fix(checkbox-v2): update to improve ux

* feat(dashboards-v2): add context-link variable + URL-param building blocks

Reusable primitives for the V2 context-link editor, kept separate from the
UI wiring:

- types: VariableItem / UrlParam / VariableSource
- utils: query-string <-> key/value param parsing, cursor-aware {{variable}}
  insertion, and URL validation (http(s)://, /path, or {{var}}/)
- VariablesPopover: autocomplete that lists {{variables}} grouped by source
  and inserts the picked token at the cursor
- useContextLinkVariables: self-contained hook sourcing the offered variables
  (global timestamps, per-query groupBy fields as _<key>, dashboard variables)
  from the query-builder provider + dashboard store, no prop threading

Covered by utils + hook unit tests.

* feat(dashboards-v2): rework context-link editor into a list + modal

The section is now a list of saved links (label + URL with edit/delete),
with add/edit handled in a modal (@signozhq/ui DialogWrapper) instead of the
cramped inline rows.

The modal carries V1's full authoring UX:
- label + URL with {{variable}} autocomplete and inline validation
- a key/value URL-parameters editor synced to the URL query string
- an "open in new tab" toggle; Save is gated on a non-empty, valid URL

Saved links set renderVariables so consumers interpolate the URL at
click-time. The variables popover renders with withPortal=false so it stays
inside the modal (radix's modal disables pointer events on portalled content).

* chore: pr review fixes

* refactor(dashboards-v2): split dashboard fetch into fetch-only hook + required accessor

- useDashboardFetch (renamed from useDashboardV2) now exposes only the raw
  dashboard plus fetch lifecycle; spec derivation moves out of it.
- Add useDashboardFetchRequired: reads the active dashboardId from the store,
  reuses the shared react-query cache entry, throws when the dashboard is
  missing, and derives spec collections (variables). Also exposes refetch.
- Enforce the split with a new signoz/no-dashboard-fetch-outside-root lint rule,
  allowlisted for the two root pages and the required hook.
- Point the context-link variables hook at useDashboardFetchRequired and expand
  the VariableSource JSDoc.

* chore: fixed fmt

.github/workflows/integrationci.yaml

@@ -56,8 +56,6 @@ jobs:
           - querier_json_body
           - querier_skip_resource_fingerprint
           - ttl
-          - clickhousecluster
-          - metricreduction
         sqlstore-provider:
           - postgres
           - sqlite

docs/api/openapi.yml

@@ -2917,6 +2917,13 @@ components:
         publicDashboard:
           $ref: '#/components/schemas/DashboardtypesGettablePublicDasbhboard'
       type: object
+    DashboardtypesGettablePublicDashboardDataV2:
+      properties:
+        dashboard:
+          $ref: '#/components/schemas/DashboardtypesGettableDashboardV2'
+        publicDashboard:
+          $ref: '#/components/schemas/DashboardtypesGettablePublicDasbhboard'
+      type: object
     DashboardtypesHistogramBuckets:
       properties:
         bucketCount:
@@ -5224,6 +5231,16 @@ components:
       - offset
       - limit
       type: object
+    LlmpricingruletypesGettableUnmappedModels:
+      properties:
+        items:
+          items:
+            $ref: '#/components/schemas/LlmpricingruletypesUnmappedModel'
+          nullable: true
+          type: array
+      required:
+      - items
+      type: object
     LlmpricingruletypesLLMPricingCacheCosts:
       properties:
         mode:
@@ -5313,6 +5330,19 @@ components:
         type: string
       nullable: true
       type: array
+    LlmpricingruletypesUnmappedModel:
+      properties:
+        modelName:
+          type: string
+        provider:
+          type: string
+        spanCount:
+          minimum: 0
+          type: integer
+      required:
+      - modelName
+      - spanCount
+      type: object
     LlmpricingruletypesUpdatableLLMPricingRule:
       properties:
         enabled:
@@ -11190,6 +11220,60 @@ paths:
       summary: Get a pricing rule
       tags:
       - llmpricingrules
+  /api/v1/llm_pricing_rules/unmapped_models:
+    get:
+      deprecated: false
+      description: Returns models seen in the last hour of trace data (gen_ai.request.model)
+        that no pricing rule pattern matches, so the user can add them to an existing
+        rule or create a new one.
+      operationId: ListUnmappedLLMModels
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/LlmpricingruletypesGettableUnmappedModels'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: List unmapped models
+      tags:
+      - llmpricingrules
   /api/v1/logs/promote_paths:
     get:
       deprecated: false
@@ -17441,6 +17525,138 @@ paths:
       summary: Update my organization
       tags:
       - orgs
+  /api/v2/public/dashboards/{id}:
+    get:
+      deprecated: false
+      description: This endpoint returns the sanitized v2-shape dashboard data for
+        public access. Each panel query is reduced to a safe field subset, so filters
+        and raw query strings are not exposed.
+      operationId: GetPublicDashboardDataV2
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/DashboardtypesGettablePublicDashboardDataV2'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - anonymous:
+        - public-dashboard:read
+      summary: Get public dashboard data (v2)
+      tags:
+      - dashboard
+  /api/v2/public/dashboards/{id}/panels/{key}/query_range:
+    get:
+      deprecated: false
+      description: This endpoint returns query range results for a panel of a v2-shape
+        public dashboard. The panel is addressed by its key in spec.panels.
+      operationId: GetPublicDashboardPanelQueryRangeV2
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      - in: path
+        name: key
+        required: true
+        schema:
+          type: string
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/Querybuildertypesv5QueryRangeResponse'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - anonymous:
+        - public-dashboard:read
+      summary: Get query range result (v2)
+      tags:
+      - dashboard
   /api/v2/readyz:
     get:
       operationId: Readyz

ee/modules/dashboard/impldashboard/module.go

@@ -29,6 +29,7 @@ type module struct {
 	settings           factory.ScopedProviderSettings
 	querier            querier.Querier
 	licensing          licensing.Licensing
+	tagModule          tag.Module
 }
 
 func NewModule(store dashboardtypes.Store, settings factory.ProviderSettings, analytics analytics.Analytics, orgGetter organization.Getter, queryParser queryparser.QueryParser, querier querier.Querier, licensing licensing.Licensing, tagModule tag.Module) dashboard.Module {
@@ -41,6 +42,7 @@ func NewModule(store dashboardtypes.Store, settings factory.ProviderSettings, an
 		settings:           scopedProviderSettings,
 		querier:            querier,
 		licensing:          licensing,
+		tagModule:          tagModule,
 	}
 }
 
