect(screen.getByText('Only')).toBeInTheDocument();
+		});
+
+		it('shows "All" label when appropriate', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} onlyButtonLabel="All" />);
+
+			expect(screen.getByText('All')).toBeInTheDocument();
+		});
+	});
+
+	describe('disabled state', () => {
+		it('sets data-disabled=true when disabled', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} disabled />);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-disabled', 'true');
+		});
+
+		it('does not call onOnlyOrAllClick when disabled + clicked', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			await user.click(screen.getByText('production'));
+
+			expect(onOnlyOrAllClick).not.toHaveBeenCalled();
+		});
+
+		it('does not call onOnlyOrAllClick on keydown when disabled', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			screen.getByText('production').focus();
+			await user.keyboard('{Enter}');
+
+			expect(onOnlyOrAllClick).not.toHaveBeenCalled();
+		});
+	});
+
+	describe('special value indicators', () => {
+		it('renders row for "true" value', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="true" />);
+
+			expect(screen.getByTestId('checkbox-value-row-true')).toBeInTheDocument();
+			expect(screen.getByText('true')).toBeInTheDocument();
+		});
+
+		it('renders row for "false" value', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="false" />);
+
+			expect(screen.getByTestId('checkbox-value-row-false')).toBeInTheDocument();
+			expect(screen.getByText('false')).toBeInTheDocument();
+		});
+
+		it('renders row for regular values', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="production" />);
+
+			expect(
+				screen.getByTestId('checkbox-value-row-production'),
+			).toBeInTheDocument();
+			expect(screen.getByText('production')).toBeInTheDocument();
+		});
+	});
+
+	describe('interactions', () => {
+		it('renders checkbox with correct testId', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="unchecked" />,
+			);
+
+			expect(
+				screen.getByTestId('checkbox-Environment-production'),
+			).toBeInTheDocument();
+		});
+
+		it('calls onOnlyOrAllClick on value text click', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			await user.click(screen.getByText('production'));
+
+			expect(onOnlyOrAllClick).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onOnlyOrAllClick on Enter key', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			const valueButton = screen
+				.getByText('production')
+				.closest('[role="button"]');
+			await user.tab();
+			await user.tab();
+			if (valueButton && document.activeElement === valueButton) {
+				await user.keyboard('{Enter}');
+			}
+
+			expect(onOnlyOrAllClick).toHaveBeenCalled();
+		});
+
+		it('calls onOnlyOrAllClick on Space key', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			const valueButton = screen
+				.getByText('production')
+				.closest('[role="button"]');
+			await user.tab();
+			await user.tab();
+			if (valueButton && document.activeElement === valueButton) {
+				await user.keyboard(' ');
+			}
+
+			expect(onOnlyOrAllClick).toHaveBeenCalled();
+		});
+
+		it('shows Toggle button', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} />);
+
+			expect(screen.getByText('Toggle')).toBeInTheDocument();
+		});
+	});
+
+	describe('custom renderer', () => {
+		it('uses customRendererForValue when provided', () => {
+			const customRenderer = (value: string): JSX.Element => (
+				<span data-testid="custom-render">{`Custom: ${value}`}</span>
+			);
+
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					customRendererForValue={customRenderer}
+				/>,
+			);
+
+			expect(screen.getByTestId('custom-render')).toBeInTheDocument();
+			expect(screen.getByText('Custom: production')).toBeInTheDocument();
+		});
+
+		it('shows default value text when no custom renderer', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} />);
+
+			expect(screen.getByText('production')).toBeInTheDocument();
+		});
+	});
+
+	describe('state combinations', () => {
+		it('checked + not_in badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					checkedState="unchecked"
+					badge={{ key: 'not_in', label: 'Not in', color: 'warning' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+		});
+
+		it('disabled + badge still shows badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/itemRules.test.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/itemRules.test.ts
@@ -0,0 +1,131 @@
+import { deriveItemConfig, ItemContext, SectionType } from '../itemRules';
+
+describe('itemRules', () => {
+	describe('deriveItemConfig', () => {
+		it('no query at all → section selected, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + IN operator → section selected, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + NOT IN operator → section selected, no badge, unchecked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: false,
+				isNotInOperator: true,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('unchecked');
+		});
+
+		it('has query, not selected, in related → section related, checked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.RELATED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+
+		it('has query, has filter for this key, in related → section related, checked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.RELATED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+
+		it('has query, not in related → section all_values, unchecked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.ALL_VALUES);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('unchecked');
+		});
+
+		it('has query + filter for key, not selected, not in related → section all_values, unchecked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.ALL_VALUES);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('unchecked');
+		});
+
+		it('no query but has filter for key, not selected → fallback to checked (DEFAULT_CONFIG)', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/useSectionedValues.test.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/tests/useSectionedValues.test.ts
@@ -0,0 +1,382 @@
+import { renderHook } from '@testing-library/react';
+
+import { SectionType } from '../itemRules';
+import { useSectionedValues, SectionedItem } from '../useSectionedValues';
+
+function flattenSections(
+	sections: { type: SectionType; items: SectionedItem[] }[],
+): SectionedItem[] {
+	return sections.flatMap((s) => s.items);
+}
+
+describe('useSectionedValues', () => {
+	const baseInput = {
+		relatedValues: ['val1', 'val2'],
+		allValues: ['val1', 'val2', 'val3'],
+		currentFilterState: {},
+		isSomeFilterPresentForCurrentAttribute: false,
+		isNotInOperator: false,
+		hasExistingQuery: false,
+		visibleItemsCount: 10,
+		relatedExclusions: [] as string[],
+	};
+
+	it('no query at all → all items in selected section, no badges', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		expect(result.current.sections).toHaveLength(1);
+		expect(result.current.sections[0].type).toBe(SectionType.SELECTED);
+		expect(result.current.sections[0].items).toHaveLength(3);
+		result.current.sections[0].items.forEach((item) => {
+			expect(item.badge).toBeNull();
+		});
+	});
+
+	it('has query, no filter for key → related and all_values sections', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		const allItems = flattenSections(result.current.sections);
+		const relatedItems = allItems.filter(
+			(item) => item.value === 'val1' || item.value === 'val2',
+		);
+		const otherItems = allItems.filter((item) => item.value === 'val3');
+
+		// Related values should be in related section, checked
+		relatedItems.forEach((item) => {
+			expect(item.section).toBe(SectionType.RELATED);
+			expect(item.checkedState).toBe('checked');
+		});
+
+		// Other values should be in all_values section, unchecked
+		otherItems.forEach((item) => {
+			expect(item.section).toBe(SectionType.ALL_VALUES);
+			expect(item.checkedState).toBe('unchecked');
+		});
+	});
+
+	it('has query + filter for key, selected value → in selected section', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				currentFilterState: { val1: true, val2: false, val3: false },
+			}),
+		);
+
+		const allItems = flattenSections(result.current.sections);
+		const selectedItem = allItems.find((item) => item.value === 'val1');
+
+		expect(selectedItem?.section).toBe(SectionType.SELECTED);
+		expect(selectedItem?.badge).toBeNull();
+	});
+
+	it('has query + filter for key, NOT IN operator → excluded values in selected section, no badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				isNotInOperator: true,
+				currentFilterState: { val1: false, val2: true, val3: true },
+			}),
+		);
+
+		const allItems = flattenSections(result.current.sections);
+		// val1 is unchecked + NOT IN = excluded
+		const excludedItem = allItems.find((item) => item.value === 'val1');
+
+		expect(excludedItem?.section).toBe(SectionType.SELECTED);
+		expect(excludedItem?.badge).toBeNull();
+		expect(excludedItem?.checkedState).toBe('unchecked');
+	});
+
+	it('items within same section sorted alphabetically', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				relatedValues: ['zebra', 'apple', 'mango'],
+				allValues: ['zebra', 'apple', 'mango'],
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		// All items have section selected, should be sorted alphabetically
+		const allItems = flattenSections(result.current.sections);
+		const values = allItems.map((item) => item.value);
+		expect(values).toStrictEqual(['apple', 'mango', 'zebra']);
+	});
+
+	describe('filtered results from API', () => {
+		it('keeps items in their natural sections with filtered API results', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: true,
+					currentFilterState: { val1: true },
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+			expect(sectionTypes).toContain(SectionType.SELECTED);
+			expect(sectionTypes).toContain(SectionType.RELATED);
+		});
+
+		it('returns empty sections array when no values', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: [],
+					allValues: [],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+					currentFilterState: {},
+				}),
+			);
+
+			expect(result.current.sections).toHaveLength(0);
+			expect(result.current.totalCount).toBe(0);
+		});
+
+		it('non-related items go to ALL_VALUES section', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: [],
+					allValues: ['other1', 'other2', 'other3'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+				}),
+			);
+
+			const allValuesSection = result.current.sections.find(
+				(s) => s.type === SectionType.ALL_VALUES,
+			);
+			expect(allValuesSection?.items).toHaveLength(3);
+		});
+
+		it('handles non-overlapping relatedValues and allValues correctly', () => {
+			// This tests the bug where different pod names in relatedValues vs allValues
+			// caused all items to go to ALL_VALUES instead of RELATED
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['pod-a-1', 'pod-b-1', 'pod-c-1'],
+					allValues: ['pod-a-2', 'pod-b-2', 'pod-c-2'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+
+			// RELATED section should exist with relatedValues items
+			expect(sectionTypes).toContain(SectionType.RELATED);
+			const relatedSection = result.current.sections.find(
+				(s) => s.type === SectionType.RELATED,
+			);
+			expect(relatedSection?.items).toHaveLength(3);
+			expect(relatedSection?.items.map((i) => i.value)).toStrictEqual(
+				expect.arrayContaining(['pod-a-1', 'pod-b-1', 'pod-c-1']),
+			);
+
+			// ALL_VALUES section should exist with allValues items
+			expect(sectionTypes).toContain(SectionType.ALL_VALUES);
+			const allValuesSection = result.current.sections.find(
+				(s) => s.type === SectionType.ALL_VALUES,
+			);
+			expect(allValuesSection?.items).toHaveLength(3);
+			expect(allValuesSection?.items.map((i) => i.value)).toStrictEqual(
+				expect.arrayContaining(['pod-a-2', 'pod-b-2', 'pod-c-2']),
+			);
+		});
+	});
+
+	describe('stale related values during refresh (relatedExclusions)', () => {
+		// Scenario: key A selected (existing query) + key B had value "oldSelected".
+		// User selects a different value on key B -> "oldSelected" is de-selected.
+		// keepPreviousData keeps the stale response where "oldSelected" is still in
+		// relatedValues, so it would wrongly render as "related". It is excluded.
+		it('subtracts only the excluded value from the RELATED section', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					// stale API data kept via keepPreviousData
+					relatedValues: ['oldSelected', 'otherRelated'],
+					allValues: ['newValue'],
+					relatedExclusions: ['oldSelected'],
+				}),
+			);
+
+			const allItems = flattenSections(result.current.sections);
+
+			// oldSelected must NOT render as related (dropped entirely - not in
+			// allValues nor selected)
+			expect(
+				allItems.find((item) => item.value === 'oldSelected'),
+			).toBeUndefined();
+
+			// other related values are kept
+			expect(allItems.find((item) => item.value === 'otherRelated')?.section).toBe(
+				SectionType.RELATED,
+			);
+		});
+
+		it('preserves every related value that is not the excluded (previously selected) one', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					// oldSelected was just de-selected; the rest are genuinely related
+					relatedValues: ['oldSelected', 'relatedA', 'relatedB', 'relatedC'],
+					allValues: ['newValue'],
+					relatedExclusions: ['oldSelected'],
+				}),
+			);
+
+			const relatedSection = result.current.sections.find(
+				(s) => s.type === SectionType.RELATED,
+			);
+			const relatedValues = relatedSection?.items.map((i) => i.value) ?? [];
+
+			// all non-excluded related values are kept
+			expect(relatedValues).toStrictEqual(['relatedA', 'relatedB', 'relatedC']);
+			// and they stay checked
+			relatedSection?.items.forEach((item) => {
+				expect(item.checkedState).toBe('checked');
+			});
+			// the excluded value is gone
+			expect(relatedValues).not.toContain('oldSelected');
+		});
+
+		it('keeps the RELATED section when other related values remain', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					relatedValues: ['oldSelected', 'otherRelated'],
+					allValues: ['newValue'],
+					relatedExclusions: ['oldSelected'],
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+			expect(sectionTypes).toContain(SectionType.RELATED);
+			expect(sectionTypes).toContain(SectionType.SELECTED);
+		});
+
+		it('shows the excluded value normally when exclusions are empty', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					relatedValues: ['oldSelected', 'otherRelated'],
+					allValues: ['newValue'],
+					relatedExclusions: [],
+				}),
+			);
+
+			const allItems = flattenSections(result.current.sections);
+			expect(allItems.find((item) => item.value === 'oldSelected')?.section).toBe(
+				SectionType.RELATED,
+			);
+		});
+	});
+
+	describe('section ordering', () => {
+		it('sections appear in order: SELECTED → RELATED → ALL_VALUES', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['related1'],
+					allValues: ['all1'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: true,
+					currentFilterState: { selected1: true },
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+
+			// Verify order
+			const selectedIdx = sectionTypes.indexOf(SectionType.SELECTED);
+			const relatedIdx = sectionTypes.indexOf(SectionType.RELATED);
+			const allValuesIdx = sectionTypes.indexOf(SectionType.ALL_VALUES);
+
+			expect(selectedIdx).toBeLessThan(relatedIdx);
+			expect(relatedIdx).toBeLessThan(allValuesIdx);
+		});
+
+		it('RELATED section appears before ALL_VALUES even with many items', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['r1', 'r2', 'r3', 'r4', 'r5'],
+					allValues: ['a1', 'a2', 'a3', 'a4', 'a5'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+					visibleItemsCount: 100,
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+
+			expect(sectionTypes[0]).toBe(SectionType.RELATED);
+			expect(sectionTypes[1]).toBe(SectionType.ALL_VALUES);
+		});
+
+		it('visibleItemsCount limits total items across sections', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['r1', 'r2', 'r3'],
+					allValues: ['a1', 'a2', 'a3'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+					visibleItemsCount: 4,
+				}),
+			);
+
+			const totalItems = result.current.sections.reduce(
+				(sum, s) => sum + s.items.length,
+				0,
+			);
+			expect(totalItems).toBe(4);
+
+			// RELATED section should get priority (3 items)
+			const relatedSection = result.current.sections.find(
+				(s) => s.type === SectionType.RELATED,
+			);
+			expect(relatedSection?.items).toHaveLength(3);
+
+			// ALL_VALUES gets remaining (1 item)
+			const allValuesSection = result.current.sections.find(
+				(s) => s.type === SectionType.ALL_VALUES,
+			);
+			expect(allValuesSection?.items).toHaveLength(1);
+		});
+	});
+});
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.ts
@@ -0,0 +1,118 @@
+import { CheckedState } from '../../../types';
+
+export enum SectionType {
+	SELECTED = 'selected',
+	RELATED = 'related',
+	ALL_VALUES = 'all_values',
+}
+
+export interface BadgeConfig {
+	key: string;
+	label: string;
+	color: 'robin' | 'warning' | 'secondary';
+}
+
+export interface ItemConfig {
+	section: SectionType;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+export interface ItemContext {
+	isSelectedOnFilter: boolean;
+	isInRelatedValues: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	hasFilterForThisKey: boolean;
+}
+
+export interface DerivedItem extends ItemConfig {
+	value: string;
+}
+
+interface ItemRule {
+	condition: (ctx: ItemContext) => boolean;
+	config: ItemConfig;
+}
+
+const ITEM_RULES: ItemRule[] = [
+	// No existing query and no filter → all checked (selected section)
+	{
+		condition: (ctx): boolean =>
+			!ctx.hasExistingQuery && !ctx.hasFilterForThisKey,
+		config: {
+			section: SectionType.SELECTED,
+			badge: null,
+			checkedState: 'checked',
+		},
+	},
+	// Selected with NOT IN operator → unchecked, no badge
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && ctx.isNotInOperator,
+		config: {
+			section: SectionType.SELECTED,
+			badge: null,
+			checkedState: 'unchecked',
+		},
+	},
+	// Selected with IN operator → checked
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && !ctx.isNotInOperator,
+		config: {
+			section: SectionType.SELECTED,
+			badge: null,
+			checkedState: 'checked',
+		},
+	},
+	// Related values (from existing query) → checked
+	{
+		condition: (ctx): boolean => ctx.hasExistingQuery && ctx.isInRelatedValues,
+		config: {
+			section: SectionType.RELATED,
+			badge: null,
+			checkedState: 'checked',
+		},
+	},
+	// All values (has existing query but not related) → unchecked
+	{
+		condition: (ctx): boolean => ctx.hasExistingQuery,
+		config: {
+			section: SectionType.ALL_VALUES,
+			badge: null,
+			checkedState: 'unchecked',
+		},
+	},
+];
+
+// Fallback when no rule matches
+const DEFAULT_CONFIG: ItemConfig = {
+	section: SectionType.SELECTED,
+	badge: null,
+	checkedState: 'checked',
+};
+
+export function deriveItemConfig(ctx: ItemContext): ItemConfig {
+	for (const rule of ITEM_RULES) {
+		if (rule.condition(ctx)) {
+			return rule.config;
+		}
+	}
+	return DEFAULT_CONFIG;
+}
+
+export function deriveItems(
+	values: string[],
+	relatedSet: Set<string>,
+	selectedOnFilterSet: Set<string>,
+	ctx: Omit<ItemContext, 'isSelectedOnFilter' | 'isInRelatedValues'>,
+): DerivedItem[] {
+	return values.map((value) => {
+		const itemCtx: ItemContext = {
+			...ctx,
+			isSelectedOnFilter: selectedOnFilterSet.has(value),
+			isInRelatedValues: relatedSet.has(value),
+		};
+		const config = deriveItemConfig(itemCtx);
+		return { value, ...config };
+	});
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useExistingQuery.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useExistingQuery.tsx
@@ -0,0 +1,61 @@
+import { useMemo } from 'react';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { convertFiltersToExpression } from 'components/QueryBuilderV2/utils';
+import { QuickFilterCheckboxUseFieldApis } from 'components/QuickFilters/types';
+
+interface UseExistingQueryParams {
+	useFieldApis: QuickFilterCheckboxUseFieldApis;
+	activeQueryIndex: number;
+}
+
+interface UseExistingQueryResult {
+	existingQuery: string | undefined;
+	hasExistingQuery: boolean;
+}
+
+export function useExistingQuery({
+	useFieldApis,
+	activeQueryIndex,
+}: UseExistingQueryParams): UseExistingQueryResult {
+	const { currentQuery } = useQueryBuilder();
+
+	const existingQuery = useMemo(() => {
+		if (useFieldApis.existingQuery === null) {
+			return undefined;
+		}
+
+		if (useFieldApis.existingQuery) {
+			return useFieldApis.existingQuery;
+		}
+
+		const queryData = currentQuery.builder.queryData?.[activeQueryIndex];
+
+		// Prefer V5 filter.expression
+		if (queryData?.filter?.expression) {
+			return queryData.filter.expression;
+		}
+
+		// Fall back to V3 filters.items
+		if (queryData?.filters?.items?.length) {
+			return convertFiltersToExpression(queryData.filters).expression;
+		}
+
+		return undefined;
+	}, [
+		useFieldApis.existingQuery,
+		currentQuery.builder.queryData,
+		activeQueryIndex,
+	]);
+
+	// Check if ANY filters exist in query (V3 items or V5 expression)
+	// This is separate from existingQuery because existingQuery can be explicitly
+	// disabled (null) while filters still exist in the query for UI purposes
+	const hasExistingQuery = useMemo(() => {
+		const queryData = currentQuery.builder.queryData?.[activeQueryIndex];
+		const hasV3Items = (queryData?.filters?.items?.length ?? 0) > 0;
+		const hasV5Expression = !!queryData?.filter?.expression;
+		return hasV3Items || hasV5Expression || !!existingQuery;
+	}, [currentQuery.builder.queryData, activeQueryIndex, existingQuery]);
+
+	return { existingQuery, hasExistingQuery };
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useFieldValues.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useFieldValues.tsx
@@ -0,0 +1,97 @@
+import { useMemo } from 'react';
+import { useGetFieldsValues } from 'api/generated/services/fields';
+import { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
+import { IQuickFiltersConfig } from 'components/QuickFilters/types';
+import { DataSource } from 'types/common/queryBuilder';
+import { FIELD_API_CACHE_TIME } from 'constants/queryCacheTime';
+
+interface UseFieldValuesProps {
+	filter: IQuickFiltersConfig;
+	searchText: string;
+	existingQuery?: string;
+	metricNamespace?: string;
+	startUnixMilli?: number;
+	endUnixMilli?: number;
+	enabled: boolean;
+}
+
+interface UseFieldValuesReturn {
+	relatedValues: string[];
+	allValues: string[];
+	isLoading: boolean;
+	isFetching: boolean;
+}
+
+const DATA_SOURCE_TO_SIGNAL: Record<DataSource, TelemetrytypesSignalDTO> = {
+	[DataSource.METRICS]: TelemetrytypesSignalDTO.metrics,
+	[DataSource.TRACES]: TelemetrytypesSignalDTO.traces,
+	[DataSource.LOGS]: TelemetrytypesSignalDTO.logs,
+};
+
+export function useFieldValues({
+	filter,
+	searchText,
+	existingQuery,
+	metricNamespace,
+	startUnixMilli,
+	endUnixMilli,
+	enabled,
+}: UseFieldValuesProps): UseFieldValuesReturn {
+	const { data, isLoading, isFetching } = useGetFieldsValues(
+		{
+			signal: filter.dataSource
+				? DATA_SOURCE_TO_SIGNAL[filter.dataSource]
+				: undefined,
+			name: filter.attributeKey.key,
+			searchText,
+			existingQuery,
+			metricNamespace,
+			startUnixMilli,
+			// This field does not affect the backend but I wanted to keep it here
+			// in case we add the support in the future
+			endUnixMilli,
+		},
+		{
+			query: {
+				enabled,
+				cacheTime: FIELD_API_CACHE_TIME,
+				keepPreviousData: true,
+			},
+		},
+	);
+
+	const relatedValues: string[] = useMemo(() => {
+		const values = data?.data?.values;
+		if (!values) {
+			return [];
+		}
+
+		return (
+			values.relatedValues?.filter(
+				(value): value is string =>
+					value !== null && value !== undefined && value !== '',
+			) || []
+		);
+	}, [data]);
+
+	const allValues: string[] = useMemo(() => {
+		const values = data?.data?.values;
+		if (!values) {
+			return [];
+		}
+
+		const stringValues =
+			values.stringValues?.filter(
+				(value): value is string =>
+					value !== null && value !== undefined && value !== '',
+			) || [];
+		const numberValues =
+			values.numberValues
+				?.filter((value): value is number => value !== null && value !== undefined)
+				.map((value) => value.toString()) || [];
+
+		return [...stringValues, ...numberValues];
+	}, [data]);
+
+	return { relatedValues, allValues, isLoading, isFetching };
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.ts
@@ -0,0 +1,152 @@
+import { useMemo } from 'react';
+
+import { BadgeConfig, deriveItems, SectionType } from './itemRules';
+import { CheckedState } from '../../../types';
+
+interface SectionedValuesInput {
+	relatedValues: string[];
+	allValues: string[];
+	currentFilterState: Record<string, boolean>;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	visibleItemsCount: number;
+	relatedExclusions: string[];
+}
+
+export interface SectionedItem {
+	value: string;
+	section: SectionType;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+export interface Section {
+	type: SectionType;
+	items: SectionedItem[];
+}
+
+interface SectionedValuesOutput {
+	sections: Section[];
+	totalCount: number;
+}
+
+const SECTION_ORDER: SectionType[] = [
+	SectionType.SELECTED,
+	SectionType.RELATED,
+	SectionType.ALL_VALUES,
+];
+
+export function buildSelectedSet(
+	currentFilterState: Record<string, boolean>,
+	isSomeFilterPresentForCurrentAttribute: boolean,
+	isNotInOperator: boolean,
+): Set<string> {
+	const selectedSet = new Set<string>();
+	if (!isSomeFilterPresentForCurrentAttribute) {
+		return selectedSet;
+	}
+
+	for (const [val, isChecked] of Object.entries(currentFilterState)) {
+		// NOT IN: unchecked = explicitly excluded
+		// IN: checked = explicitly selected
+		const shouldAdd = isNotInOperator ? !isChecked : isChecked;
+		if (shouldAdd) {
+			selectedSet.add(val);
+		}
+	}
+	return selectedSet;
+}
+
+export function useSectionedValues({
+	relatedValues,
+	allValues,
+	currentFilterState,
+	isSomeFilterPresentForCurrentAttribute,
+	isNotInOperator,
+	hasExistingQuery,
+	visibleItemsCount,
+	relatedExclusions,
+}: SectionedValuesInput): SectionedValuesOutput {
+	const items = useMemo(() => {
+		const selectedSet = buildSelectedSet(
+			currentFilterState,
+			isSomeFilterPresentForCurrentAttribute,
+			isNotInOperator,
+		);
+
+		const exclusionSet = new Set(relatedExclusions);
+		const effectiveRelatedValues = relatedValues.filter(
+			(value) => !exclusionSet.has(value),
+		);
+
+		// Combine all values - API already filters both arrays by searchText
+		const allUniqueValues = Array.from(
+			new Set([...effectiveRelatedValues, ...allValues]),
+		);
+
+		// Include selected values at top - may not be in API response
+		const finalValues = [
+			...new Set([...Array.from(selectedSet), ...allUniqueValues]),
+		];
+		const relatedSet = new Set(effectiveRelatedValues);
+
+		return deriveItems(finalValues, relatedSet, selectedSet, {
+			isNotInOperator,
+			hasExistingQuery,
+			hasFilterForThisKey: isSomeFilterPresentForCurrentAttribute,
+		});
+	}, [
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		relatedExclusions,
+	]);
+
+	const sections = useMemo(() => {
+		// Group items by section
+		const sectionMap = new Map<SectionType, SectionedItem[]>();
+		for (const sectionType of SECTION_ORDER) {
+			sectionMap.set(sectionType, []);
+		}
+
+		for (const item of items) {
+			sectionMap.get(item.section)?.push(item);
+		}
+
+		// Sort items within each section alphabetically
+		for (const sectionItems of sectionMap.values()) {
+			sectionItems.sort((a, b) => a.value.localeCompare(b.value));
+		}
+
+		// Apply visibleItemsCount across all sections
+		let remaining = visibleItemsCount;
+		const result: Section[] = [];
+
+		for (const sectionType of SECTION_ORDER) {
+			const sectionItems = sectionMap.get(sectionType) || [];
+
+			if (sectionItems.length === 0) {
+				continue;
+			}
+
+			const itemsToTake = Math.min(sectionItems.length, remaining);
+			if (itemsToTake === 0) {
+				break;
+			}
+
+			result.push({
+				type: sectionType,
+				items: sectionItems.slice(0, itemsToTake),
+			});
+			remaining -= itemsToTake;
+		}
+
+		return result;
+	}, [items, visibleItemsCount]);
+
+	return { sections, totalCount: items.length };
+}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useStaleRelatedExclusions.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useStaleRelatedExclusions.ts
@@ -0,0 +1,36 @@
+import { useEffect, useMemo, useRef } from 'react';
+
+const EMPTY: string[] = [];
+
+interface UseStaleRelatedExclusionsParams {
+	selectedValues: string[];
+	isFetching: boolean;
+	isRefreshing: boolean;
+}
+
+export function useStaleRelatedExclusions({
+	selectedValues,
+	isFetching,
+	isRefreshing,
+}: UseStaleRelatedExclusionsParams): string[] {
+	const selectionAtLastFetchRef = useRef<string[]>(selectedValues);
+
+	useEffect(() => {
+		if (!isFetching) {
+			selectionAtLastFetchRef.current = selectedValues;
+		}
+	}, [isFetching, selectedValues]);
+
+	return useMemo(() => {
+		if (!isRefreshing) {
+			return EMPTY;
+		}
+
+		const current = new Set(selectedValues);
+		const removed = selectionAtLastFetchRef.current.filter(
+			(value) => !current.has(value),
+		);
+
+		return removed.length ? removed : EMPTY;
+	}, [isRefreshing, selectedValues]);
+}
--- a/frontend/src/components/QuickFilters/QuickFilters.styles.scss
+++ b/frontend/src/components/QuickFilters/QuickFilters.styles.scss
@@ -1,8 +1,6 @@
 .quick-filters-container {
 	display: flex;
 	flex-direction: row;
-	height: 100%;
-	min-height: 0;
 	position: relative;

 	.quick-filters-settings-container {
--- a/frontend/src/components/QuickFilters/QuickFilters.tsx
+++ b/frontend/src/components/QuickFilters/QuickFilters.tsx
@@ -32,6 +32,7 @@ import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { USER_ROLES } from 'types/roles';

 import Checkbox from './FilterRenderers/Checkbox/Checkbox';
+import CheckboxV2 from './FilterRenderers/Checkbox/v2/CheckboxFilterV2';
 import Duration from './FilterRenderers/Duration/Duration';
 import Slider from './FilterRenderers/Slider/Slider';
 import useFilterConfig from './hooks/useFilterConfig';
@@ -51,6 +52,7 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 		signal,
 		showFilterCollapse = true,
 		showQueryName = true,
+		useFieldApis,
 	} = props;
 	const { user } = useAppContext();
 	const [isSettingsOpen, setIsSettingsOpen] = useState(false);
@@ -297,21 +299,45 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 				{filterConfig.map((filter) => {
 					switch (filter.type) {
 						case FiltersType.CHECKBOX:
-							return (
+							return useFieldApis ? (
+								<CheckboxV2
+									key={filter.attributeKey.key}
+									source={source}
+									filter={filter}
+									onFilterChange={onFilterChange}
+									useFieldApis={useFieldApis}
+								/>
+							) : (
 								<Checkbox
+									key={filter.attributeKey.key}
 									source={source}
 									filter={filter}
 									onFilterChange={onFilterChange}
 								/>
 							);
 						case FiltersType.DURATION:
-							return <Duration filter={filter} onFilterChange={onFilterChange} />;
+							return (
+								<Duration
+									key={filter.attributeKey.key}
+									filter={filter}
+									onFilterChange={onFilterChange}
+								/>
+							);
 						case FiltersType.SLIDER:
-							return <Slider />;
+							return <Slider key={filter.attributeKey.key} />;
 						// eslint-disable-next-line sonarjs/no-duplicated-branches
 						default:
-							return (
+							return useFieldApis ? (
+								<CheckboxV2
+									key={filter.attributeKey.key}
+									source={source}
+									filter={filter}
+									onFilterChange={onFilterChange}
+									useFieldApis={useFieldApis}
+								/>
+							) : (
 								<Checkbox
+									key={filter.attributeKey.key}
 									source={source}
 									filter={filter}
 									onFilterChange={onFilterChange}
@@ -381,4 +407,5 @@ QuickFilters.defaultProps = {
 	config: [],
 	showFilterCollapse: true,
 	showQueryName: true,
+	useFieldApis: undefined,
 };
--- a/frontend/src/components/QuickFilters/types.ts
+++ b/frontend/src/components/QuickFilters/types.ts
@@ -26,6 +26,11 @@ export enum SignalType {
 	METER_EXPLORER = 'meter',
 }