@@ -132,6 +134,55 @@ func (module *module) GetPublicWidgetQueryRange(ctx context.Context, id valuer.U
 	return module.querier.QueryRange(ctx, dashboard.OrgID, query)
 }
 
+func (module *module) GetDashboardByPublicIDV2(ctx context.Context, id valuer.UUID) (*dashboardtypes.DashboardV2, error) {
+	storableDashboard, err := module.store.GetDashboardByPublicID(ctx, id.StringValue())
+	if err != nil {
+		return nil, err
+	}
+
+	tags, err := module.tagModule.ListForResource(ctx, storableDashboard.OrgID, coretypes.KindDashboard, storableDashboard.ID)
+	if err != nil {
+		return nil, err
+	}
+
+	return storableDashboard.ToDashboardV2(tags)
+}
+
+func (module *module) GetPublicWidgetQueryRangeV2(ctx context.Context, id valuer.UUID, panelKey, startTimeRaw, endTimeRaw string) (*querybuildertypesv5.QueryRangeResponse, error) {
+	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
+		instrumentationtypes.CodeNamespace:    "dashboard",
+		instrumentationtypes.CodeFunctionName: "GetPublicWidgetQueryRangeV2",
+	})
+
+	storableDashboard, err := module.store.GetDashboardByPublicID(ctx, id.StringValue())
+	if err != nil {
+		return nil, err
+	}
+
+	// tags are not needed for query range.
+	dashboard, err := storableDashboard.ToDashboardV2(nil)
+	if err != nil {
+		return nil, err
+	}
+
+	publicDashboard, err := module.GetPublic(ctx, dashboard.OrgID, dashboard.ID)
+	if err != nil {
+		return nil, err
+	}
+
+	startTime, endTime, err := publicDashboard.ResolveTimeRange(startTimeRaw, endTimeRaw)
+	if err != nil {
+		return nil, err
+	}
+
+	query, err := dashboard.GetPanelQuery(startTime, endTime, panelKey)
+	if err != nil {
+		return nil, err
+	}
+
+	return module.querier.QueryRange(ctx, dashboard.OrgID, query)
+}
+
 func (module *module) UpdatePublic(ctx context.Context, orgID valuer.UUID, publicDashboard *dashboardtypes.PublicDashboard) error {
 	_, err := module.licensing.GetActive(ctx, orgID)
 	if err != nil {

frontend/.oxlintrc.json

@@ -293,6 +293,8 @@
     // Forces subpath imports (@signozhq/ui/<component>) instead of the eagerly-loaded barrel
     "signoz/no-css-module-bracket-access": "warn",
     // Prevents bracket access on CSS modules (styles['kebab-case']) which fails with camelCaseOnly config
+    "signoz/no-dashboard-fetch-outside-root": "error",
+    // Forces useDashboardFetchRequired() outside the root V2 pages (allowlisted in overrides below)
     "no-restricted-globals": [
       "error",
       {
@@ -558,6 +560,18 @@
       "rules": {
         "signoz/no-zustand-getstate-in-hooks": "off"
       }
+    },
+    {
+      // Root V2 pages own the dashboard fetch lifecycle; useDashboardFetchRequired wraps it.
+      // Everywhere else must use useDashboardFetchRequired().
+      "files": [
+        "src/pages/DashboardPageV2/DashboardPageV2.tsx",
+        "src/pages/DashboardPageV2/PanelEditorPage/PanelEditorPage.tsx",
+        "src/pages/DashboardPageV2/DashboardContainer/hooks/useDashboardFetchRequired.ts"
+      ],
+      "rules": {
+        "signoz/no-dashboard-fetch-outside-root": "off"
+      }
     }
   ]
 }

frontend/plugins/rules/no-dashboard-fetch-outside-root.mjs

@@ -0,0 +1,48 @@
+/**
+ * Rule: no-dashboard-fetch-outside-root
+ *
+ * `useDashboardFetch` owns the V2 dashboard fetch and exposes its loading/error/refetch
+ * lifecycle. That lifecycle is a root-page concern: DashboardPageV2 and PanelEditorPage
+ * gate their subtree on a resolved dashboard before mounting anything below them.
+ *
+ * Every other component therefore renders inside an already-loaded subtree and must use
+ * `useDashboardFetchRequired`, which reuses the same react-query cache entry but guarantees
+ * a non-undefined dashboard (throwing otherwise) — so consumers don't re-handle states the
+ * root page already owns.
+ *
+ * This rule flags `useDashboardFetch` imports. It is disabled via an override in
+ * .oxlintrc.json for the two root pages and for useDashboardFetchRequired.ts (which wraps it).
+ */
+
+const FETCH_HOOK = 'useDashboardFetch';
+
+export default {
+	meta: {
+		type: 'suggestion',
+		docs: {
+			description:
+				'Disallow useDashboardFetch outside the root dashboard pages; use useDashboardFetchRequired instead',
+			category: 'Dashboard V2',
+		},
+		schema: [],
+		messages: {
+			useRequired:
+				'Use useDashboardFetchRequired() instead of useDashboardFetch — the latter is reserved for the root pages (DashboardPageV2, PanelEditorPage) that own the fetch lifecycle. Components below them render inside a loaded subtree and should assume a guaranteed dashboard.',
+		},
+	},
+
+	create(context) {
+		return {
+			ImportDeclaration(node) {
+				node.specifiers.forEach((specifier) => {
+					if (
+						specifier.type === 'ImportSpecifier' &&
+						specifier.imported.name === FETCH_HOOK
+					) {
+						context.report({ node: specifier, messageId: 'useRequired' });
+					}
+				});
+			},
+		};
+	},
+};

frontend/plugins/signoz.mjs

@@ -12,6 +12,7 @@ import noRawAbsolutePath from './rules/no-raw-absolute-path.mjs';
 import noAntdComponents from './rules/no-antd-components.mjs';
 import noSignozhqUiBarrel from './rules/no-signozhq-ui-barrel.mjs';
 import noCssModuleBracketAccess from './rules/no-css-module-bracket-access.mjs';
+import noDashboardFetchOutsideRoot from './rules/no-dashboard-fetch-outside-root.mjs';
 
 export default {
 	meta: {
@@ -25,5 +26,6 @@ export default {
 		'no-antd-components': noAntdComponents,
 		'no-signozhq-ui-barrel': noSignozhqUiBarrel,
 		'no-css-module-bracket-access': noCssModuleBracketAccess,
+		'no-dashboard-fetch-outside-root': noDashboardFetchOutsideRoot,
 	},
 };