+/**
+ * Missing export from signozhq/ui/checkbox, TODO(H4ad): Add and remove this type definition
+ */
+export type CheckedState = 'checked' | 'unchecked' | 'indeterminate';
+
 export interface IQuickFiltersConfig {
 	type: FiltersType;
 	title: string;
@@ -46,6 +51,7 @@ export interface IQuickFiltersProps {
 	className?: string;
 	showFilterCollapse?: boolean;
 	showQueryName?: boolean;
+	useFieldApis?: QuickFilterCheckboxUseFieldApis;
 }

 export enum QuickFiltersSource {
@@ -56,3 +62,19 @@ export enum QuickFiltersSource {
 	EXCEPTIONS = 'exceptions',
 	METER_EXPLORER = 'meter',
 }
+
+/**
+ * Opt-in: fetch values from the /v1/fields/values API instead of /v3/autocomplete/attribute_values
+ */
+export type QuickFilterCheckboxUseFieldApis = {
+	startUnixMilli: number;
+	endUnixMilli: number;
+	/**
+	 * If you didn't specify a string, we automatically try to extract this from the currentQuery,
+	 * from the filter.expression or filter.items.
+	 *
+	 * Use null to ignore/disable this behavior.
+	 */
+	existingQuery?: string | null;
+	metricNamespace?: string;
+};
--- a/frontend/src/components/TagKeyValueInput/TagKeyValueInput.test.tsx
+++ b/frontend/src/components/TagKeyValueInput/TagKeyValueInput.test.tsx
@@ -0,0 +1,112 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import TagKeyValueInput from './TagKeyValueInput';
+
+const TID = 'tag-key-value-input';
+
+type User = ReturnType<typeof userEvent.setup>;
+
+const startEditingFirstChip = async (user: User): Promise<HTMLElement> => {
+	await user.dblClick(screen.getAllByTestId(`${TID}-chip`)[0]);
+	return screen.getByTestId(`${TID}-edit`);
+};
+
+describe('TagKeyValueInput — inline chip edit', () => {
+	it('shows an error and stays in edit mode when Enter commits an invalid value', async () => {
+		const user = userEvent.setup();
+		const onTagsChange = jest.fn();
+		render(<TagKeyValueInput tags={['env:prod']} onTagsChange={onTagsChange} />);
+
+		const input = await startEditingFirstChip(user);
+		await user.clear(input);
+		await user.type(input, 'novalue{Enter}');
+
+		expect(screen.getByTestId(`${TID}-error`)).toHaveTextContent(
+			'key:value format',
+		);
+		// Still editing (input present), and no change committed.
+		expect(screen.getByTestId(`${TID}-edit`)).toBeInTheDocument();
+		expect(onTagsChange).not.toHaveBeenCalled();
+	});
+
+	it('shows a duplicate error when Enter commits an existing tag', async () => {
+		const user = userEvent.setup();
+		const onTagsChange = jest.fn();
+		render(
+			<TagKeyValueInput
+				tags={['env:prod', 'team:pulse']}
+				onTagsChange={onTagsChange}
+			/>,
+		);
+
+		const input = await startEditingFirstChip(user);
+		await user.clear(input);
+		await user.type(input, 'team:pulse{Enter}');
+
+		expect(screen.getByTestId(`${TID}-error`)).toHaveTextContent(
+			'already exists',
+		);
+		expect(onTagsChange).not.toHaveBeenCalled();
+	});
+
+	it('commits a valid edit on Enter', async () => {
+		const user = userEvent.setup();
+		const onTagsChange = jest.fn();
+		render(<TagKeyValueInput tags={['env:prod']} onTagsChange={onTagsChange} />);
+
+		const input = await startEditingFirstChip(user);
+		await user.clear(input);
+		await user.type(input, 'env:staging{Enter}');
+
+		expect(onTagsChange).toHaveBeenCalledWith(['env:staging']);
+		expect(screen.queryByTestId(`${TID}-error`)).not.toBeInTheDocument();
+	});
+
+	it('reverts silently (no error) when blurring an invalid edit', async () => {
+		const user = userEvent.setup();
+		const onTagsChange = jest.fn();
+		render(<TagKeyValueInput tags={['env:prod']} onTagsChange={onTagsChange} />);
+
+		const input = await startEditingFirstChip(user);
+		await user.clear(input);
+		await user.type(input, 'novalue');
+		await user.tab(); // blur off the edit input
+
+		expect(screen.queryByTestId(`${TID}-error`)).not.toBeInTheDocument();
+		expect(screen.queryByTestId(`${TID}-edit`)).not.toBeInTheDocument();
+		expect(onTagsChange).not.toHaveBeenCalled();
+	});
+});
+
+describe('TagKeyValueInput — backend-rule validation', () => {
+	it('rejects a key containing a space on inline edit', async () => {
+		const user = userEvent.setup();
+		const onTagsChange = jest.fn();
+		render(<TagKeyValueInput tags={['env:prod']} onTagsChange={onTagsChange} />);
+
+		const input = await startEditingFirstChip(user);
+		await user.clear(input);
+		await user.type(input, 'my key:prod{Enter}');
+
+		expect(screen.getByTestId(`${TID}-error`)).toHaveTextContent(
+			'spaces or special characters',
+		);
+		expect(screen.getByTestId(`${TID}-edit`)).toBeInTheDocument();
+		expect(onTagsChange).not.toHaveBeenCalled();
+	});
+
+	it('rejects a value containing a space in the new-tag input', async () => {
+		const user = userEvent.setup();
+		const onTagsChange = jest.fn();
+		render(<TagKeyValueInput tags={[]} onTagsChange={onTagsChange} />);
+
+		const input = screen.getByTestId(TID);
+		await user.type(input, 'env:pro d{Enter}');
+
+		expect(screen.getByTestId(`${TID}-error`)).toHaveTextContent(
+			'spaces or special characters',
+		);
+		expect(onTagsChange).not.toHaveBeenCalled();
+	});
+});
--- a/frontend/src/components/TagKeyValueInput/TagKeyValueInput.tsx
+++ b/frontend/src/components/TagKeyValueInput/TagKeyValueInput.tsx
@@ -5,7 +5,7 @@ import { Typography } from '@signozhq/ui/typography';
 import cx from 'classnames';

 import TagBadge from '../TagBadge/TagBadge';
-import { parseKeyValueTag } from './utils';
+import { validateTag } from './utils';

 import styles from './TagKeyValueInput.module.scss';

@@ -43,16 +43,12 @@ function TagKeyValueInput({
 		if (!raw) {
 			return;
 		}
-		const normalized = parseKeyValueTag(raw);
-		if (!normalized) {
-			setError('Tags must be in key:value format (both sides required).');
+		const result = validateTag(raw, tags);
+		if ('error' in result) {
+			setError(result.error);
 			return;
 		}
-		if (tags.includes(normalized)) {
-			setError('This tag already exists.');
-			return;
-		}
-		onTagsChange([...tags, normalized]);
+		onTagsChange([...tags, result.tag]);
 		setInputValue('');
 		setError('');
 	};
@@ -82,15 +78,20 @@ function TagKeyValueInput({
 	const cancelEdit = (): void => {
 		setEditIndex(-1);
 		setEditValue('');
+		setError('');
 	};

-	const commitEdit = (): void => {
-		const normalized = parseKeyValueTag(editValue);
-		// Drop into a no-op (revert) on invalid or duplicate edits rather than
-		// stranding the user in an un-exitable edit box.
-		if (normalized && !tags.some((t, i) => t === normalized && i !== editIndex)) {
-			onTagsChange(tags.map((t, i) => (i === editIndex ? normalized : t)));
+	const commitEdit = (revertOnInvalid = false): void => {
+		const result = validateTag(editValue, tags, editIndex);
+		if ('error' in result) {
+			if (revertOnInvalid) {
+				cancelEdit();
+			} else {
+				setError(result.error);
+			}
+			return;
 		}
+		onTagsChange(tags.map((t, i) => (i === editIndex ? result.tag : t)));
 		cancelEdit();
 	};

@@ -121,11 +122,14 @@ function TagKeyValueInput({
 							value={editValue}
 							autoFocus
 							testId={`${testId}-edit`}
-							onChange={(e: ChangeEvent<HTMLInputElement>): void =>
-								setEditValue(e.target.value)
-							}
+							onChange={(e: ChangeEvent<HTMLInputElement>): void => {
+								setEditValue(e.target.value);
+								if (error) {
+									setError('');
+								}
+							}}
 							onKeyDown={handleEditKeyDown}
-							onBlur={commitEdit}
+							onBlur={(): void => commitEdit(true)}
 						/>
 					) : (
 						<TagBadge
--- a/frontend/src/components/TagKeyValueInput/utils.ts
+++ b/frontend/src/components/TagKeyValueInput/utils.ts
@@ -15,3 +15,42 @@ export function parseKeyValueTag(raw: string): string | null {
 	}
 	return `${key}:${value}`;
 }
+
+const TAG_KEY_REGEX = new RegExp('^[a-zA-Z$_@{#][a-zA-Z0-9$_@#{}:/-]*$');
+const TAG_VALUE_REGEX = new RegExp('^[a-zA-Z0-9$_@#{}:.+=/-]*$');
+const MAX_TAG_LEN = 32;
+
+export type TagValidation = { tag: string } | { error: string };
+
+export function validateTag(
+	raw: string,
+	existingTags: string[],
+	excludeIndex = -1,
+): TagValidation {
+	const normalized = parseKeyValueTag(raw);
+	if (!normalized) {
+		return { error: 'Tags must be in key:value format (both sides required).' };
+	}
+	const separator = normalized.indexOf(':');
+	const key = normalized.slice(0, separator);
+	const value = normalized.slice(separator + 1);
+	if (!TAG_KEY_REGEX.test(key)) {
+		return { error: 'Tag keys cannot contain spaces or special characters.' };
+	}
+	if (!TAG_VALUE_REGEX.test(value)) {
+		return { error: 'Tag values cannot contain spaces or special characters.' };
+	}
+	if (key.length > MAX_TAG_LEN || value.length > MAX_TAG_LEN) {
+		return {
+			error: `Tag key and value must each be ${MAX_TAG_LEN} characters or fewer.`,
+		};
+	}
+	if (
+		existingTags.some(
+			(tag, index) => tag === normalized && index !== excludeIndex,
+		)
+	) {
+		return { error: 'This tag already exists.' };
+	}
+	return { tag: normalized };
+}
--- a/frontend/src/components/TanStackTableView/TanStackCustomTableRow.tsx
+++ b/frontend/src/components/TanStackTableView/TanStackCustomTableRow.tsx
@@ -1,7 +1,11 @@
-import { ComponentProps, memo } from 'react';
+import { ComponentProps, memo, useCallback, useLayoutEffect } from 'react';
 import { TableComponents } from 'react-virtuoso';
 import cx from 'classnames';

+import {
+	chromePerformanceTanstackTableBeginHover,
+	chromePerformanceMeasureTanstackTable,
+} from './perfDevtools';
 import TanStackRowCells from './TanStackRow';
 import {
 	useClearRowHovered,
@@ -10,18 +14,20 @@ import {
 import { FlatItem, TableRowContext } from './types';

 import tableStyles from './TanStackTable.module.scss';
+import { chromePerformanceNow } from 'lib/chromePerformanceDevTools';

-type VirtuosoTableRowProps<TData> = ComponentProps<
+type VirtuosoTableRowProps<TData, TItemKey = string> = ComponentProps<
 	NonNullable<
-		TableComponents<FlatItem<TData>, TableRowContext<TData>>['TableRow']
+		TableComponents<FlatItem<TData>, TableRowContext<TData, TItemKey>>['TableRow']
 	>
 >;

-function TanStackCustomTableRow<TData>({
+function TanStackCustomTableRow<TData, TItemKey = string>({
 	item,
 	context,
 	...props
-}: VirtuosoTableRowProps<TData>): JSX.Element {
+}: VirtuosoTableRowProps<TData, TItemKey>): JSX.Element {
+	const renderStart = chromePerformanceNow();
 	const rowId = item.row.id;
 	const rowData = item.row.original;

@@ -29,6 +35,23 @@ function TanStackCustomTableRow<TData>({
 	const setHovered = useSetRowHovered(rowId);
 	const clearHovered = useClearRowHovered(rowId);

+	const handleMouseEnter = useCallback((): void => {
+		chromePerformanceTanstackTableBeginHover(rowId);
+		setHovered();
+	}, [rowId, setHovered]);
+
+	useLayoutEffect(() => {
+		chromePerformanceMeasureTanstackTable('Row render', renderStart, {
+			track: 'Row render',
+			color: 'secondary',
+			tooltipText: 'Row render + commit',
+			properties: [
+				['rowId', rowId],
+				['kind', item.kind],
+			],
+		});
+	});
+
 	if (item.kind === 'expansion') {
 		return (
 			<tr {...props} className={tableStyles.tableRowExpansion}>
@@ -65,7 +88,7 @@ function TanStackCustomTableRow<TData>({
 			{...props}
 			className={rowClassName}
 			style={rowStyle}
-			onMouseEnter={setHovered}
+			onMouseEnter={handleMouseEnter}
 			onMouseLeave={clearHovered}
 		>
 			<TanStackRowCells
@@ -84,9 +107,9 @@ function TanStackCustomTableRow<TData>({
 // This looks overkill but ensures the table is stable and doesn't re-render on every change
 // If you add any new prop to context, remember to update this function
 // eslint-disable-next-line sonarjs/cognitive-complexity
-function areTableRowPropsEqual<TData>(
-	prev: Readonly<VirtuosoTableRowProps<TData>>,
-	next: Readonly<VirtuosoTableRowProps<TData>>,
+function areTableRowPropsEqual<TData, TItemKey = string>(
+	prev: Readonly<VirtuosoTableRowProps<TData, TItemKey>>,
+	next: Readonly<VirtuosoTableRowProps<TData, TItemKey>>,
 ): boolean {
 	if (prev.item.row.id !== next.item.row.id) {
 		return false;
@@ -141,7 +164,9 @@ function areTableRowPropsEqual<TData>(
 	return true;
 }

-export default memo(
-	TanStackCustomTableRow,
-	areTableRowPropsEqual,
-) as typeof TanStackCustomTableRow;
+export default memo(TanStackCustomTableRow, areTableRowPropsEqual as any) as <
+	TData,
+	TItemKey = string,
+>(
+	props: VirtuosoTableRowProps<TData, TItemKey>,
+) => JSX.Element;
--- a/frontend/src/components/TanStackTableView/TanStackHoverTooltip.tsx
+++ b/frontend/src/components/TanStackTableView/TanStackHoverTooltip.tsx
@@ -0,0 +1,30 @@
+import { useLayoutEffect, type ReactNode } from 'react';
+
+import { chromePerformanceTanstackTableEndHover } from './perfDevtools';
+import { useIsRowHovered } from './TanStackTableStateContext';
+import { TooltipSimple, TooltipSimpleProps } from '@signozhq/ui/tooltip';
+
+export type HoverTooltipProps = Omit<TooltipSimpleProps, 'open'> & {
+	rowId: string;
+	children: ReactNode;
+};
+
+export function TanStackHoverTooltip({
+	rowId,
+	children,
+	...tooltipProps
+}: HoverTooltipProps): JSX.Element {
+	const isHovered = useIsRowHovered(rowId);
+
+	useLayoutEffect(() => {
+		if (isHovered) {
+			chromePerformanceTanstackTableEndHover(rowId);
+		}
+	}, [isHovered, rowId]);
+
+	if (!isHovered) {
+		return <>{children}</>;
+	}
+
+	return <TooltipSimple {...tooltipProps}>{children}</TooltipSimple>;
+}
--- a/frontend/src/components/TanStackTableView/TanStackRow.tsx
+++ b/frontend/src/components/TanStackTableView/TanStackRow.tsx
@@ -8,23 +8,23 @@ import { TableRowContext } from './types';

 import tableStyles from './TanStackTable.module.scss';

-type TanStackRowCellsProps<TData> = {
+type TanStackRowCellsProps<TData, TItemKey = string> = {
 	row: TanStackRowModel<TData>;
-	context: TableRowContext<TData> | undefined;
+	context: TableRowContext<TData, TItemKey> | undefined;
 	itemKind: 'row' | 'expansion';
 	hasSingleColumn: boolean;
 	columnOrderKey: string;
 	columnVisibilityKey: string;
 };

-function TanStackRowCellsInner<TData>({
+function TanStackRowCellsInner<TData, TItemKey = string>({
 	row,
 	context,
 	itemKind,
 	hasSingleColumn,
 	columnOrderKey: _columnOrderKey,
 	columnVisibilityKey: _columnVisibilityKey,
-}: TanStackRowCellsProps<TData>): JSX.Element {
+}: TanStackRowCellsProps<TData, TItemKey>): JSX.Element {
 	const hasHovered = useIsRowHovered(row.id);
 	const rowData = row.original;
 	const visibleCells = row.getVisibleCells();
@@ -40,8 +40,10 @@ function TanStackRowCellsInner<TData>({

 	const handleClick = useCallback(
 		(event: MouseEvent<HTMLTableCellElement>) => {
+			// Fall back to an empty key so row clicks still fire for consumers
+			// that don't provide getRowKey (e.g. Logs Explorer / Live Logs).
 			const keyData = getRowKeyData?.(rowIndex);
-			const itemKey = keyData?.itemKey ?? '';
+			const itemKey = keyData?.itemKey ?? ('' as TItemKey);