frontend/src/api/generated/services/dashboard/index.ts

@@ -38,6 +38,10 @@ import type {
 	GetPublicDashboard200,
 	GetPublicDashboardData200,
 	GetPublicDashboardDataPathParameters,
+	GetPublicDashboardDataV2200,
+	GetPublicDashboardDataV2PathParameters,
+	GetPublicDashboardPanelQueryRangeV2200,
+	GetPublicDashboardPanelQueryRangeV2PathParameters,
 	GetPublicDashboardPathParameters,
 	GetPublicDashboardWidgetQueryRange200,
 	GetPublicDashboardWidgetQueryRangePathParameters,
@@ -1799,6 +1803,217 @@ export const useLockDashboardV2 = <
 > => {
 	return useMutation(getLockDashboardV2MutationOptions(options));
 };
+/**
+ * This endpoint returns the sanitized v2-shape dashboard data for public access. Each panel query is reduced to a safe field subset, so filters and raw query strings are not exposed.
+ * @summary Get public dashboard data (v2)
+ */
+export const getPublicDashboardDataV2 = (
+	{ id }: GetPublicDashboardDataV2PathParameters,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetPublicDashboardDataV2200>({
+		url: `/api/v2/public/dashboards/${id}`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getGetPublicDashboardDataV2QueryKey = ({
+	id,
+}: GetPublicDashboardDataV2PathParameters) => {
+	return [`/api/v2/public/dashboards/${id}`] as const;
+};
+
+export const getGetPublicDashboardDataV2QueryOptions = <
+	TData = Awaited<ReturnType<typeof getPublicDashboardDataV2>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id }: GetPublicDashboardDataV2PathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getPublicDashboardDataV2>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetPublicDashboardDataV2QueryKey({ id });
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getPublicDashboardDataV2>>
+	> = ({ signal }) => getPublicDashboardDataV2({ id }, signal);
+
+	return {
+		queryKey,
+		queryFn,
+		enabled: !!id,
+		...queryOptions,
+	} as UseQueryOptions<
+		Awaited<ReturnType<typeof getPublicDashboardDataV2>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetPublicDashboardDataV2QueryResult = NonNullable<
+	Awaited<ReturnType<typeof getPublicDashboardDataV2>>
+>;
+export type GetPublicDashboardDataV2QueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get public dashboard data (v2)
+ */
+
+export function useGetPublicDashboardDataV2<
+	TData = Awaited<ReturnType<typeof getPublicDashboardDataV2>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id }: GetPublicDashboardDataV2PathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getPublicDashboardDataV2>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetPublicDashboardDataV2QueryOptions({ id }, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get public dashboard data (v2)
+ */
+export const invalidateGetPublicDashboardDataV2 = async (
+	queryClient: QueryClient,
+	{ id }: GetPublicDashboardDataV2PathParameters,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetPublicDashboardDataV2QueryKey({ id }) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * This endpoint returns query range results for a panel of a v2-shape public dashboard. The panel is addressed by its key in spec.panels.
+ * @summary Get query range result (v2)
+ */
+export const getPublicDashboardPanelQueryRangeV2 = (
+	{ id, key }: GetPublicDashboardPanelQueryRangeV2PathParameters,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetPublicDashboardPanelQueryRangeV2200>({
+		url: `/api/v2/public/dashboards/${id}/panels/${key}/query_range`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getGetPublicDashboardPanelQueryRangeV2QueryKey = ({
+	id,
+	key,
+}: GetPublicDashboardPanelQueryRangeV2PathParameters) => {
+	return [`/api/v2/public/dashboards/${id}/panels/${key}/query_range`] as const;
+};
+
+export const getGetPublicDashboardPanelQueryRangeV2QueryOptions = <
+	TData = Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id, key }: GetPublicDashboardPanelQueryRangeV2PathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ??
+		getGetPublicDashboardPanelQueryRangeV2QueryKey({ id, key });
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>
+	> = ({ signal }) => getPublicDashboardPanelQueryRangeV2({ id, key }, signal);
+
+	return {
+		queryKey,
+		queryFn,
+		enabled: !!(id && key),
+		...queryOptions,
+	} as UseQueryOptions<
+		Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetPublicDashboardPanelQueryRangeV2QueryResult = NonNullable<
+	Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>
+>;
+export type GetPublicDashboardPanelQueryRangeV2QueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get query range result (v2)
+ */
+
+export function useGetPublicDashboardPanelQueryRangeV2<
+	TData = Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id, key }: GetPublicDashboardPanelQueryRangeV2PathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getPublicDashboardPanelQueryRangeV2>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetPublicDashboardPanelQueryRangeV2QueryOptions(
+		{ id, key },
+		options,
+	);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get query range result (v2)
+ */
+export const invalidateGetPublicDashboardPanelQueryRangeV2 = async (
+	queryClient: QueryClient,
+	{ id, key }: GetPublicDashboardPanelQueryRangeV2PathParameters,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetPublicDashboardPanelQueryRangeV2QueryKey({ id, key }) },
+		options,
+	);
+
+	return queryClient;
+};
+
 /**
  * Same as ListDashboardsV2 but personalized for the calling user: each dashboard carries the caller's `pinned` state, and pinned dashboards float to the top of the requested ordering. Supports the same filter DSL, sort, order, and pagination.
  * @summary List dashboards for the current user (v2)

frontend/src/api/generated/services/llmpricingrules/index.ts

@@ -23,6 +23,7 @@ import type {
 	GetLLMPricingRulePathParameters,
 	ListLLMPricingRules200,
 	ListLLMPricingRulesParams,
+	ListUnmappedLLMModels200,
 	LlmpricingruletypesUpdatableLLMPricingRulesDTO,
 	RenderErrorResponseDTO,
 } from '../sigNoz.schemas';
@@ -393,3 +394,87 @@ export const invalidateGetLLMPricingRule = async (
 
 	return queryClient;
 };
+
+/**
+ * Returns models seen in the last hour of trace data (gen_ai.request.model) that no pricing rule pattern matches, so the user can add them to an existing rule or create a new one.
+ * @summary List unmapped models
+ */
+export const listUnmappedLLMModels = (signal?: AbortSignal) => {
+	return GeneratedAPIInstance<ListUnmappedLLMModels200>({
+		url: `/api/v1/llm_pricing_rules/unmapped_models`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getListUnmappedLLMModelsQueryKey = () => {
+	return [`/api/v1/llm_pricing_rules/unmapped_models`] as const;
+};
+
+export const getListUnmappedLLMModelsQueryOptions = <
+	TData = Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+		TError,
+		TData
+	>;
+}) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey = queryOptions?.queryKey ?? getListUnmappedLLMModelsQueryKey();
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>
+	> = ({ signal }) => listUnmappedLLMModels(signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type ListUnmappedLLMModelsQueryResult = NonNullable<
+	Awaited<ReturnType<typeof listUnmappedLLMModels>>
+>;
+export type ListUnmappedLLMModelsQueryError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary List unmapped models
+ */
+
+export function useListUnmappedLLMModels<
+	TData = Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+		TError,
+		TData
+	>;
+}): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getListUnmappedLLMModelsQueryOptions(options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary List unmapped models
+ */
+export const invalidateListUnmappedLLMModels = async (
+	queryClient: QueryClient,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getListUnmappedLLMModelsQueryKey() },
+		options,
+	);
+
+	return queryClient;
+};

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -4941,6 +4941,11 @@ export interface DashboardtypesGettablePublicDashboardDataDTO {
 	publicDashboard?: DashboardtypesGettablePublicDasbhboardDTO;
 }
 
+export interface DashboardtypesGettablePublicDashboardDataV2DTO {
+	dashboard?: DashboardtypesGettableDashboardV2DTO;
+	publicDashboard?: DashboardtypesGettablePublicDasbhboardDTO;
+}
+
 export enum DashboardtypesPatchOpDTO {
 	add = 'add',
 	remove = 'remove',
@@ -6818,6 +6823,29 @@ export interface LlmpricingruletypesGettablePricingRulesDTO {
 	total: number;
 }
 
+export interface LlmpricingruletypesUnmappedModelDTO {
+	/**
+	 * @type string
+	 */
+	modelName: string;
+	/**
+	 * @type string
+	 */
+	provider?: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	spanCount: number;
+}
+
+export interface LlmpricingruletypesGettableUnmappedModelsDTO {
+	/**
+	 * @type array,null
+	 */
+	items: LlmpricingruletypesUnmappedModelDTO[] | null;
+}
+
 export interface LlmpricingruletypesUpdatableLLMPricingRuleDTO {
 	/**
 	 * @type boolean
@@ -10168,6 +10196,14 @@ export type GetLLMPricingRule200 = {
 	status: string;
 };
 
+export type ListUnmappedLLMModels200 = {
+	data: LlmpricingruletypesGettableUnmappedModelsDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type ListPromotedAndIndexedPaths200 = {
 	/**
 	 * @type array,null
@@ -11161,6 +11197,29 @@ export type GetMyOrganization200 = {
 	status: string;
 };
 
+export type GetPublicDashboardDataV2PathParameters = {
+	id: string;
+};
+export type GetPublicDashboardDataV2200 = {
+	data: DashboardtypesGettablePublicDashboardDataV2DTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type GetPublicDashboardPanelQueryRangeV2PathParameters = {
+	id: string;
+	key: string;
+};
+export type GetPublicDashboardPanelQueryRangeV2200 = {
+	data: Querybuildertypesv5QueryRangeResponseDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type Readyz200 = {
 	data: FactoryResponseDTO;
 	/**

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts

@@ -11,6 +11,7 @@ import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
 import { v4 as uuid } from 'uuid';
 
 import { isKeyMatch } from './utils';
+import { CheckedState } from '../../types';
 
 export const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
 export const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
@@ -148,6 +149,7 @@ export function applyCheckboxToggle({
 	value,
 	checked,
 	isOnlyOrAllClicked,
+	previousState,
 }: {
 	currentQuery: Query;
 	activeQueryIndex: number;
@@ -157,6 +159,7 @@ export function applyCheckboxToggle({
 	value: string;
 	checked: boolean;
 	isOnlyOrAllClicked: boolean;
+	previousState?: CheckedState;
 }): Query {
 	const activeItems =
 		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
@@ -216,49 +219,56 @@ export function applyCheckboxToggle({
 			);
 			if (currentFilter) {
 				const runningOperator = currentFilter?.op;
-				switch (runningOperator) {
-					case 'in':
-						if (checked) {
-							// if it's an IN operator then if we are checking another value it get's added to the
-							// filter clause. example -  key IN [value1, currentSelectedValue]
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// if the current state wasn't an array we make it one and add our value
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} 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)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
 