 			// Handle ctrl+click or cmd+click (open in new tab)
 			if ((event.ctrlKey || event.metaKey) && onRowClickNewTab) {
@@ -131,6 +133,8 @@ function areRowCellsPropsEqual<TData>(
 const TanStackRowCells = memo(
 	TanStackRowCellsInner,
 	areRowCellsPropsEqual as any,
-) as <T>(props: TanStackRowCellsProps<T>) => JSX.Element;
+) as <T, TItemKey = string>(
+	props: TanStackRowCellsProps<T, TItemKey>,
+) => JSX.Element;

 export default TanStackRowCells;
--- a/frontend/src/components/TanStackTableView/TanStackTable.tsx
+++ b/frontend/src/components/TanStackTableView/TanStackTable.tsx
@@ -5,6 +5,7 @@ import {
 	useCallback,
 	useEffect,
 	useImperativeHandle,
+	useLayoutEffect,
 	useMemo,
 	useRef,
 } from 'react';
@@ -44,6 +45,7 @@ import {
 	TanStackTableHandle,
 	TanStackTableProps,
 } from './types';
+import { chromePerformanceMeasureTanstackTable } from './perfDevtools';
 import { useColumnDnd } from './useColumnDnd';
 import { useColumnHandlers } from './useColumnHandlers';
 import { useColumnState } from './useColumnState';
@@ -56,6 +58,7 @@ import { VirtuosoTableColGroup } from './VirtuosoTableColGroup';

 import tableStyles from './TanStackTable.module.scss';
 import viewStyles from './TanStackTableView.module.scss';
+import { chromePerformanceNow } from 'lib/chromePerformanceDevTools';

 const COLUMN_DND_AUTO_SCROLL = {
 	layoutShiftCompensation: false as const,
@@ -67,7 +70,7 @@ const INCREASE_VIEWPORT_BY = { top: 500, bottom: 500 };
 const noopColumnVisibility = (): void => {};

 // eslint-disable-next-line sonarjs/cognitive-complexity
-function TanStackTableInner<TData>(
+function TanStackTableInner<TData, TItemKey = string>(
 	{
 		data,
 		columns,
@@ -107,7 +110,7 @@ function TanStackTableInner<TData>(
 		suffixPaginationContent,
 		enableAlternatingRowColors,
 		disableVirtualScroll,
-	}: TanStackTableProps<TData>,
+	}: TanStackTableProps<TData, TItemKey>,
 	forwardedRef: React.ForwardedRef<TanStackTableHandle>,
 ): JSX.Element {
 	if (disableVirtualScroll && onEndReached) {
@@ -116,6 +119,8 @@ function TanStackTableInner<TData>(
 		);
 	}

+	const renderStart = chromePerformanceNow();
+
 	const virtuosoRef = useRef<TableVirtuosoHandle | null>(null);
 	const isDarkMode = useIsDarkMode();

@@ -193,7 +198,7 @@ function TanStackTableInner<TData>(
 		skeletonRowCount,
 	});

-	const { rowKeyData, getRowKeyData } = useRowKeyData({
+	const { rowKeyData, getRowKeyData } = useRowKeyData<TData, TItemKey>({
 		data: effectiveData,
 		isLoading,
 		getRowKey,
@@ -229,7 +234,7 @@ function TanStackTableInner<TData>(
 	const tanstackColumns = useMemo<ColumnDef<TData>[]>(
 		() =>
 			effectiveColumns.map((colDef) =>
-				buildTanstackColumnDef(colDef, isRowActive, getRowKeyData),
+				buildTanstackColumnDef<TData, TItemKey>(colDef, isRowActive, getRowKeyData),
 			),
 		[effectiveColumns, isRowActive, getRowKeyData],
 	);
@@ -344,6 +349,19 @@ function TanStackTableInner<TData>(

 	const visibleColumnsCount = table.getVisibleFlatColumns().length;

+	useLayoutEffect(() => {
+		chromePerformanceMeasureTanstackTable('Table render', renderStart, {
+			track: 'Table render',
+			color: 'primary',
+			tooltipText: 'TanStackTable render + commit',
+			properties: [
+				['rows', String(flatItems.length)],
+				['columns', String(visibleColumnsCount)],
+				['loading', String(isLoading)],
+			],
+		});
+	});
+
 	const columnOrderKey = useMemo(() => columnIds.join(','), [columnIds]);
 	const columnVisibilityKey = useMemo(
 		() =>
@@ -356,7 +374,7 @@ function TanStackTableInner<TData>(
 		[effectiveVisibility, columnIds],
 	);

-	const virtuosoContext = useMemo<TableRowContext<TData>>(
+	const virtuosoContext = useMemo<TableRowContext<TData, TItemKey>>(
 		() => ({
 			getRowStyle,
 			getRowClassName,
@@ -520,13 +538,15 @@ function TanStackTableInner<TData>(
 	);

 	type VirtuosoTableComponentProps = ComponentProps<
-		NonNullable<TableComponents<FlatItem<TData>, TableRowContext<TData>>['Table']>
+		NonNullable<
+			TableComponents<FlatItem<TData>, TableRowContext<TData, TItemKey>>['Table']
+		>
 	>;

 	// Use refs in virtuosoComponents to keep the component reference stable during resize
 	// This prevents Virtuoso from re-rendering all rows when columns are resized
 	const virtuosoComponents = useMemo(
-		() => ({
+		(): TableComponents<FlatItem<TData>, TableRowContext<TData, TItemKey>> => ({
 			Table: ({ style, children }: VirtuosoTableComponentProps): JSX.Element => (
 				<table className={tableStyles.tanStackTable} style={style}>
 					<VirtuosoTableColGroup
@@ -582,7 +602,7 @@ function TanStackTableInner<TData>(
 							</table>
 						</div>
 					) : (
-						<TableVirtuoso<FlatItem<TData>, TableRowContext<TData>>
+						<TableVirtuoso<FlatItem<TData>, TableRowContext<TData, TItemKey>>
 							className={virtuosoClassName}
 							ref={virtuosoRef}
 							{...restTableScrollerProps}
@@ -660,8 +680,11 @@ function TanStackTableInner<TData>(
 	);
 }

-const TanStackTableForward = forwardRef(TanStackTableInner) as <TData>(
-	props: TanStackTableProps<TData> & {
+const TanStackTableForward = forwardRef(TanStackTableInner) as <
+	TData,
+	TItemKey = string,
+>(
+	props: TanStackTableProps<TData, TItemKey> & {
 		ref?: React.Ref<TanStackTableHandle>;
 	},
 ) => JSX.Element;
--- a/frontend/src/components/TanStackTableView/tests/TanStackRow.test.tsx
+++ b/frontend/src/components/TanStackTableView/tests/TanStackRow.test.tsx
@@ -57,6 +57,39 @@ describe('TanStackRowCells', () => {
 	});

 	it('calls onRowClick when a cell is clicked', async () => {
+		const user = userEvent.setup();
+		const onRowClick = jest.fn();
+		const ctx: TableRowContext<Row> = {
+			colCount: 1,
+			onRowClick,
+			getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
+			hasSingleColumn: false,
+			columnOrderKey: '',
+			columnVisibilityKey: '',
+		};
+		const row = buildMockRow([{ id: 'body' }]);
+		render(
+			<table>
+				<tbody>
+					<tr>
+						<TanStackRowCells<Row>
+							row={row as never}
+							context={ctx}
+							itemKind="row"
+							hasSingleColumn={false}
+							columnOrderKey=""
+							columnVisibilityKey=""
+						/>
+					</tr>
+				</tbody>
+			</table>,
+		);
+		await user.click(screen.getAllByRole('cell')[0]);
+		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
+	});
+
+	it('fires onRowClick with empty itemKey when getRowKeyData is not provided', async () => {
+		// Mirrors Logs Explorer / Live Logs, which set onRowClick but no getRowKey.
 		const user = userEvent.setup();
 		const onRowClick = jest.fn();
 		const ctx: TableRowContext<Row> = {
@@ -84,7 +117,6 @@ describe('TanStackRowCells', () => {
 			</table>,
 		);
 		await user.click(screen.getAllByRole('cell')[0]);
-		// onRowClick receives (rowData, itemKey) - itemKey is empty when getRowKeyData not provided
 		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, '');
 	});

@@ -97,6 +129,7 @@ describe('TanStackRowCells', () => {
 			onRowClick,
 			onRowDeactivate,
 			isRowActive: () => true,
+			getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 			hasSingleColumn: false,
 			columnOrderKey: '',
 			columnVisibilityKey: '',
@@ -194,6 +227,7 @@ describe('TanStackRowCells', () => {
 				colCount: 1,
 				onRowClick,
 				onRowClickNewTab,
+				getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 				hasSingleColumn: false,
 				columnOrderKey: '',
 				columnVisibilityKey: '',
@@ -216,7 +250,7 @@ describe('TanStackRowCells', () => {
 				</table>,
 			);
 			fireEvent.click(screen.getAllByRole('cell')[0], { ctrlKey: true });
-			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, '');
+			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
 			expect(onRowClick).not.toHaveBeenCalled();
 		});

@@ -227,6 +261,7 @@ describe('TanStackRowCells', () => {
 				colCount: 1,
 				onRowClick,
 				onRowClickNewTab,
+				getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 				hasSingleColumn: false,
 				columnOrderKey: '',
 				columnVisibilityKey: '',
@@ -249,7 +284,7 @@ describe('TanStackRowCells', () => {
 				</table>,
 			);
 			fireEvent.click(screen.getAllByRole('cell')[0], { metaKey: true });
-			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, '');
+			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
 			expect(onRowClick).not.toHaveBeenCalled();
 		});

@@ -260,6 +295,7 @@ describe('TanStackRowCells', () => {
 				colCount: 1,
 				onRowClick,
 				onRowClickNewTab,
+				getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 				hasSingleColumn: false,
 				columnOrderKey: '',
 				columnVisibilityKey: '',
--- a/frontend/src/components/TanStackTableView/tests/TanStackTableView.test.tsx
+++ b/frontend/src/components/TanStackTableView/tests/TanStackTableView.test.tsx
@@ -614,6 +614,34 @@ describe('TanStackTableView Integration', () => {
 			);
 		});

+		it('calls onRowClick with object itemKey when getItemKey returns object', async () => {
+			type SelectionParams = { id: string; name: string };
+			const user = userEvent.setup();
+			const onRowClick = jest.fn<void, [unknown, SelectionParams]>();
+
+			renderTanStackTable<
+				(typeof import('./testUtils').defaultData)[0],
+				SelectionParams
+			>({
+				props: {
+					onRowClick,
+					getRowKey: (row) => row.id,
+					getItemKey: (row) => ({ id: row.id, name: row.name }),
+				},
+			});
+
+			await waitFor(() => {
+				expect(screen.getByText('Item 1')).toBeInTheDocument();
+			});
+
+			await user.click(screen.getByText('Item 1'));
+
+			expect(onRowClick).toHaveBeenCalledWith(
+				expect.objectContaining({ id: '1', name: 'Item 1' }),
+				{ id: '1', name: 'Item 1' },
+			);
+		});
+
 		it('applies active class when isRowActive returns true', async () => {
 			renderTanStackTable({
 				props: {
--- a/frontend/src/components/TanStackTableView/tests/testUtils.tsx
+++ b/frontend/src/components/TanStackTableView/tests/testUtils.tsx
@@ -42,14 +42,14 @@ export const defaultData: TestRow[] = [
 	{ id: '3', name: 'Item 3', value: 300 },
 ];

-export type RenderTanStackTableOptions<T> = {
-	props?: Partial<TanStackTableProps<T>>;
+export type RenderTanStackTableOptions<T, TItemKey = string> = {
+	props?: Partial<TanStackTableProps<T, TItemKey>>;
 	queryParams?: Record<string, string>;
 	onUrlUpdate?: OnUrlUpdateFunction;
 };

-export function renderTanStackTable<T = TestRow>(
-	options: RenderTanStackTableOptions<T> = {},
+export function renderTanStackTable<T = TestRow, TItemKey = string>(
+	options: RenderTanStackTableOptions<T, TItemKey> = {},
 ): RenderResult {
 	const { props = {}, queryParams, onUrlUpdate } = options;

@@ -57,7 +57,7 @@ export function renderTanStackTable<T = TestRow>(
 		data: defaultData as unknown as T[],
 		columns: defaultColumns as unknown as TableColumnDef<T>[],
 		...props,
-	} as TanStackTableProps<T>;
+	} as TanStackTableProps<T, TItemKey>;

 	return render(
 		<NuqsTestingAdapter searchParams={queryParams} onUrlUpdate={onUrlUpdate}>
@@ -65,7 +65,7 @@ export function renderTanStackTable<T = TestRow>(
 				value={{ viewportHeight: 500, itemHeight: 50 }}
 			>
 				<TooltipProvider>
-					<TanStackTable<T> {...mergedProps} />
+					<TanStackTable<T, TItemKey> {...mergedProps} />
 				</TooltipProvider>
 			</VirtuosoMockContext.Provider>
 		</NuqsTestingAdapter>,
--- a/frontend/src/components/TanStackTableView/index.tsx
+++ b/frontend/src/components/TanStackTableView/index.tsx
@@ -1,6 +1,8 @@
+import { TanStackHoverTooltip } from './TanStackHoverTooltip';
 import { TanStackTableBase } from './TanStackTable';
 import TanStackTableText from './TanStackTableText';

+export * from './TanStackHoverTooltip';
 export * from './TanStackTableStateContext';
 export * from './types';
 export * from './useCalculatedPageSize';
@@ -123,6 +125,22 @@ export * from './useTableParams';
 * />
 * ```
 *
+ * @example Object itemKey — use generic `TItemKey` when selection needs compound keys.
+ * ```tsx
+ * type SelectionParams = { id: string; cluster: string; namespace: string };
+ *
+ * <TanStackTable<Row, SelectionParams>
+ *   data={data}
+ *   columns={columns}
+ *   getRowKey={(row) => row.uid}
+ *   getItemKey={(row) => ({ id: row.name, cluster: row.cluster, namespace: row.namespace })}
+ *   onRowClick={(row, itemKey) => {
+ *     // itemKey is typed as SelectionParams
+ *     setSelection(itemKey);
+ *   }}
+ * />
+ * ```
+ *
 * @example Expandable rows. `renderExpandedRow` receives `(row, rowKey, groupMeta?)`.
 * ```tsx
 * <TanStackTable
@@ -258,6 +276,7 @@ export * from './useTableParams';
 */
 const TanStackTable = Object.assign(TanStackTableBase, {
 	Text: TanStackTableText,
+	HoverTooltip: TanStackHoverTooltip,
 });

 export default TanStackTable;
--- a/frontend/src/components/TanStackTableView/perfDevtools.ts
+++ b/frontend/src/components/TanStackTableView/perfDevtools.ts
@@ -0,0 +1,35 @@
+import {
+	createChromePerformanceInteractionTracker,
+	chromePerformanceMeasure,
+	ChromePerformanceTrackEntryOptions,
+} from 'lib/chromePerformanceDevTools';
+
+const TABLE_TRACK_GROUP = 'SigNoz Table';
+
+export function chromePerformanceMeasureTanstackTable(
+	name: string,
+	start: number,
+	{
+		track,
+		color,
+		tooltipText,
+		properties,
+	}: Omit<ChromePerformanceTrackEntryOptions, 'trackGroup'>,
+): void {
+	chromePerformanceMeasure(name, start, {
+		trackGroup: TABLE_TRACK_GROUP,
+		track,
+		color,
+		tooltipText,
+		properties,
+	});
+}
+
+const hoverTracker = createChromePerformanceInteractionTracker(
+	TABLE_TRACK_GROUP,
+	'Hover',
+	'Row hover',
+);
+
+export const chromePerformanceTanstackTableBeginHover = hoverTracker.begin;
+export const chromePerformanceTanstackTableEndHover = hoverTracker.end;
--- a/frontend/src/components/TanStackTableView/types.ts
+++ b/frontend/src/components/TanStackTableView/types.ts
@@ -21,20 +21,19 @@ export type TableCellContext<TData, TValue> = {
 	value: TValue;
 	isActive: boolean;
 	rowIndex: number;
+	rowId: string;
 	isExpanded: boolean;
 	canExpand: boolean;
 	toggleExpanded: () => void;
-	/** Business/selection key for the row */
-	itemKey: string;
 	/** Group metadata when row is part of a grouped view */
 	groupMeta?: Record<string, string>;
 };

-export type RowKeyData = {
+export type RowKeyData<TItemKey = string> = {
 	/** Final unique key (with duplicate suffix if needed) */
 	finalKey: string;
 	/** Business/selection key */
-	itemKey: string;
+	itemKey: TItemKey;
 	/** Group metadata */
 	groupMeta?: Record<string, string>;
 };
@@ -82,14 +81,14 @@ export type FlatItem<TData> =
 	| { kind: 'row'; row: TanStackRowType<TData> }
 	| { kind: 'expansion'; row: TanStackRowType<TData> };