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
+				// Indeterminate items follow existing operator (IN or NOT IN)
+				// No filter for key defaults to IN (handled in else branch below)
+				if (previousState === 'indeterminate') {
+					if (isArray(currentFilter.value)) {
+						const newFilter = {
+							...currentFilter,
+							value: [...currentFilter.value, value],
+						};
+						query.filters.items = query.filters.items.map((item) => {
+							if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+								return newFilter;
+							}
+							return item;
+						});
+					} else {
+						const newFilter = {
+							...currentFilter,
+							value: [currentFilter.value as string, value],
+						};
+						query.filters.items = query.filters.items.map((item) => {
+							if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+								return newFilter;
+							}
+							return item;
+						});
+					}
+				} else {
+					switch (runningOperator) {
+						case 'in':
+							if (checked) {
+								// if it's an IN operator then if we are checking another value it get's added to the
+								// filter clause. example -  key IN [value1, currentSelectedValue]
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
 								} else {
+									// if the current state wasn't an array we make it one and add our value
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
 									query.filters.items = query.filters.items.map((item) => {
 										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
 											return newFilter;
@@ -266,133 +276,187 @@ export function applyCheckboxToggle({
 										return item;
 									});
 								}
-							} else {
-								// if not an array remove the whole thing altogether!
-								query.filters.items = query.filters.items.filter(
-									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-								);
-							}
-						}
-						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.
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// in case of not an array make it one!
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (checked) {
-							// opposite of above!
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
-									if (query.filter?.expression) {
-										query.filter.expression = removeKeysFromExpression(
-											query.filter.expression,
-											[filter.attributeKey.key],
+							} 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)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
 										);
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
 									}
 								} else {
-									query.filters.items = query.filters.items.map((item) => {
-										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-											return newFilter;
-										}
-										return item;
-									});
+									// if not an array remove the whole thing altogether!
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
 								}
-							} else {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value === value ? null : currentFilter.value,
+							}
+							break;
+						case 'nin':
+						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,
 								};
-								if (newFilter.value === null && query.filter?.expression) {
+								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,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								} else {
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								}
+							} 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,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+										);
+										if (query.filter?.expression) {
+											query.filter.expression = removeKeysFromExpression(
+												query.filter.expression,
+												[filter.attributeKey.key],
+											);
+										}
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
+									}
+								} else {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value === value ? null : currentFilter.value,
+									};
+									if (newFilter.value === null && query.filter?.expression) {
+										query.filter.expression = removeKeysFromExpression(
+											query.filter.expression,
+											[filter.attributeKey.key],
+										);
+									}
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
+								}
+							}
+							break;
+						}
+						case '=':
+							if (checked) {
+								const newFilter = {
+									...currentFilter,
+									op: getOperatorValue(OPERATORS.IN),
+									value: [currentFilter.value as string, value],
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+							} else if (!checked) {
 								query.filters.items = query.filters.items.filter(
 									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
 								);
 							}
-						}
-						break;
-					case '=':
-						if (checked) {
-							const newFilter = {
-								...currentFilter,
-								op: getOperatorValue(OPERATORS.IN),
-								value: [currentFilter.value as string, value],
-							};
-							query.filters.items = query.filters.items.map((item) => {
-								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-									return newFilter;
-								}
-								return item;
-							});
-						} else if (!checked) {
-							query.filters.items = query.filters.items.filter(
-								(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-							);
-						}
-						break;
-					case '!=':
-						if (!checked) {
-							const newFilter = {
-								...currentFilter,
-								op: getNotInOperator(source),
-								value: [currentFilter.value as string, value],
-							};
-							query.filters.items = query.filters.items.map((item) => {
-								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-									return newFilter;
-								}
-								return item;
-							});
-						} else if (checked) {
-							query.filters.items = query.filters.items.filter(
-								(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-							);
-						}
-						break;
-					default:
-						break;
+							break;
+						case '!=':
+							if (!checked) {
+								const newFilter = {
+									...currentFilter,
+									op: getNotInOperator(source),
+									value: [currentFilter.value as string, value],
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+							} else if (checked) {
+								query.filters.items = query.filters.items.filter(
+									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+								);
+							}
+							break;
+						default:
+							break;
+					}
 				}
 			}
 		} else {
 			// case  - when there is no filter for the current key that means all are selected right now.
+			// Indeterminate items use IN (select), others use NOT IN (exclude)
 			const newFilterItem: TagFilterItem = {
 				id: uuid(),
-				op: getNotInOperator(source),
+				op:
+					previousState === 'indeterminate'
+						? getOperatorValue(OPERATORS.IN)
+						: getNotInOperator(source),
 				key: filter.attributeKey,
 				value,
 			};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts

@@ -10,6 +10,7 @@ import {
 	applyCheckboxToggle,
 	clearFilterFromQuery,
 } from './checkboxFilterQuery';
+import { CheckedState } from '../../types';
 
 interface UseCheckboxFilterActionsProps {
 	filter: IQuickFiltersConfig;
@@ -24,6 +25,7 @@ interface UseCheckboxFilterActionsReturn {
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
 	) => void;
 	onClear: () => void;
 }
@@ -53,6 +55,7 @@ function useCheckboxFilterActions({
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
 	): void => {
 		dispatch(
 			applyCheckboxToggle({
@@ -64,6 +67,7 @@ function useCheckboxFilterActions({
 				value,
 				checked,
 				isOnlyOrAllClicked,
+				previousState,
 			}),
 		);
 	};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/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();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.interactions.test.tsx

@@ -0,0 +1,525 @@
+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');
+			expect(screen.getByTestId('badge-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();
+		});
+	});
+
+	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 IN filter when toggling indeterminate (related) item with no existing filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with no filter, toggle indeterminate A → should create IN
+			renderWithFilter(onFilterChange);
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'indeterminate');
+
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('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 indeterminate (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 indeterminate (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');
+			expect(rowA).toHaveAttribute('data-state', 'indeterminate');
+
+			// Toggle A (indeterminate -> 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']);
+		});
+	});
+
+	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();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.itemRules.test.tsx

@@ -0,0 +1,485 @@
+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');
+
+			expect(screen.queryByTestId('badge-related')).not.toBeInTheDocument();
+			expect(screen.queryByTestId('badge-other')).not.toBeInTheDocument();
+		});
+	});
+
+	describe('with existing query (related values)', () => {
+		it('shows "Related" badge with indeterminate state for values in relatedValues', 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();
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+			expect(productionRow).toHaveAttribute('data-state', 'indeterminate');
+
+			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)', 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" badge with indeterminate when hasFilterForThisKey=true and isInRelatedValues=true (Rule 5)', 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,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'indeterminate');
+			expect(within(stagingRow).getByTestId('badge-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 "Not in" badge with unchecked state 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(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+	});
+
+	describe('ordering by orderIndex', () => {
+		it('orders selected values (orderIndex 0) before related (orderIndex 1) before other (orderIndex 2)', 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 orderIndex', 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();
+
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'indeterminate');
+			expect(within(relatedRow).getByTestId('badge-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).getByTestId('badge-not_in')).toBeInTheDocument();
+
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'indeterminate');
+			expect(within(relatedRow).getByTestId('badge-related')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.module.scss

@@ -0,0 +1,91 @@
+.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;
+	gap: var(--spacing-4);
+}
+
+.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;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/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);
+		});
+	});
+});

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',
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.tsx

@@ -0,0 +1,226 @@
+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 { CheckboxFilterV2ValueRow } from './CheckboxFilterV2ValueRow';
+import { useSectionedValues } from './useSectionedValues';
+
+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 { sectionedItems, totalCount } = useSectionedValues({
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		searchText,
+		visibleItemsCount,
+	});
+
+	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}>
+							{sectionedItems.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)
+										}
+										onOnlyOrAllClick={(): void => onChange(value, isChecked, true)}
+									/>
+								);
+							})}
+						</section>
+					)}
+
+					{totalCount === 0 && hasLoadedOnce.current && (
+						<section className={styles.noData} data-testid="checkbox-filter-empty">
+							<Typography.Text>No values found</Typography.Text>
+						</section>
+					)}
+
+					{visibleItemsCount < totalCount && (
+						<section className={styles.showMore}>
+							<Typography.Text
+								className={styles.showMoreText}
+								onClick={onShowMore}
+								data-testid="checkbox-filter-show-more"
+							>
+								Show More...
+							</Typography.Text>
+						</section>
+					)}
+				</>
+			)}
+		</div>
+	);
+}

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;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/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();
+		});
+	});
+});

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>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.module.scss

@@ -0,0 +1,166 @@
+.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 {
+	display: inline-flex;
+	align-items: center;
+	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);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.test.tsx

@@ -0,0 +1,318 @@
+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');
+		});
+
+		it('sets data-state="indeterminate" for indeterminate state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="indeterminate" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'indeterminate');
+		});
+	});
+
+	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('indeterminate + related badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					checkedState="indeterminate"
+					badge={{ key: 'related', label: 'Related', color: 'robin' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+		});
+
+		it('disabled + badge still shows badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+		});
+	});
+});

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>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.test.ts

@@ -0,0 +1,138 @@
+import { deriveItemConfig, ItemContext } from './itemRules';
+
+describe('itemRules', () => {
+	describe('deriveItemConfig', () => {
+		it('no query at all → orderIndex 0, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + IN operator → orderIndex 0, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + NOT IN operator → orderIndex 0, not_in badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: false,
+				isNotInOperator: true,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toStrictEqual({
+				key: 'not_in',
+				label: 'Not in',
+				color: 'warning',
+			});
+		});
+
+		it('has query, no filter for this key, in related → orderIndex 1, related badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(1);
+			expect(result.badge).toStrictEqual({
+				key: 'related',
+				label: 'Related',
+				color: 'robin',
+			});
+		});
+
+		it('has query, has filter for this key, in related → orderIndex 1, related badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(1);
+			expect(result.badge).toStrictEqual({
+				key: 'related',
+				label: 'Related',
+				color: 'robin',
+			});
+		});
+
+		it('has query, not in related → orderIndex 2, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(2);
+			expect(result.badge).toBeNull();
+		});
+
+		it('has query + filter for key, not selected, not in related → orderIndex 2, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(2);
+			expect(result.badge).toBeNull();
+		});
+
+		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.orderIndex).toBe(0);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.ts

@@ -0,0 +1,109 @@
+import { CheckedState } from '../../../types';
+
+export interface BadgeConfig {
+	key: string;
+	label: string;
+	color: 'robin' | 'warning' | 'secondary';
+}
+
+export interface ItemConfig {
+	orderIndex: number;
+	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[] = [
+	{
+		condition: (ctx): boolean =>
+			!ctx.hasExistingQuery && !ctx.hasFilterForThisKey,
+		config: { orderIndex: 0, badge: null, checkedState: 'checked' },
+	},
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && ctx.isNotInOperator,
+		config: {
+			orderIndex: 0,
+			badge: { key: 'not_in', label: 'Not in', color: 'warning' },
+			checkedState: 'unchecked',
+		},
+	},
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && !ctx.isNotInOperator,
+		config: { orderIndex: 0, badge: null, checkedState: 'checked' },
+	},
+	{
+		condition: (ctx): boolean =>
+			ctx.hasExistingQuery && !ctx.hasFilterForThisKey && ctx.isInRelatedValues,
+		config: {
+			orderIndex: 1,
+			badge: { key: 'related', label: 'Related', color: 'robin' },
+			checkedState: 'indeterminate',
+		},
+	},
+	{
+		condition: (ctx): boolean =>
+			ctx.hasExistingQuery && ctx.hasFilterForThisKey && ctx.isInRelatedValues,
+		config: {
+			orderIndex: 1,
+			badge: { key: 'related', label: 'Related', color: 'robin' },
+			checkedState: 'indeterminate',
+		},
+	},
+	{
+		condition: (ctx): boolean => ctx.hasExistingQuery,
+		config: {
+			orderIndex: 2,
+			badge: null,
+			checkedState: 'unchecked',
+		},
+	},
+];
+
+// Fallback when no rule matches
+const DEFAULT_CONFIG: ItemConfig = {
+	orderIndex: 0,
+	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 };
+	});
+}

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 };
+}

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 };
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.test.ts

@@ -0,0 +1,115 @@
+import { renderHook } from '@testing-library/react';
+
+import { useSectionedValues } from './useSectionedValues';
+
+describe('useSectionedValues', () => {
+	const baseInput = {
+		relatedValues: ['val1', 'val2'],
+		allValues: ['val1', 'val2', 'val3'],
+		currentFilterState: {},
+		isSomeFilterPresentForCurrentAttribute: false,
+		isNotInOperator: false,
+		hasExistingQuery: false,
+		searchText: '',
+		visibleItemsCount: 10,
+	};
+
+	it('no query at all → all items orderIndex 0, no badges', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		expect(result.current.sectionedItems).toHaveLength(3);
+		result.current.sectionedItems.forEach((item) => {
+			expect(item.orderIndex).toBe(0);
+			expect(item.badge).toBeNull();
+		});
+	});
+
+	it('has query, no filter for key → related values get related badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		const relatedItems = result.current.sectionedItems.filter(
+			(item) => item.value === 'val1' || item.value === 'val2',
+		);
+		const otherItems = result.current.sectionedItems.filter(
+			(item) => item.value === 'val3',
+		);
+
+		// Related values should have related badge
+		relatedItems.forEach((item) => {
+			expect(item.orderIndex).toBe(1);
+			expect(item.badge?.key).toBe('related');
+		});
+
+		// Other values should have no badge
+		otherItems.forEach((item) => {
+			expect(item.orderIndex).toBe(2);
+			expect(item.badge).toBeNull();
+		});
+	});
+
+	it('has query + filter for key, selected value → selected at top, no badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				currentFilterState: { val1: true, val2: false, val3: false },
+			}),
+		);
+
+		const selectedItem = result.current.sectionedItems.find(
+			(item) => item.value === 'val1',
+		);
+
+		expect(selectedItem?.orderIndex).toBe(0);
+		expect(selectedItem?.badge).toBeNull();
+	});
+
+	it('has query + filter for key, NOT IN operator → not_in values get badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				isNotInOperator: true,
+				currentFilterState: { val1: false, val2: true, val3: true },
+			}),
+		);
+
+		// val1 is unchecked + NOT IN = excluded
+		const excludedItem = result.current.sectionedItems.find(
+			(item) => item.value === 'val1',
+		);
+
+		expect(excludedItem?.orderIndex).toBe(0);
+		expect(excludedItem?.badge?.key).toBe('not_in');
+	});
+
+	it('items with same orderIndex sorted alphabetically', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				relatedValues: ['zebra', 'apple', 'mango'],
+				allValues: ['zebra', 'apple', 'mango'],
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		// All items have orderIndex 0, should be sorted alphabetically
+		const values = result.current.sectionedItems.map((item) => item.value);
+		expect(values).toStrictEqual(['apple', 'mango', 'zebra']);
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.ts