-export type TableRowContext<TData> = {
+export type TableRowContext<TData, TItemKey = string> = {
 	getRowStyle?: (row: TData) => CSSProperties;
 	getRowClassName?: (row: TData) => string;
 	isRowActive?: (row: TData) => boolean;
 	renderRowActions?: (row: TData) => ReactNode;
-	onRowClick?: (row: TData, itemKey: string) => void;
+	onRowClick?: (row: TData, itemKey: TItemKey) => void;
 	/** Called when ctrl+click or cmd+click on a row */
-	onRowClickNewTab?: (row: TData, itemKey: string) => void;
+	onRowClickNewTab?: (row: TData, itemKey: TItemKey) => void;
 	onRowDeactivate?: () => void;
 	renderExpandedRow?: (
 		row: TData,
@@ -97,7 +96,7 @@ export type TableRowContext<TData> = {
 		groupMeta?: Record<string, string>,
 	) => ReactNode;
 	/** Get key data for a row by index */
-	getRowKeyData?: (index: number) => RowKeyData | undefined;
+	getRowKeyData?: (index: number) => RowKeyData<TItemKey> | undefined;
 	colCount: number;
 	isDarkMode?: boolean;
 	/** When set, primitive cell output (string/number/boolean) is wrapped with typography + line-clamp (see `plainTextCellLineClamp` on the table). */
@@ -147,7 +146,7 @@ export type TanstackTableQueryParamsConfig = {
 	expanded?: string;
 };

-export type TanStackTableProps<TData> = {
+export type TanStackTableProps<TData, TItemKey = string> = {
 	data: TData[];
 	columns: TableColumnDef<TData>[];
 	/** Storage key for column state persistence (visibility, sizing, ordering). When set, enables unified column management. */
@@ -172,7 +171,7 @@ export type TanStackTableProps<TData> = {
 	 * When set, enables automatic duplicate key detection and group-aware key composition. */
 	getRowKey?: (row: TData) => string;
 	/** Function to get the business/selection key. Defaults to getRowKey result. */
-	getItemKey?: (row: TData) => string;
+	getItemKey?: (row: TData) => TItemKey;
 	/** When set, enables group-aware key generation (prefixes rowKey with group values). */
 	groupBy?: Array<{ key: string }>;
 	/** Extract group metadata from a row. Required when groupBy is set. */
@@ -181,9 +180,9 @@ export type TanStackTableProps<TData> = {
 	getRowClassName?: (row: TData) => string;
 	isRowActive?: (row: TData) => boolean;
 	renderRowActions?: (row: TData) => ReactNode;
-	onRowClick?: (row: TData, itemKey: string) => void;
+	onRowClick?: (row: TData, itemKey: TItemKey) => void;
 	/** Called when ctrl+click or cmd+click on a row */
-	onRowClickNewTab?: (row: TData, itemKey: string) => void;
+	onRowClickNewTab?: (row: TData, itemKey: TItemKey) => void;
 	onRowDeactivate?: () => void;
 	activeRowIndex?: number;
 	renderExpandedRow?: (
--- a/frontend/src/components/TanStackTableView/useRowKeyData.ts
+++ b/frontend/src/components/TanStackTableView/useRowKeyData.ts
@@ -1,51 +1,51 @@
 import { useCallback, useMemo } from 'react';

-export interface RowKeyDataItem {
+export interface RowKeyDataItem<TItemKey = string> {
 	/** Final unique key for the row (with dedup suffix if needed) */
 	finalKey: string;
 	/** Item key for tracking (may differ from finalKey) */
-	itemKey: string;
+	itemKey: TItemKey;
 	/** Group metadata when grouped */
 	groupMeta: Record<string, string> | undefined;
 }

-export interface UseRowKeyDataOptions<TData> {
+export interface UseRowKeyDataOptions<TData, TItemKey = string> {
 	data: TData[];
 	isLoading: boolean;
 	getRowKey?: (item: TData) => string;
-	getItemKey?: (item: TData) => string;
+	getItemKey?: (item: TData) => TItemKey;
 	groupBy?: Array<{ key: string }>;
 	getGroupKey?: (item: TData) => Record<string, string>;
 }

-export interface UseRowKeyDataResult {
+export interface UseRowKeyDataResult<TItemKey = string> {
 	/** Array of key data for each row, undefined if getRowKey not provided or loading */
-	rowKeyData: RowKeyDataItem[] | undefined;
-	getRowKeyData: (index: number) => RowKeyDataItem | undefined;
+	rowKeyData: RowKeyDataItem<TItemKey>[] | undefined;
+	getRowKeyData: (index: number) => RowKeyDataItem<TItemKey> | undefined;
 }

 /**
 * Computes unique row keys with duplicate handling and group prefixes.
 */
-export function useRowKeyData<TData>({
+export function useRowKeyData<TData, TItemKey = string>({
 	data,
 	isLoading,
 	getRowKey,
 	getItemKey,
 	groupBy,
 	getGroupKey,
-}: UseRowKeyDataOptions<TData>): UseRowKeyDataResult {
+}: UseRowKeyDataOptions<TData, TItemKey>): UseRowKeyDataResult<TItemKey> {
 	// eslint-disable-next-line sonarjs/cognitive-complexity
-	const rowKeyData = useMemo((): RowKeyDataItem[] | undefined => {
+	const rowKeyData = useMemo((): RowKeyDataItem<TItemKey>[] | undefined => {
 		if (!getRowKey || isLoading) {
 			return undefined;
 		}

 		const keyCount = new Map<string, number>();

-		return data.map((item, index): RowKeyDataItem => {
+		return data.map((item, index): RowKeyDataItem<TItemKey> => {
 			const itemIdentifier = getRowKey(item);
-			const itemKey = getItemKey?.(item) ?? itemIdentifier;
+			const itemKey = getItemKey?.(item) ?? (itemIdentifier as TItemKey);
 			const groupMeta = groupBy?.length ? getGroupKey?.(item) : undefined;

 			// Build rowKey with group prefix when grouped
--- a/frontend/src/components/TanStackTableView/utils.ts
+++ b/frontend/src/components/TanStackTableView/utils.ts
@@ -86,10 +86,10 @@ const buildAccessorFn = <TData>(
 	};
 };

-export function buildTanstackColumnDef<TData>(
+export function buildTanstackColumnDef<TData, TItemKey = string>(
 	colDef: TableColumnDef<TData>,
 	isRowActive?: (row: TData) => boolean,
-	getRowKeyData?: (index: number) => RowKeyData | undefined,
+	getRowKeyData?: (index: number) => RowKeyData<TItemKey> | undefined,
 ): ColumnDef<TData> {
 	const isFixed = colDef.width?.fixed != null;
 	const headerFn =
@@ -135,12 +135,12 @@ export function buildTanstackColumnDef<TData>(
 				value: getValue() as TData[any],
 				isActive: isRowActive?.(rowData) ?? false,
 				rowIndex: row.index,
+				rowId: row.id,
 				isExpanded: row.getIsExpanded(),
 				canExpand: row.getCanExpand(),
 				toggleExpanded: (): void => {
 					row.toggleExpanded();
 				},
-				itemKey: keyData?.itemKey ?? '',
 				groupMeta: keyData?.groupMeta,
 			});
 		},
--- a/frontend/src/constants/query.ts
+++ b/frontend/src/constants/query.ts
@@ -57,4 +57,7 @@ export enum QueryParams {
 	isTestAlert = 'isTestAlert',
 	yAxisUnit = 'yAxisUnit',
 	ruleName = 'ruleName',
+	matchType = 'matchType',
+	compareOp = 'compareOp',
+	evaluationWindowPreset = 'evaluationWindowPreset',
 }
--- a/frontend/src/constants/queryCacheTime.ts
+++ b/frontend/src/constants/queryCacheTime.ts
@@ -1,3 +1,5 @@
 export const DASHBOARD_CACHE_TIME = 30_000;
 // keep it low or zero, otherwise, when enabled auto-refresh, this causes OOM due to accumulated queries in cache
 export const DASHBOARD_CACHE_TIME_ON_REFRESH_ENABLED = 0;
+
+export const FIELD_API_CACHE_TIME = 60_000;
--- a/frontend/src/constants/routes.ts
+++ b/frontend/src/constants/routes.ts
@@ -89,10 +89,10 @@ const ROUTES = {
 	AI_ASSISTANT_BASE: '/ai-assistant',
 	AI_ASSISTANT_ICON_PREVIEW: '/ai-assistant-icon-preview',
 	MCP_SERVER: '/settings/mcp-server',
-	LLM_OBSERVABILITY_ATTRIBUTE_MAPPING: '/llm-observability/attribute-mapping',
-	LLM_OBSERVABILITY_BASE: '/llm-observability',
-	LLM_OBSERVABILITY_OVERVIEW: '/llm-observability/overview',
-	LLM_OBSERVABILITY_CONFIGURATION: '/llm-observability/configuration',
+	AI_OBSERVABILITY_ATTRIBUTE_MAPPING: '/ai-observability/attribute-mapping',
+	AI_OBSERVABILITY_BASE: '/ai-observability',
+	AI_OBSERVABILITY_OVERVIEW: '/ai-observability/overview',
+	AI_OBSERVABILITY_CONFIGURATION: '/ai-observability/configuration',
 } as const;

 export default ROUTES;
--- a/frontend/src/container/CreateAlertV2/context/tests/CreateAlertProvider.prefill.test.tsx
+++ b/frontend/src/container/CreateAlertV2/context/tests/CreateAlertProvider.prefill.test.tsx
@@ -0,0 +1,176 @@
+import { QueryClient, QueryClientProvider } from 'react-query';
+import { MemoryRouter, useHistory } from 'react-router-dom';
+import { fireEvent, render, screen } from '@testing-library/react';
+import { AlertTypes } from 'types/api/alerts/alertTypes';
+
+import { INITIAL_CREATE_ALERT_STATE } from '../constants';
+import { CreateAlertProvider, useCreateAlertState } from '../index';
+import { AlertThresholdMatchType } from '../types';
+
+// The provider only needs a query with a unit + empty builder for these assertions.
+jest.mock('hooks/queryBuilder/useQueryBuilder', () => ({
+	useQueryBuilder: (): unknown => ({
+		currentQuery: {
+			unit: 'bytes',
+			builder: { queryData: [], queryFormulas: [] },
+		},
+		redirectWithQueryBuilderData: jest.fn(),
+	}),
+}));
+
+const mutation = { mutate: jest.fn(), isLoading: false };
+jest.mock('api/generated/services/rules', () => ({
+	useCreateRule: (): unknown => mutation,
+	useTestRule: (): unknown => mutation,
+	useUpdateRuleByID: (): unknown => mutation,
+}));
+
+function Probe(): JSX.Element {
+	const { thresholdState, evaluationWindow } = useCreateAlertState();
+	return (
+		<div>
+			<span data-testid="match-type">{thresholdState.matchType}</span>
+			<span data-testid="operator">{thresholdState.operator}</span>
+			<span data-testid="threshold-count">{thresholdState.thresholds.length}</span>
+			<span data-testid="threshold-value">
+				{thresholdState.thresholds[0]?.thresholdValue}
+			</span>
+			<span data-testid="window-type">{evaluationWindow.windowType}</span>
+		</div>
+	);
+}
+
+function renderWithSearch(search: string): void {
+	const queryClient = new QueryClient({
+		defaultOptions: { queries: { retry: false } },
+	});
+	render(
+		<MemoryRouter initialEntries={[`/alerts/new${search}`]}>
+			<QueryClientProvider client={queryClient}>
+				<CreateAlertProvider initialAlertType={AlertTypes.METRICS_BASED_ALERT}>
+					<Probe />
+				</CreateAlertProvider>
+			</QueryClientProvider>
+		</MemoryRouter>,
+	);
+}
+
+function serializeThreshold(thresholdValue: number): string {
+	return encodeURIComponent(
+		JSON.stringify([
+			{
+				id: 't1',
+				label: 'critical',
+				thresholdValue,
+				recoveryThresholdValue: null,
+				unit: 'bytes',
+				channels: [],
+				color: '#F1575F',
+			},
+		]),
+	);
+}
+
+describe('CreateAlertProvider — URL-declared prefill (issue #5291)', () => {
+	it('applies matchType, operator, and thresholds without the meter window', () => {
+		// Dashboard-style prefill: no evaluationWindowPreset → default window.
+		renderWithSearch(
+			`?matchType=on_average&compareOp=below&thresholds=${serializeThreshold(90)}`,
+		);
+
+		expect(screen.getByTestId('match-type')).toHaveTextContent('on_average');
+		expect(screen.getByTestId('operator')).toHaveTextContent('below');
+		expect(screen.getByTestId('threshold-count')).toHaveTextContent('1');
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('90');
+		// The meter evaluation-window preset must NOT fire.
+		expect(screen.getByTestId('window-type')).toHaveTextContent('rolling');
+	});
+
+	it('adjusts only the occurrence type when no thresholds are supplied', () => {
+		renderWithSearch(`?matchType=in_total`);
+
+		expect(screen.getByTestId('match-type')).toHaveTextContent('in_total');
+		// The default single critical threshold and operator are retained.
+		expect(screen.getByTestId('threshold-count')).toHaveTextContent('1');
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('0');
+		expect(screen.getByTestId('operator')).toHaveTextContent('above');
+		expect(screen.getByTestId('window-type')).toHaveTextContent('rolling');
+	});
+
+	it('applies the meter evaluation window when the preset is declared', () => {
+		// Ingestion-style prefill: explicit in_total + meter preset.
+		renderWithSearch(
+			`?matchType=in_total&evaluationWindowPreset=meter&thresholds=${serializeThreshold(
+				500,
+			)}`,
+		);
+
+		expect(screen.getByTestId('match-type')).toHaveTextContent('in_total');
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('500');
+		expect(screen.getByTestId('window-type')).toHaveTextContent('cumulative');
+	});
+});
+
+// Reproduces the #12137 regression: on the alert overview page the query builder
+// rewrites location.search after the alert loads, which used to re-run the prefill
+// effect and RESET the loaded threshold back to 0.
+function SearchMutator(): JSX.Element {
+	const routerHistory = useHistory();
+	return (
+		<button
+			type="button"
+			data-testid="mutate-search"
+			onClick={(): void =>
+				routerHistory.replace(
+					'/alerts/overview?compositeQuery=normalized&ruleId=r1',
+				)
+			}
+		>
+			change search
+		</button>
+	);
+}
+
+describe('CreateAlertProvider — edit mode ignores URL prefill', () => {
+	it('keeps loaded thresholds when the query builder rewrites location.search', () => {
+		const initialAlertState = {
+			...INITIAL_CREATE_ALERT_STATE,
+			threshold: {
+				...INITIAL_CREATE_ALERT_STATE.threshold,
+				matchType: AlertThresholdMatchType.AT_LEAST_ONCE,
+				thresholds: [
+					{
+						...INITIAL_CREATE_ALERT_STATE.threshold.thresholds[0],
+						thresholdValue: 245,
+					},
+				],
+			},
+		};
+
+		const queryClient = new QueryClient({
+			defaultOptions: { queries: { retry: false } },
+		});
+		render(
+			<MemoryRouter initialEntries={['/alerts/overview?ruleId=r1']}>
+				<QueryClientProvider client={queryClient}>
+					<CreateAlertProvider
+						initialAlertType={AlertTypes.METRICS_BASED_ALERT}
+						isEditMode
+						ruleId="r1"
+						initialAlertState={initialAlertState}
+					>
+						<Probe />
+						<SearchMutator />
+					</CreateAlertProvider>
+				</QueryClientProvider>
+			</MemoryRouter>,
+		);
+
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('245');
+
+		// Simulate the query builder normalizing the query into the URL post-load.
+		fireEvent.click(screen.getByTestId('mutate-search'));
+
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('245');
+	});
+});
--- a/frontend/src/container/CreateAlertV2/context/tests/resolveUrlAlertPrefill.test.ts
+++ b/frontend/src/container/CreateAlertV2/context/tests/resolveUrlAlertPrefill.test.ts
@@ -0,0 +1,71 @@
+import { AlertThresholdMatchType, AlertThresholdOperator } from '../types';
+import {
+	EvaluationWindowPreset,
+	resolveUrlAlertPrefill,
+} from '../resolveUrlAlertPrefill';
+
+function resolve(search: string): ReturnType<typeof resolveUrlAlertPrefill> {
+	return resolveUrlAlertPrefill(new URLSearchParams(search));
+}
+
+describe('resolveUrlAlertPrefill', () => {
+	it('returns an empty plan when no params are present', () => {
+		expect(resolve('')).toStrictEqual({
+			thresholds: undefined,
+			matchType: undefined,
+			operator: undefined,
+			evaluationWindowPreset: undefined,
+		});
+	});
+
+	it('parses a thresholds array', () => {
+		const thresholds = [{ id: 't1', thresholdValue: 90 }];
+		const { thresholds: parsed } = resolve(
+			`thresholds=${encodeURIComponent(JSON.stringify(thresholds))}`,
+		);
+		expect(parsed).toStrictEqual(thresholds);
+	});
+
+	it('ignores malformed or non-array thresholds without throwing', () => {
+		const consoleError = jest
+			.spyOn(console, 'error')
+			.mockImplementation(() => undefined);
+
+		expect(resolve('thresholds=not-json').thresholds).toBeUndefined();
+		expect(
+			resolve(`thresholds=${encodeURIComponent('{"a":1}')}`).thresholds,
+		).toBeUndefined();
+
+		consoleError.mockRestore();
+	});
+
+	it('normalizes matchType aliases', () => {
+		expect(resolve('matchType=on_average').matchType).toBe(
+			AlertThresholdMatchType.ON_AVERAGE,
+		);
+		expect(resolve('matchType=sum').matchType).toBe(
+			AlertThresholdMatchType.IN_TOTAL,
+		);
+		expect(resolve('matchType=nonsense').matchType).toBeUndefined();
+	});
+
+	it('normalizes operator aliases', () => {
+		expect(resolve('compareOp=above').operator).toBe(
+			AlertThresholdOperator.IS_ABOVE,
+		);
+		expect(resolve('compareOp=%3E').operator).toBe(
+			AlertThresholdOperator.IS_ABOVE,
+		);
+		expect(resolve('compareOp=nonsense').operator).toBeUndefined();
+	});
+
+	it('recognizes the meter evaluation-window preset only', () => {
+		expect(resolve('evaluationWindowPreset=meter').evaluationWindowPreset).toBe(
+			EvaluationWindowPreset.METER,
+		);
+		expect(
+			resolve('evaluationWindowPreset=rolling').evaluationWindowPreset,
+		).toBeUndefined();
+		expect(resolve('').evaluationWindowPreset).toBeUndefined();
+	});
+});
--- a/frontend/src/container/CreateAlertV2/context/conditionNormalizers.ts
+++ b/frontend/src/container/CreateAlertV2/context/conditionNormalizers.ts
@@ -0,0 +1,63 @@
+import { AlertThresholdMatchType, AlertThresholdOperator } from './types';
+
+// Mirrors the backend's CompareOperator.Normalize() in
+// pkg/types/ruletypes/compare.go. Maps any accepted alias to the enum value
+// the dropdown understands. Returns undefined for aliases the UI does not
+// expose (e.g. above_or_equal, below_or_equal) so callers can keep the raw
+// value on screen instead of silently rewriting it.
+export function normalizeOperator(
+	raw: string | undefined,
+): AlertThresholdOperator | undefined {
+	switch (raw) {
+		case '1':
+		case 'above':
+		case '>':
+			return AlertThresholdOperator.IS_ABOVE;
+		case '2':
+		case 'below':
+		case '<':
+			return AlertThresholdOperator.IS_BELOW;
+		case '3':
+		case 'equal':
+		case 'eq':
+		case '=':
+			return AlertThresholdOperator.IS_EQUAL_TO;
+		case '4':
+		case 'not_equal':
+		case 'not_eq':
+		case '!=':
+			return AlertThresholdOperator.IS_NOT_EQUAL_TO;
+		case '7':
+		case 'outside_bounds':
+			return AlertThresholdOperator.ABOVE_BELOW;
+		default:
+			return undefined;
+	}
+}
+
+// Mirrors the backend's MatchType.Normalize() in pkg/types/ruletypes/match.go.
+export function normalizeMatchType(
+	raw: string | undefined,
+): AlertThresholdMatchType | undefined {
+	switch (raw) {
+		case '1':
+		case 'at_least_once':
+			return AlertThresholdMatchType.AT_LEAST_ONCE;
+		case '2':
+		case 'all_the_times':
+			return AlertThresholdMatchType.ALL_THE_TIME;
+		case '3':
+		case 'on_average':
+		case 'avg':
+			return AlertThresholdMatchType.ON_AVERAGE;
+		case '4':
+		case 'in_total':
+		case 'sum':
+			return AlertThresholdMatchType.IN_TOTAL;
+		case '5':
+		case 'last':
+			return AlertThresholdMatchType.LAST;
+		default:
+			return undefined;
+	}
+}
--- a/frontend/src/container/CreateAlertV2/context/index.tsx
+++ b/frontend/src/container/CreateAlertV2/context/index.tsx
@@ -23,10 +23,13 @@ import { mapQueryDataFromApi } from 'lib/newQueryBuilder/queryBuilderMappers/map
 import { AlertTypes } from 'types/api/alerts/alertTypes';