@@ -0,0 +1,97 @@
+import { useMemo } from 'react';
+
+import { BadgeConfig, deriveItems } from './itemRules';
+import { CheckedState } from '../../../types';
+
+interface SectionedValuesInput {
+	relatedValues: string[];
+	allValues: string[];
+	currentFilterState: Record<string, boolean>;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	searchText: string;
+	visibleItemsCount: number;
+}
+
+export interface SectionedItem {
+	value: string;
+	orderIndex: number;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+interface SectionedValuesOutput {
+	sectionedItems: SectionedItem[];
+	totalCount: number;
+}
+
+export function useSectionedValues({
+	relatedValues,
+	allValues,
+	currentFilterState,
+	isSomeFilterPresentForCurrentAttribute,
+	isNotInOperator,
+	hasExistingQuery,
+	searchText,
+	visibleItemsCount,
+}: SectionedValuesInput): SectionedValuesOutput {
+	const items = useMemo(() => {
+		const allUniqueValues = Array.from(new Set([...relatedValues, ...allValues]));
+
+		// When searching, only use allValues (API filtered)
+		const valuesToProcess = searchText ? allValues : allUniqueValues;
+
+		// Build selected set based on operator
+		// Only populate when filter exists for this key
+		const selectedSet = new Set<string>();
+		if (isSomeFilterPresentForCurrentAttribute) {
+			for (const [val, isChecked] of Object.entries(currentFilterState)) {
+				if (isNotInOperator) {
+					// NOT IN: unchecked = explicitly excluded
+					if (!isChecked) {
+						selectedSet.add(val);
+					}
+				} else {
+					// IN: checked = explicitly selected
+					if (isChecked) {
+						selectedSet.add(val);
+					}
+				}
+			}
+		}
+
+		// Always include selected values at top - they may not be in API response
+		// (e.g., NOT IN filter excludes them from results)
+		const finalValues = [
+			...new Set([...Array.from(selectedSet), ...valuesToProcess]),
+		];
+
+		const relatedSet = new Set(relatedValues);
+
+		const derived = deriveItems(finalValues, relatedSet, selectedSet, {
+			isNotInOperator,
+			hasExistingQuery,
+			hasFilterForThisKey: isSomeFilterPresentForCurrentAttribute,
+		});
+
+		return derived.sort(
+			(a, b) => a.orderIndex - b.orderIndex || a.value.localeCompare(b.value),
+		);
+	}, [
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		searchText,
+	]);
+
+	const sectionedItems = useMemo(
+		() => items.slice(0, visibleItemsCount),
+		[items, visibleItemsCount],
+	);
+
+	return { sectionedItems, totalCount: items.length };
+}

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,
 };

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;
+};

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;

frontend/src/container/DashboardContainer/visualization/components/ChartManager/ChartManager.tsx

@@ -3,7 +3,6 @@ import { Input } from '@signozhq/ui/input';
 import { Button } from 'antd';
 import { PrecisionOption, PrecisionOptionsEnum } from 'components/Graph/types';
 import { ResizeTable } from 'components/ResizeTable';
-import { useNotifications } from 'hooks/useNotifications';
 import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
 import { usePlotContext } from 'lib/uPlotV2/context/PlotContext';
 import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
@@ -11,6 +10,7 @@ import {
 	selectIsDashboardLocked,
 	useDashboardStore,
 } from 'providers/Dashboard/store/useDashboardStore';
+import { toast } from '@signozhq/ui/sonner';
 
 import { getChartManagerColumns } from './getChartMangerColumns';
 import { ExtendedChartDataset, getDefaultTableDataSet } from './utils';
@@ -44,7 +44,6 @@ export default function ChartManager({
 	decimalPrecision = PrecisionOptionsEnum.TWO,
 	onCancel,
 }: ChartManagerProps): JSX.Element {
-	const { notifications } = useNotifications();
 	const { legendItemsMap } = useLegendsSync({
 		config,
 		subscribeToFocusChange: false,
@@ -136,11 +135,9 @@ export default function ChartManager({
 
 	const handleSave = useCallback((): void => {
 		syncSeriesVisibilityToLocalStorage();
-		notifications.success({
-			message: 'The updated graphs & legends are saved',
-		});
+		toast.success('The updated graphs & legends are saved');
 		onCancel?.();
-	}, [syncSeriesVisibilityToLocalStorage, notifications, onCancel]);
+	}, [syncSeriesVisibilityToLocalStorage, onCancel]);
 
 	return (
 		<div className="chart-manager-container">

frontend/src/container/DashboardContainer/visualization/components/ChartManager/__tests__/ChartManager.test.tsx

@@ -5,7 +5,7 @@ import { render, screen } from 'tests/test-utils';
 import ChartManager from '../ChartManager';
 
 const mockSyncSeriesVisibilityToLocalStorage = jest.fn();
-const mockNotificationsSuccess = jest.fn();
+const mockToastSuccess = jest.fn();
 
 jest.mock('lib/uPlotV2/context/PlotContext', () => ({
 	usePlotContext: (): {
@@ -46,12 +46,11 @@ jest.mock('providers/Dashboard/store/useDashboardStore', () => ({
 	}): boolean => s.dashboardData?.locked ?? false,
 }));
 
-jest.mock('hooks/useNotifications', () => ({
-	useNotifications: (): { notifications: { success: jest.Mock } } => ({
-		notifications: {
-			success: mockNotificationsSuccess,
-		},
-	}),
+jest.mock('@signozhq/ui/sonner', () => ({
+	...jest.requireActual('@signozhq/ui/sonner'),
+	toast: {
+		success: (...args: unknown[]): unknown => mockToastSuccess(...args),
+	},
 }));
 
 jest.mock('components/ResizeTable', () => {
@@ -160,7 +159,7 @@ describe('ChartManager', () => {
 		expect(screen.queryByTestId('row-2')).not.toBeInTheDocument();
 	});
 
-	it('calls syncSeriesVisibilityToLocalStorage, notifications.success, and onCancel when Save is clicked', async () => {
+	it('calls syncSeriesVisibilityToLocalStorage, toast.success, and onCancel when Save is clicked', async () => {
 		render(
 			<ChartManager
 				config={createMockConfig() as UPlotConfigBuilder}
@@ -172,9 +171,9 @@ describe('ChartManager', () => {
 		await userEvent.click(screen.getByRole('button', { name: /Save/ }));
 
 		expect(mockSyncSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
-		expect(mockNotificationsSuccess).toHaveBeenCalledWith({
-			message: 'The updated graphs & legends are saved',
-		});
+		expect(mockToastSuccess).toHaveBeenCalledWith(
+			'The updated graphs & legends are saved',
+		);
 		expect(mockOnCancel).toHaveBeenCalledTimes(1);
 	});
 });

frontend/src/container/DashboardContainer/visualization/layout/ChartLayout/ChartLayout.styles.scss