 import { INITIAL_CREATE_ALERT_STATE } from './constants';
+import {
+	EvaluationWindowPreset,
+	resolveUrlAlertPrefill,
+} from './resolveUrlAlertPrefill';
 import {
 	AdvancedOptionsAction,
 	AlertThresholdAction,
-	AlertThresholdMatchType,
 	CreateAlertAction,
 	CreateAlertSlice,
 	EvaluationWindowAction,
@@ -123,9 +126,13 @@ export function CreateAlertProvider(

 	const location = useLocation();
 	const queryParams = new URLSearchParams(location.search);
-	const thresholdsFromURL = queryParams.get(QueryParams.thresholds);
 	const ruleNameFromURL = queryParams.get(QueryParams.ruleName);
 	const yAxisUnitFromURL = queryParams.get(QueryParams.yAxisUnit);
+	// Prefill declared in the URL; applied verbatim, agnostic of the producer.
+	const urlPrefill = useMemo(
+		() => resolveUrlAlertPrefill(new URLSearchParams(location.search)),
+		[location.search],
+	);

 	const [alertType, setAlertType] = useState<AlertTypes>(() => {
 		if (isEditMode) {
@@ -161,6 +168,14 @@ export function CreateAlertProvider(
 	const yAxisUnitAppliedRef = useRef(false);

 	useEffect(() => {
+		// URL-declared prefill is a create-flow concern. In edit mode the alert
+		// state is owned by SET_INITIAL_STATE; running the RESET below would wipe
+		// the loaded thresholds each time the query builder rewrites location.search
+		// (which yields a fresh urlPrefill object and re-triggers this effect).
+		if (isEditMode) {
+			return;
+		}
+
 		setCreateAlertState({
 			slice: CreateAlertSlice.THRESHOLD,
 			action: {
@@ -168,32 +183,41 @@ export function CreateAlertProvider(
 			},
 		});

-		if (thresholdsFromURL) {
-			try {
-				const thresholds = JSON.parse(thresholdsFromURL);
-				setCreateAlertState({
-					slice: CreateAlertSlice.THRESHOLD,
-					action: {
-						type: 'SET_THRESHOLDS',
-						payload: thresholds,
-					},
-				});
-			} catch (error) {
-				console.error('Error parsing thresholds from URL:', error);
-			}
-
+		if (urlPrefill.thresholds) {
 			setCreateAlertState({
-				slice: CreateAlertSlice.EVALUATION_WINDOW,
+				slice: CreateAlertSlice.THRESHOLD,
 				action: {
-					type: 'SET_INITIAL_STATE_FOR_METER',
+					type: 'SET_THRESHOLDS',
+					payload: urlPrefill.thresholds,
 				},
 			});
+		}

+		if (urlPrefill.matchType) {
 			setCreateAlertState({
 				slice: CreateAlertSlice.THRESHOLD,
 				action: {
 					type: 'SET_MATCH_TYPE',
-					payload: AlertThresholdMatchType.IN_TOTAL,
+					payload: urlPrefill.matchType,
+				},
+			});
+		}
+
+		if (urlPrefill.operator) {
+			setCreateAlertState({
+				slice: CreateAlertSlice.THRESHOLD,
+				action: {
+					type: 'SET_OPERATOR',
+					payload: urlPrefill.operator,
+				},
+			});
+		}
+
+		if (urlPrefill.evaluationWindowPreset === EvaluationWindowPreset.METER) {
+			setCreateAlertState({
+				slice: CreateAlertSlice.EVALUATION_WINDOW,
+				action: {
+					type: 'SET_INITIAL_STATE_FOR_METER',
 				},
 			});
 		}
@@ -219,7 +243,7 @@ export function CreateAlertProvider(
 				},
 			});
 		}
-	}, [alertType, thresholdsFromURL, ruleNameFromURL, yAxisUnitFromURL]);
+	}, [alertType, urlPrefill, ruleNameFromURL, yAxisUnitFromURL, isEditMode]);

 	useEffect(() => {
 		if (isEditMode && initialAlertState) {
--- a/frontend/src/container/CreateAlertV2/context/resolveUrlAlertPrefill.ts
+++ b/frontend/src/container/CreateAlertV2/context/resolveUrlAlertPrefill.ts
@@ -0,0 +1,54 @@
+import { QueryParams } from 'constants/query';
+
+import { normalizeMatchType, normalizeOperator } from './conditionNormalizers';
+import {
+	AlertThresholdMatchType,
+	AlertThresholdOperator,
+	Threshold,
+} from './types';
+
+export enum EvaluationWindowPreset {
+	METER = 'meter',
+}
+
+export interface ResolvedAlertPrefill {
+	thresholds?: Threshold[];
+	matchType?: AlertThresholdMatchType;
+	operator?: AlertThresholdOperator;
+	evaluationWindowPreset?: EvaluationWindowPreset;
+}
+
+function parseThresholds(raw: string | null): Threshold[] | undefined {
+	if (!raw) {
+		return undefined;
+	}
+	try {
+		const parsed = JSON.parse(raw);
+		return Array.isArray(parsed) ? (parsed as Threshold[]) : undefined;
+	} catch (error) {
+		console.error('Error parsing thresholds from URL:', error);
+		return undefined;
+	}
+}
+
+function parseEvaluationWindowPreset(
+	raw: string | null,
+): EvaluationWindowPreset | undefined {
+	return raw === EvaluationWindowPreset.METER
+		? EvaluationWindowPreset.METER
+		: undefined;
+}
+
+/** URL → declarative prefill plan; the consumer applies it without knowing the producer. */
+export function resolveUrlAlertPrefill(
+	params: URLSearchParams,
+): ResolvedAlertPrefill {
+	return {
+		thresholds: parseThresholds(params.get(QueryParams.thresholds)),
+		matchType: normalizeMatchType(params.get(QueryParams.matchType) ?? undefined),
+		operator: normalizeOperator(params.get(QueryParams.compareOp) ?? undefined),
+		evaluationWindowPreset: parseEvaluationWindowPreset(
+			params.get(QueryParams.evaluationWindowPreset),
+		),
+	};
+}
--- a/frontend/src/container/CreateAlertV2/utils.tsx
+++ b/frontend/src/container/CreateAlertV2/utils.tsx
@@ -238,67 +238,12 @@ export function getAdvancedOptionsStateFromAlertDef(
 	};
 }

-// Mirrors the backend's CompareOperator.Normalize() in
-// pkg/types/ruletypes/compare.go. Maps any accepted alias to the enum value
-// the dropdown understands. Returns undefined for aliases the UI does not
-// expose (e.g. above_or_equal, below_or_equal) so callers can keep the raw
-// value on screen instead of silently rewriting it.
-export function normalizeOperator(
-	raw: string | undefined,
-): AlertThresholdOperator | undefined {
-	switch (raw) {
-		case '1':
-		case 'above':
-		case '>':
-			return AlertThresholdOperator.IS_ABOVE;
-		case '2':
-		case 'below':
-		case '<':
-			return AlertThresholdOperator.IS_BELOW;
-		case '3':
-		case 'equal':
-		case 'eq':
-		case '=':
-			return AlertThresholdOperator.IS_EQUAL_TO;
-		case '4':
-		case 'not_equal':
-		case 'not_eq':
-		case '!=':
-			return AlertThresholdOperator.IS_NOT_EQUAL_TO;
-		case '7':
-		case 'outside_bounds':
-			return AlertThresholdOperator.ABOVE_BELOW;
-		default:
-			return undefined;
-	}
-}
-
-// Mirrors the backend's MatchType.Normalize() in pkg/types/ruletypes/match.go.
-export function normalizeMatchType(
-	raw: string | undefined,
-): AlertThresholdMatchType | undefined {
-	switch (raw) {
-		case '1':
-		case 'at_least_once':
-			return AlertThresholdMatchType.AT_LEAST_ONCE;
-		case '2':
-		case 'all_the_times':
-			return AlertThresholdMatchType.ALL_THE_TIME;
-		case '3':
-		case 'on_average':
-		case 'avg':
-			return AlertThresholdMatchType.ON_AVERAGE;
-		case '4':
-		case 'in_total':
-		case 'sum':
-			return AlertThresholdMatchType.IN_TOTAL;
-		case '5':
-		case 'last':
-			return AlertThresholdMatchType.LAST;
-		default:
-			return undefined;
-	}
-}
+// Condition-alias normalizers live in a leaf module (they depend only on the
+// enums) so `context/index` can consume them without an index↔utils cycle.
+export {
+	normalizeOperator,
+	normalizeMatchType,
+} from './context/conditionNormalizers';

 export function getThresholdStateFromAlertDef(
 	alertDef: PostableAlertRuleV2,
--- a/frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.module.scss
+++ b/frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.module.scss
@@ -65,4 +65,5 @@
 	min-width: 0;
 	padding-left: 12px;
 	padding-bottom: 12px;
+	padding-top: 8px;
 }
--- a/frontend/src/container/DashboardContainer/visualization/charts/tests/utils.test.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/tests/utils.test.ts
@@ -25,20 +25,52 @@ describe('calculateChartDimensions', () => {
 		});
 	});

-	it('RIGHT: reserves a side column capped at 30% of the width and keeps full height', () => {
+	it('RIGHT: reserves a side column capped at 320px / 40% of the width and keeps full height', () => {
 		const dims = calculateChartDimensions({
 			containerWidth: 1000,
 			containerHeight: 400,
 			legendConfig: { position: LegendPosition.RIGHT },
 			seriesLabels: labels(10, 40),
 		});
-		// 40-char labels approximate to 336px, capped at min(240, 30% of 1000).
-		expect(dims.legendWidth).toBe(240);
-		expect(dims.width).toBe(760);
+		expect(dims.legendWidth).toBe(320);
+		expect(dims.width).toBe(680);
 		expect(dims.height).toBe(400);
 		expect(dims.legendHeight).toBe(400);
 	});

+	it('RIGHT: sizes the column to the longest label when it fits under the cap', () => {
+		const dims = calculateChartDimensions({
+			containerWidth: 1000,
+			containerHeight: 400,
+			legendConfig: { position: LegendPosition.RIGHT },
+			seriesLabels: labels(5, 20),
+		});
+		expect(dims.legendWidth).toBe(216);
+		expect(dims.width).toBe(784);
+	});
+
+	it('RIGHT: never shrinks the column below the 150px floor', () => {
+		const dims = calculateChartDimensions({
+			containerWidth: 1000,
+			containerHeight: 400,
+			legendConfig: { position: LegendPosition.RIGHT },
+			seriesLabels: labels(3, 3),
+		});
+		expect(dims.legendWidth).toBe(150);
+		expect(dims.width).toBe(850);
+	});
+
+	it('RIGHT: on a narrow container the legend never takes more than 40% of the width', () => {
+		const dims = calculateChartDimensions({
+			containerWidth: 300,
+			containerHeight: 400,
+			legendConfig: { position: LegendPosition.RIGHT },
+			seriesLabels: labels(10, 40),
+		});
+		expect(dims.legendWidth).toBe(120);
+		expect(dims.width).toBe(180);
+	});
+
 	it('BOTTOM: a single row of items reserves one legend row', () => {
 		const dims = calculateChartDimensions({
 			containerWidth: 1000,
--- a/frontend/src/container/DashboardContainer/visualization/charts/utils.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/utils.ts
@@ -15,6 +15,12 @@ const BASE_LEGEND_WIDTH = 16;
 const LEGEND_PADDING = 12;
 const LEGEND_LINE_HEIGHT = 28;

+// RIGHT legend is a vertical column with its own width budget (cap protects the donut).
+const MAX_RIGHT_LEGEND_WIDTH = 320;
+const RIGHT_LEGEND_WIDTH_RATIO = 0.4;
+// Column padding + copy button, not covered by the text-length estimate.
+const RIGHT_LEGEND_RESERVED_WIDTH = 40;
+
 /**
 * Calculates the average width of the legend items based on the labels of the series.
 * @param legends - The labels of the series.
@@ -42,7 +48,7 @@ export function calculateAverageLegendWidth(legends: string[]): number {
 * Implementation details (high level):
 * - Approximates legend item width from label text length, using a fixed average char width.
 * - RIGHT legend:
- *   - `legendWidth` is clamped between 150px and min(MAX_LEGEND_WIDTH, 30% of container width).
+ *   - `legendWidth` fits the longest label, clamped to [150px, min(MAX_RIGHT_LEGEND_WIDTH, 40% width)].
 *   - Chart width is `containerWidth - legendWidth`.
 * - BOTTOM legend:
 *   - Computes how many items fit per row, then uses at most 2 rows.
@@ -80,9 +86,22 @@ export function calculateChartDimensions({
 	const legendItemCount = seriesLabels.length;

 	if (legendConfig.position === LegendPosition.RIGHT) {
-		const maxRightLegendWidth = Math.min(MAX_LEGEND_WIDTH, containerWidth * 0.3);
+		// Size the column to the longest name (up to the cap) so it doesn't ellipsize.
+		const longestLabelLength = seriesLabels.reduce(
+			(max, label) => Math.max(max, label.length),
+			0,
+		);
+		const desiredLegendWidth =
+			BASE_LEGEND_WIDTH +
+			longestLabelLength * AVG_CHAR_WIDTH +
+			RIGHT_LEGEND_RESERVED_WIDTH;
+
+		const maxRightLegendWidth = Math.min(
+			MAX_RIGHT_LEGEND_WIDTH,
+			containerWidth * RIGHT_LEGEND_WIDTH_RATIO,
+		);
 		const rightLegendWidth = Math.min(
-			Math.max(150, approxLegendItemWidth),
+			Math.max(150, desiredLegendWidth),
 			maxRightLegendWidth,
 		);

--- a/frontend/src/container/DashboardContainer/visualization/layout/ChartLayout/ChartLayout.styles.scss
+++ b/frontend/src/container/DashboardContainer/visualization/layout/ChartLayout/ChartLayout.styles.scss
@@ -15,6 +15,10 @@

 	&--legend-right {
 		flex-direction: row;
+
+		.chart-layout__legend-wrapper {
+			padding-top: 8px;
+		}
 	}

 	&__legend-wrapper {
--- a/frontend/src/container/ExplorerOptions/ExplorerOptions.tsx
+++ b/frontend/src/container/ExplorerOptions/ExplorerOptions.tsx
@@ -53,6 +53,7 @@ import {
 	defaultTraceSelectedColumns,
 } from 'container/OptionsMenu/constants';
 import { OptionsQuery } from 'container/OptionsMenu/types';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
 import { useGetSearchQueryParam } from 'hooks/queryBuilder/useGetSearchQueryParam';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useGetAllViews } from 'hooks/saveViews/useGetAllViews';
@@ -66,7 +67,6 @@ import { mapCompositeQueryFromQuery } from 'lib/newQueryBuilder/queryBuilderMapp
 import { cloneDeep, isEqual, omit } from 'lodash-es';
 import { useAppContext } from 'providers/App/App';
 import { FormattingOptions } from 'providers/preferences/types';
-import { Dashboard } from 'types/api/dashboard/getAll';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { ViewProps } from 'types/api/saveViews/types';
 import { DataSource, StringOperators } from 'types/common/queryBuilder';
@@ -1031,26 +1031,19 @@ function ExplorerOptions({
 					/>
 				</div>
 			</Modal>
-			<Modal
-				footer={null}
-				onOk={onCancel(false)}
-				onCancel={onCancel(false)}
+			<ExportPanelContainer
 				open={isExport}
-				centered
-				destroyOnClose
-			>
-				<ExportPanelContainer
-					query={isOneChartPerQuery ? queryToExport : query}
-					isLoading={isLoading}
-					onExport={(dashboard, isNewDashboard): void => {
-						if (isOneChartPerQuery && queryToExport) {
-							onExport(dashboard, isNewDashboard, queryToExport);
-						} else {
-							onExport(dashboard, isNewDashboard);
-						}
-					}}
-				/>
-			</Modal>
+				onClose={onCancel(false)}
+				query={isOneChartPerQuery ? queryToExport : query}
+				isLoading={isLoading}
+				onExport={(dashboard, isNewDashboard): void => {
+					if (isOneChartPerQuery && queryToExport) {
+						onExport(dashboard, isNewDashboard, queryToExport);
+					} else {
+						onExport(dashboard, isNewDashboard);
+					}
+				}}
+			/>
 		</div>
 	);
 }
@@ -1058,7 +1051,7 @@ function ExplorerOptions({
 export interface ExplorerOptionsProps {
 	isLoading?: boolean;
 	onExport: (
-		dashboard: Dashboard | null,
+		dashboard: ExportDashboard | null,
 		isNewDashboard?: boolean,
 		queryToExport?: Query,
 	) => void;
--- a/frontend/src/container/ExplorerOptions/tests/ExplorerOptionWrapper.test.tsx
+++ b/frontend/src/container/ExplorerOptions/tests/ExplorerOptionWrapper.test.tsx
@@ -1,6 +1,7 @@
 import { useHistory } from 'react-router-dom';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import { MOCK_QUERY } from 'container/QueryTable/Drilldown/__tests__/mockTableData';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
 import { useUpdateDashboard } from 'hooks/dashboard/useUpdateDashboard';
 import { rest, server } from 'mocks-server/server';
 import { render, screen, userEvent, waitFor } from 'tests/test-utils';
@@ -80,7 +81,7 @@ const renderExplorerOptionWrapper = (
 		isLoading: false,
 		onExport: jest.fn() as jest.MockedFunction<
 			(
-				dashboard: Dashboard | null,
+				dashboard: ExportDashboard | null,
 				isNewDashboard?: boolean,
 				queryToExport?: Query,
 			) => void
@@ -150,7 +151,7 @@ describe('ExplorerOptionWrapper', () => {
 			const user = userEvent.setup({ pointerEventsCheck: 0 });
 			const testOnExport = jest.fn() as jest.MockedFunction<
 				(
-					dashboard: Dashboard | null,
+					dashboard: ExportDashboard | null,
 					isNewDashboard?: boolean,
 					queryToExport?: Query,
 				) => void
@@ -179,15 +180,16 @@ describe('ExplorerOptionWrapper', () => {
 				expect(screen.getByRole('dialog')).toBeInTheDocument();
 			});

-			// Click the "New Dashboard" button
-			const newDashboardButton = screen.getByRole('button', {
-				name: /new dashboard/i,
-			});
+			// Click the "New dashboard" button
+			const newDashboardButton = screen.getByTestId('export-panel-new-dashboard');
 			await user.click(newDashboardButton);

 			// Wait for the API call to complete and onExport to be called
 			await waitFor(() => {
-				expect(testOnExport).toHaveBeenCalledWith(mockNewDashboard, true);
+				expect(testOnExport).toHaveBeenCalledWith(
+					{ id: NEW_DASHBOARD_ID, title: TEST_DASHBOARD_TITLE },
+					true,
+				);
 			});
 		});

@@ -195,7 +197,7 @@ describe('ExplorerOptionWrapper', () => {
 			const user = userEvent.setup({ pointerEventsCheck: 0 });
 			const testOnExport = jest.fn() as jest.MockedFunction<
 				(
-					dashboard: Dashboard | null,
+					dashboard: ExportDashboard | null,
 					isNewDashboard?: boolean,
 					queryToExport?: Query,
 				) => void
@@ -229,13 +231,12 @@ describe('ExplorerOptionWrapper', () => {
 				expect(screen.getByRole('dialog')).toBeInTheDocument();
 			});

-			// Wait for dashboards to load and then click on the dashboard select dropdown
+			// Wait for the dashboard select dropdown to render inside the dialog
+			const modal = screen.getByRole('dialog');
 			await waitFor(() => {
-				expect(screen.getByText('Select Dashboard')).toBeInTheDocument();
+				expect(modal.querySelector('[role="combobox"]')).toBeTruthy();
 			});

-			// Get the modal and find the dashboard select dropdown within it
-			const modal = screen.getByRole('dialog');
 			const dashboardSelect = modal.querySelector(
 				'[role="combobox"]',
 			) as HTMLElement;
@@ -251,19 +252,21 @@ describe('ExplorerOptionWrapper', () => {
 			const dashboardOption = screen.getByText(mockDashboard1.data.title);
 			await user.click(dashboardOption);

-			// Wait for the selection to be made and the Export button to be enabled
+			// Wait for the selection to be made and the export button to be enabled
 			await waitFor(() => {
-				const exportButton = screen.getByRole('button', { name: /export/i });
-				expect(exportButton).not.toBeDisabled();
+				expect(screen.getByTestId('export-panel-export')).not.toBeDisabled();
 			});

-			// Click the Export button
-			const exportButton = screen.getByRole('button', { name: /export/i });
+			// Click the export button
+			const exportButton = screen.getByTestId('export-panel-export');
 			await user.click(exportButton);

 			// Wait for onExport to be called with the selected dashboard
 			await waitFor(() => {
-				expect(testOnExport).toHaveBeenCalledWith(mockDashboard1, false);
+				expect(testOnExport).toHaveBeenCalledWith(
+					{ id: 'dashboard-1', title: 'Dashboard 1' },
+					false,
+				);
 			});
 		});

@@ -284,7 +287,7 @@ describe('ExplorerOptionWrapper', () => {

 			// Create a real handleExport function similar to LogsExplorerViews
 			// This should NOT call useUpdateDashboard (as per PR #8029)
-			const handleExport = (dashboard: Dashboard | null): void => {
+			const handleExport = (dashboard: ExportDashboard | null): void => {
 				if (!dashboard) {
 					return;
 				}
@@ -326,13 +329,12 @@ describe('ExplorerOptionWrapper', () => {
 				expect(screen.getByRole('dialog')).toBeInTheDocument();
 			});

-			// Wait for dashboards to load and then click on the dashboard select dropdown
+			// Wait for the dashboard select dropdown to render inside the dialog
+			const modal = screen.getByRole('dialog');
 			await waitFor(() => {
-				expect(screen.getByText('Select Dashboard')).toBeInTheDocument();
+				expect(modal.querySelector('[role="combobox"]')).toBeTruthy();
 			});

-			// Get the modal and find the dashboard select dropdown within it
-			const modal = screen.getByRole('dialog');
 			const dashboardSelect = modal.querySelector(
 				'[role="combobox"]',
 			) as HTMLElement;
@@ -348,14 +350,13 @@ describe('ExplorerOptionWrapper', () => {
 			const dashboardOption = screen.getByText(mockDashboard.data.title);
 			await user.click(dashboardOption);

-			// Wait for the selection to be made and the Export button to be enabled
+			// Wait for the selection to be made and the export button to be enabled
 			await waitFor(() => {
-				const exportButton = screen.getByRole('button', { name: /export/i });
-				expect(exportButton).not.toBeDisabled();
+				expect(screen.getByTestId('export-panel-export')).not.toBeDisabled();
 			});

-			// Click the Export button
-			const exportButton = screen.getByRole('button', { name: /export/i });
+			// Click the export button
+			const exportButton = screen.getByTestId('export-panel-export');
 			await user.click(exportButton);

 			// Wait for the handleExport function to be called and navigation to occur
@@ -375,7 +376,7 @@ describe('ExplorerOptionWrapper', () => {
 		it('should not show export buttons when component is disabled', () => {
 			const testOnExport = jest.fn() as jest.MockedFunction<
 				(
-					dashboard: Dashboard | null,
+					dashboard: ExportDashboard | null,
 					isNewDashboard?: boolean,
 					queryToExport?: Query,
 				) => void
--- a/frontend/src/container/ExportPanel/ExportDashboardSelect.tsx
+++ b/frontend/src/container/ExportPanel/ExportDashboardSelect.tsx
@@ -0,0 +1,74 @@
+import { useMemo } from 'react';
+// eslint-disable-next-line signoz/no-antd-components
+import { Select, SelectProps } from 'antd';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
+
+import { getSelectOptions } from './utils';
+import styles from './ExportPanel.module.scss';
+
+interface ExportDashboardSelectProps {
+	dashboards: ExportDashboard[];
+	value: string | null;
+	/** The picked dashboard, pinned as an option so its label survives a later search. */
+	selectedDashboard: ExportDashboard | null;
+	loading?: boolean;
+	disabled?: boolean;
+	onChange: (dashboardId: string) => void;
+	onSearch: (search: string) => void;
+}
+
+/**
+ * Dashboard picker for the "Add to dashboard" dialog. Server-side search (`filterOption`
+ * off, typing via `onSearch`); the selected dashboard is pinned as an option so its label
+ * survives a narrowing search, and `getPopupContainer` keeps the overlay from clipping the
+ * dropdown.
+ */
+function ExportDashboardSelect({
+	dashboards,
+	value,
+	selectedDashboard,
+	loading,
+	disabled,
+	onChange,
+	onSearch,
+}: ExportDashboardSelectProps): JSX.Element {
+	const options = useMemo<SelectProps['options']>(() => {
+		const base = getSelectOptions(dashboards) ?? [];
+		if (
+			selectedDashboard &&
+			!base.some((option) => option.value === selectedDashboard.id)
+		) {
+			return [
+				{ label: selectedDashboard.title, value: selectedDashboard.id },
+				...base,
+			];
+		}
+		return base;
+	}, [dashboards, selectedDashboard]);
+
+	return (
+		<Select
+			className={styles.dashboardSelect}
+			placeholder="Select a dashboard"
+			showSearch
+			filterOption={false}
+			loading={loading}
+			disabled={disabled}
+			value={value}
+			onChange={onChange}
+			onSearch={onSearch}
+			data-testid="export-dashboard-select"
+			options={options}
+			getPopupContainer={(trigger): HTMLElement =>
+				trigger.parentElement ?? document.body
+			}
+		/>
+	);
+}
+
+ExportDashboardSelect.defaultProps = {
+	loading: false,
+	disabled: false,
+};
+
+export default ExportDashboardSelect;
--- a/frontend/src/container/ExportPanel/ExportPanel.module.scss
+++ b/frontend/src/container/ExportPanel/ExportPanel.module.scss
@@ -0,0 +1,42 @@
+.body {
+	display: flex;
+	flex-direction: column;
+	gap: 20px;
+}
+
+.field {
+	display: flex;
+	flex-direction: column;
+	gap: 6px;
+}
+
+.label {
+	font-size: 12px;
+	color: var(--l2-foreground);
+}
+
+.dashboardSelect {
+	width: 100%;
+}
+
+.newDashboard {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	gap: 12px;
+	padding-top: 16px;
+	border-top: 1px solid var(--l2-border);
+}
+
+.hint {
+	font-size: 13px;
+	color: var(--l2-foreground);
+}
+
+.footer {
+	display: flex;
+	align-items: center;
+	justify-content: flex-end;
+	gap: 8px;
+	width: 100%;
+}
--- a/frontend/src/container/ExportPanel/ExportPanelContainer.tsx
+++ b/frontend/src/container/ExportPanel/ExportPanelContainer.tsx
@@ -1,127 +1,159 @@
-import { useCallback, useMemo, useState } from 'react';
+import { useCallback, useEffect, useState } from 'react';
 import { useTranslation } from 'react-i18next';
-import { useMutation } from 'react-query';
-import { Button } from 'antd';
+import { Plus } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { DialogWrapper } from '@signozhq/ui/dialog';
 import { Typography } from '@signozhq/ui/typography';
-import createDashboard from 'api/v1/dashboards/create';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { useGetAllDashboard } from 'hooks/dashboard/useGetAllDashboard';
-import { useErrorModal } from 'providers/ErrorModalProvider';
-import APIError from 'types/api/error';
-
-import { ExportPanelProps } from '.';
+import { useCreateExportDashboard } from 'hooks/dashboard/useCreateExportDashboard';
 import {
-	DashboardSelect,
-	NewDashboardButton,
-	SelectWrapper,
-	Title,
-	Wrapper,
-} from './styles';
-import { filterOptions, getSelectOptions } from './utils';
+	ExportDashboard,
+	useExportDashboards,
+} from 'hooks/dashboard/useExportDashboards';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';

+import ExportDashboardSelect from './ExportDashboardSelect';
+import styles from './ExportPanel.module.scss';
+
+export interface ExportPanelProps {
+	isLoading?: boolean;
+	onExport: (
+		dashboard: ExportDashboard | null,
+		isNewDashboard?: boolean,
+	) => void;
+	query: Query | null;
+	/** Controlled open state of the dialog. */
+	open: boolean;
+	/** Called when the dialog requests to close (Cancel / overlay / Esc). */
+	onClose: () => void;
+}
+
+/**
+ * "Add to dashboard" dialog: export the panel into an existing dashboard or a newly
+ * created one. Navigation is the caller's job via `onExport` (flag-aware V1/V2 editor).
+ */
 function ExportPanelContainer({
 	isLoading,
 	onExport,
+	open,
+	onClose,
 }: ExportPanelProps): JSX.Element {
 	const { t } = useTranslation(['dashboard']);

-	const [dashboardId, setDashboardId] = useState<string | null>(null);
+	// Track the object, not just the id, so export survives a search that narrows it out.
+	const [selectedDashboard, setSelectedDashboard] =
+		useState<ExportDashboard | null>(null);
+	const [searchText, setSearchText] = useState('');

 	const {
-		data,
+		dashboards,
 		isLoading: isAllDashboardsLoading,
-		refetch,
-	} = useGetAllDashboard();
+		isFetching: isDashboardsFetching,
+	} = useExportDashboards(searchText);

-	const { showErrorModal } = useErrorModal();
-
-	const { mutate: createNewDashboard, isLoading: createDashboardLoading } =
-		useMutation(createDashboard, {
-			onSuccess: (data) => {
-				if (data.data) {
-					onExport(data?.data, true);
-				}
-				refetch();
-			},
-			onError: (error) => {
-				showErrorModal(error as APIError);
-			},
+	const { create: createNewDashboard, isLoading: createDashboardLoading } =
+		useCreateExportDashboard({
+			title: t('new_dashboard_title', { ns: 'dashboard' }),
+			onCreated: (dashboard) => onExport(dashboard, true),
 		});

-	const options = useMemo(() => getSelectOptions(data?.data || []), [data]);
-
-	const handleExportClick = useCallback((): void => {
-		const currentSelectedDashboard = data?.data?.find(
-			({ id }) => id === dashboardId,
-		);
-
-		onExport(currentSelectedDashboard || null, false);
-	}, [data, dashboardId, onExport]);
+	// Reset on close so each open starts fresh (the dialog stays mounted).
+	useEffect(() => {
+		if (!open) {
+			setSelectedDashboard(null);
+			setSearchText('');
+		}
+	}, [open]);

 	const handleSelect = useCallback(
-		(selectedDashboardId: string): void => {
-			setDashboardId(selectedDashboardId);
+		(dashboardId: string): void => {
+			setSelectedDashboard(
+				dashboards.find(({ id }) => id === dashboardId) ?? null,
+			);
 		},
-		[setDashboardId],
+		[dashboards],
 	);

-	const handleNewDashboard = useCallback(async () => {
-		try {
-			await createNewDashboard({
-				title: t('new_dashboard_title', {
-					ns: 'dashboard',
-				}),
-				uploadedGrafana: false,
-				version: ENTITY_VERSION_V5,
-			});
-		} catch (error) {
-			showErrorModal(error as APIError);
-		}
-	}, [createNewDashboard, t, showErrorModal]);
+	const handleExportClick = useCallback((): void => {
+		onExport(selectedDashboard, false);
+	}, [selectedDashboard, onExport]);

-	const isDashboardLoading = isAllDashboardsLoading || createDashboardLoading;
-
-	const isDisabled =
-		isAllDashboardsLoading || !options?.length || !dashboardId || isLoading;
+	const isExportDisabled =
+		isAllDashboardsLoading || !selectedDashboard || isLoading;

 	return (
-		<Wrapper direction="vertical">
-			<Title>Export Panel</Title>
+		<DialogWrapper
+			open={open}
+			onOpenChange={(isOpen): void => {
+				if (!isOpen) {
+					onClose();
+				}
+			}}
+			title="Add to dashboard"
+			testId="export-panel-dialog"
+			footer={
+				<div className={styles.footer}>
+					<Button
+						variant="outlined"
+						color="secondary"
+						size="md"
+						onClick={onClose}
+						testId="export-panel-cancel"
+					>
+						Cancel
+					</Button>
+					<Button
+						color="primary"
+						size="md"
+						loading={isLoading}
+						disabled={isExportDisabled}
+						onClick={handleExportClick}
+						testId="export-panel-export"
+					>
+						Add to dashboard
+					</Button>
+				</div>
+			}
+		>
+			<div className={styles.body}>
+				<div className={styles.field}>
+					<Typography.Text className={styles.label}>
+						Select a dashboard
+					</Typography.Text>
+					<ExportDashboardSelect
+						dashboards={dashboards}
+						value={selectedDashboard?.id ?? null}
+						selectedDashboard={selectedDashboard}
+						loading={isDashboardsFetching}
+						disabled={isAllDashboardsLoading || createDashboardLoading}
+						onChange={handleSelect}
+						onSearch={setSearchText}
+					/>
+				</div>

-			<SelectWrapper direction="horizontal">
-				<DashboardSelect
-					placeholder="Select Dashboard"
-					options={options}
-					showSearch
-					loading={isDashboardLoading}
-					disabled={isDashboardLoading}
-					value={dashboardId}
-					onSelect={handleSelect}
-					filterOption={filterOptions}
-				/>
-				<Button
-					type="primary"
-					loading={isLoading}
-					disabled={isDisabled}
-					onClick={handleExportClick}
-				>
-					Export
-				</Button>
-			</SelectWrapper>
-
-			<Typography>
-				Or create dashboard with this panel -
-				<NewDashboardButton
-					disabled={createDashboardLoading}
-					loading={createDashboardLoading}
-					type="link"
-					onClick={handleNewDashboard}
-				>
-					New Dashboard
-				</NewDashboardButton>
-			</Typography>
-		</Wrapper>
+				<div className={styles.newDashboard}>
+					<Typography.Text className={styles.hint}>
+						Or create a new dashboard with this panel
+					</Typography.Text>
+					<Button
+						variant="outlined"
+						color="secondary"
+						size="md"
+						prefix={<Plus size={14} />}
+						loading={createDashboardLoading}
+						disabled={createDashboardLoading}
+						onClick={createNewDashboard}
+						testId="export-panel-new-dashboard"
+					>
+						New dashboard
+					</Button>
+				</div>
+			</div>
+		</DialogWrapper>
 	);
 }

+ExportPanelContainer.defaultProps = {
+	isLoading: false,
+};
+
 export default ExportPanelContainer;
--- a/frontend/src/container/ExportPanel/index.tsx
+++ b/frontend/src/container/ExportPanel/index.tsx
@@ -1,49 +0,0 @@
-import { useCallback, useState } from 'react';
-import { Modal } from 'antd';
-import { Dashboard } from 'types/api/dashboard/getAll';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
-
-import ExportPanelContainer from './ExportPanelContainer';
-
-function ExportPanel({
-	isLoading,
-	onExport,
-	query,
-}: ExportPanelProps): JSX.Element {
-	const [isExport, setIsExport] = useState<boolean>(false);
-
-	const onModalToggle = useCallback((value: boolean) => {
-		setIsExport(value);
-	}, []);
-
-	const onCancel = (value: boolean) => (): void => {
-		onModalToggle(value);
-	};
-
-	return (
-		<Modal
-			footer={null}
-			onOk={onCancel(false)}
-			onCancel={onCancel(false)}
-			open={isExport}
-			centered
-			destroyOnClose
-		>
-			<ExportPanelContainer
-				query={query}
-				isLoading={isLoading}
-				onExport={onExport}
-			/>
-		</Modal>
-	);
-}
-
-export interface ExportPanelProps {
-	isLoading?: boolean;
-	onExport: (dashboard: Dashboard | null, isNewDashboard?: boolean) => void;
-	query: Query | null;
-}
-
-ExportPanel.defaultProps = { isLoading: false };
-
-export default ExportPanel;
--- a/frontend/src/container/ExportPanel/styles.ts
+++ b/frontend/src/container/ExportPanel/styles.ts
@@ -1,34 +0,0 @@
-import { FunctionComponent } from 'react';
-import { Button, Select, SelectProps, Space } from 'antd';
-import { Typography } from '@signozhq/ui/typography';
-import styled from 'styled-components';
-
-export const DashboardSelect: FunctionComponent<SelectProps> = styled(
-	Select,
-)<SelectProps>`
-	width: 100%;
-`;
-
-export const SelectWrapper = styled(Space)`
-	width: 100%;
-	margin-bottom: 1rem;
-
-	.ant-space-item:first-child {
-		width: 100%;
-		max-width: 20rem;
-	}
-`;
-
-export const Wrapper = styled(Space)`
-	width: 100%;
-`;
-
-export const NewDashboardButton = styled(Button)`
-	&&& {
-		padding: 0 0.125rem;
-	}
-`;
-
-export const Title = styled(Typography.Text)`
-	font-size: 1rem;
-`;
--- a/frontend/src/container/ExportPanel/utils.ts
+++ b/frontend/src/container/ExportPanel/utils.ts
@@ -1,16 +1,10 @@
 import { SelectProps } from 'antd';
-import { Dashboard } from 'types/api/dashboard/getAll';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';

-export const getSelectOptions = (data: Dashboard[]): SelectProps['options'] =>
-	data.map(({ id, data }) => ({
-		label: data.title,
+export const getSelectOptions = (
+	data: ExportDashboard[],
+): SelectProps['options'] =>
+	data.map(({ id, title }) => ({
+		label: title,
 		value: id,
 	}));
-
-export const filterOptions: SelectProps['filterOption'] = (
-	input,
-	options,
-): boolean =>
-	(options?.label?.toString() ?? '')
-		?.toLowerCase()
-		.includes(input.toLowerCase());
--- a/frontend/src/container/InfraMonitoringHostsV2/Hosts.tsx
+++ b/frontend/src/container/InfraMonitoringHostsV2/Hosts.tsx
@@ -1,17 +1,20 @@
-import { useCallback, useEffect, useRef, useState } from 'react';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import { Button, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import { listHosts } from 'api/generated/services/inframonitoring';
 import {
 	InframonitoringtypesHostRecordDTO,
 	InframonitoringtypesHostStatusDTO,
 	InframonitoringtypesResponseTypeDTO,
 	Querybuildertypesv5OrderDirectionDTO,
+	RenderErrorResponseDTO,
 } from 'api/generated/services/sigNoz.schemas';
+import { AxiosError } from 'axios';
+import APIError from 'types/api/error';
 import QuickFilters from 'components/QuickFilters/QuickFilters';
 import { QuickFiltersSource } from 'components/QuickFilters/types';
 import { InfraMonitoringEvents } from 'constants/events';
-import { FeatureKeys } from 'constants/features';
 import { initialQueriesMap } from 'constants/queryBuilder';
 import K8sBaseDetails, {
 	K8sDetailsFilters,
@@ -19,10 +22,12 @@ import K8sBaseDetails, {
 import { K8sBaseList } from 'container/InfraMonitoringK8sV2/Base/K8sBaseList';
 import StatusFilter from 'container/InfraMonitoringHostsV2/StatusFilter';
 import { K8sBaseFilters } from 'container/InfraMonitoringK8sV2/Base/types';
-import { InfraMonitoringEntity } from 'container/InfraMonitoringK8sV2/constants';
+import {
+	InfraMonitoringEntity,
+	METRIC_NAMESPACE_BY_ENTITY,
+} from 'container/InfraMonitoringK8sV2/constants';
 import { useGetCompositeQueryParam } from 'hooks/queryBuilder/useGetCompositeQueryParam';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { useAppContext } from 'providers/App/App';
 import { DataSource } from 'types/common/queryBuilder';

 import {
@@ -43,6 +48,8 @@ import { getHostsQuickFiltersConfig } from './utils';

 import styles from './InfraMonitoringHosts.module.scss';
 import { ArrowUpToLine, Filter } from '@signozhq/icons';
+import { NANO_SECOND_MULTIPLIER, useGlobalTimeStore } from 'store/globalTime';
+import OverlayScrollbar from 'components/OverlayScrollbar/OverlayScrollbar';

 function Hosts(): JSX.Element {
 	const [showFilters, setShowFilters] = useState(true);
@@ -51,6 +58,17 @@ function Hosts(): JSX.Element {
 	const { redirectWithQueryBuilderData } = useQueryBuilder();
 	const isInitialized = useRef(false);

+	const selectedTime = useGlobalTimeStore((state) => state.selectedTime);
+	const getMinMaxTime = useGlobalTimeStore((state) => state.getMinMaxTime);
+	const { startUnixMilli, endUnixMilli } = useMemo(() => {
+		const { minTime, maxTime } = getMinMaxTime();
+		return {
+			startUnixMilli: Math.floor(minTime / NANO_SECOND_MULTIPLIER),
+			endUnixMilli: Math.floor(maxTime / NANO_SECOND_MULTIPLIER),
+		};
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [selectedTime, getMinMaxTime]);
+
 	useEffect(() => {
 		if (isInitialized.current) {
 			return;
@@ -73,11 +91,6 @@ function Hosts(): JSX.Element {
 		}
 	}, [compositeQuery, redirectWithQueryBuilderData]);

-	const { featureFlags } = useAppContext();
-	const dotMetricsEnabled =
-		featureFlags?.find((flag) => flag.name === FeatureKeys.DOT_METRICS_ENABLED)
-			?.active || false;
-
 	const handleFilterVisibilityChange = (): void => {
 		setShowFilters(!showFilters);
 	};
@@ -122,13 +135,12 @@ function Hosts(): JSX.Element {
 					endTimeBeforeRetention: data.endTimeBeforeRetention,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch hosts';
 				return {
 					type: 'list' as const,
 					records: [] as InframonitoringtypesHostRecordDTO[],
 					total: 0,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -141,7 +153,7 @@ function Hosts(): JSX.Element {
 			signal?: AbortSignal,
 		): Promise<{
 			data: InframonitoringtypesHostRecordDTO | null;
-			error?: string | null;
+			error?: APIError | null;
 		}> => {
 			try {
 				const response = await listHosts(
@@ -159,11 +171,10 @@ function Hosts(): JSX.Element {
 					data: response.data.records.length > 0 ? response.data.records[0] : null,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch host';
 				return {
 					data: null,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -172,8 +183,8 @@ function Hosts(): JSX.Element {

 	const getInitialLogTracesExpression = useCallback(
 		(host: InframonitoringtypesHostRecordDTO) =>
-			hostInitialLogTracesExpression(host, dotMetricsEnabled),
-		[dotMetricsEnabled],
+			hostInitialLogTracesExpression(host),
+		[],
 	);
 	const controlListPrefix = !showFilters ? (
 		<div className={styles.quickFiltersToggleContainer}>
@@ -194,21 +205,31 @@ function Hosts(): JSX.Element {
 				<div className={styles.infraContentRow}>
 					{showFilters && (
 						<div className={styles.quickFiltersContainer}>
-							<div className={styles.quickFiltersContainerHeader}>
-								<Typography.Text>Filters</Typography.Text>
-								<Tooltip title="Collapse Filters">
-									<ArrowUpToLine
-										style={{ rotate: '270deg', cursor: 'pointer' }}
-										onClick={handleFilterVisibilityChange}
-										size="md"
+							<OverlayScrollbar>
+								<>
+									<div className={styles.quickFiltersContainerHeader}>
+										<Typography.Text>Filters</Typography.Text>
+										<Tooltip title="Collapse Filters">
+											<ArrowUpToLine
+												style={{ rotate: '270deg', cursor: 'pointer' }}
+												onClick={handleFilterVisibilityChange}
+												size="md"
+											/>
+										</Tooltip>
+									</div>
+									<QuickFilters
+										source={QuickFiltersSource.INFRA_MONITORING}
+										config={getHostsQuickFiltersConfig()}
+										handleFilterVisibilityChange={handleFilterVisibilityChange}
+										useFieldApis={{
+											metricNamespace:
+												METRIC_NAMESPACE_BY_ENTITY[InfraMonitoringEntity.HOSTS],
+											startUnixMilli,
+											endUnixMilli,
+										}}
 									/>
-								</Tooltip>
-							</div>
-							<QuickFilters
-								source={QuickFiltersSource.INFRA_MONITORING}
-								config={getHostsQuickFiltersConfig(dotMetricsEnabled)}
-								handleFilterVisibilityChange={handleFilterVisibilityChange}
-							/>
+								</>
+							</OverlayScrollbar>
 						</div>
 					)}
 					<div
@@ -225,6 +246,7 @@ function Hosts(): JSX.Element {
 							getRowKey={getHostRowKey}
 							getItemKey={getHostItemKey}
 							eventCategory={InfraMonitoringEvents.HostEntity}
+							detailsQueryKeyPrefix="hosts"
 						/>
 					</div>
 				</div>
--- a/Show More
+++ b/Show More