@@ -5,6 +5,14 @@
 	height: 100%;
 	flex-direction: column;
 
+	// Stacked children (the FullView / standalone graph-manager) sit below the chart
+	// in the same container; size the chart region to its content so they aren't
+	// pushed out. Only this case opts out of filling the height — the dashboard grid,
+	// alert preview, and other charts keep 100% so they fill their container.
+	&--with-layout-children {
+		height: auto;
+	}
+
 	&--legend-right {
 		flex-direction: row;
 	}

frontend/src/container/DashboardContainer/visualization/layout/ChartLayout/ChartLayout.tsx

@@ -63,6 +63,7 @@ export default function ChartLayout({
 				className={cx('chart-layout', {
 					'chart-layout--legend-right':
 						legendConfig.position === LegendPosition.RIGHT,
+					'chart-layout--with-layout-children': !!layoutChildren,
 				})}
 			>
 				<div className="chart-layout__content">

frontend/src/container/InfraMonitoringHosts/Hosts.tsx

@@ -1,4 +1,4 @@
-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 logEvent from 'api/common/logEvent';
@@ -9,7 +9,10 @@ import { FeatureKeys } from 'constants/features';
 import K8sBaseDetails from 'container/InfraMonitoringK8s/Base/K8sBaseDetails';
 import { K8sBaseList } from 'container/InfraMonitoringK8s/Base/K8sBaseList';
 import { K8sBaseFilters } from 'container/InfraMonitoringK8s/Base/types';
-import { InfraMonitoringEntity } from 'container/InfraMonitoringK8s/constants';
+import {
+	InfraMonitoringEntity,
+	METRIC_NAMESPACE_BY_ENTITY,
+} from 'container/InfraMonitoringK8s/constants';
 import {
 	useInfraMonitoringFiltersK8s,
 	useInfraMonitoringPageListing,
@@ -17,6 +20,8 @@ import {
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
 import { useAppContext } from 'providers/App/App';
+import { useGlobalTimeStore } from 'store/globalTime';
+import { NANO_SECOND_MULTIPLIER } from 'store/globalTime/utils';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
 import {
@@ -57,6 +62,17 @@ function Hosts(): JSX.Element {
 		entityVersion: '',
 	});
 
+	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]);
+
 	// Track previous urlFilters to only sync when the value actually changes
 	// (not when handleChangeQueryData changes due to query updates)
 	const prevUrlFiltersRef = useRef<string | null>(null);
@@ -155,6 +171,12 @@ function Hosts(): JSX.Element {
 								config={getHostsQuickFiltersConfig(dotMetricsEnabled)}
 								handleFilterVisibilityChange={handleFilterVisibilityChange}
 								onFilterChange={handleQuickFiltersChange}
+								useFieldApis={{
+									metricNamespace:
+										METRIC_NAMESPACE_BY_ENTITY[InfraMonitoringEntity.HOSTS],
+									startUnixMilli,
+									endUnixMilli,
+								}}
 							/>
 						</div>
 					)}

frontend/src/container/InfraMonitoringK8s/InfraMonitoringK8s.module.scss

@@ -66,20 +66,6 @@
 		background: colox-mix(var(--accent-primary), var(--bg-vanilla-100), 20%);
 	}
 
-	:global(.ant-collapse-header) {
-		border-bottom: 1px solid var(--l1-border);
-		padding: 12px 8px;
-	}
-
-	:global(.ant-collapse-content-box) {
-		padding: 0 !important;
-		padding-block: 0 !important;
-
-		:global(.quick-filters .checkbox-filter) {
-			padding-left: 18px;
-		}
-	}
-
 	:global(.quick-filters) {
 		overflow-y: auto;
 		overflow-x: hidden;
@@ -111,22 +97,6 @@
 	justify-content: space-between;
 }
 
-.quickFiltersCategoryLabel {
-	display: flex;
-	align-items: center;
-	gap: 4px;
-}
-
-.quickFiltersCategoryLabelIcon {
-	margin-right: 8px;
-}
-
-.quickFiltersCategoryLabelContainer {
-	display: flex;
-	align-items: center;
-	gap: 4px;
-}
-
 .listContainer {
 	flex: 1;
 	min-width: 0;
@@ -160,3 +130,106 @@
 .listContainerFiltersVisible {
 	max-width: calc(100% - 280px);
 }
+
+.categorySelectorSection {
+	padding: var(--spacing-4);
+}
+
+.sectionHeader {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-4);
+	margin-bottom: var(--spacing-4);
+
+	&[data-type='filter'] {
+		padding: 0 var(--spacing-4);
+	}
+}
+
+.sectionLabel {
+	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;
+}
+
+.sectionLine {
+	flex: 1;
+	height: 1px;
+	background: var(--l1-border);
+}
+
+.categoryCard {
+	background: var(--l2-background);
+	border: 1px solid var(--l2-border);
+	border-radius: var(--spacing-3);
+	padding: var(--spacing-2);
+}
+
+.categoryList {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-1);
+}
+
+.categoryItem {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-5);
+	padding: var(--spacing-3) var(--spacing-4);
+	border: none;
+	border-radius: var(--spacing-2);
+	background: transparent;
+	cursor: pointer;
+	width: 100%;
+	text-align: left;
+	transition:
+		background-color 0.2s ease,
+		color 0.2s ease;
+	color: var(--l2-foreground);
+	font-size: var(--periscope-font-size-base);
+	--typography-color: var(--l1-foreground);
+
+	&:hover:not(.categoryItemSelected) {
+		background: var(--l2-background-hover);
+	}
+
+	svg {
+		color: var(--l3-foreground);
+		flex-shrink: 0;
+		transition: color 0.2s ease;
+	}
+
+	&.categoryItemSelected {
+		background: var(--accent-primary);
+		color: var(--l1-background);
+		font-weight: 600;
+
+		&:hover {
+			background: var(--accent-primary-hover, var(--accent-primary));
+		}
+
+		svg {
+			color: var(--l1-foreground);
+		}
+	}
+}
+
+.quickFiltersSection {
+	flex: 1;
+	overflow-y: auto;
+
+	&::-webkit-scrollbar {
+		width: 0.1rem;
+	}
+
+	&::-webkit-scrollbar-track {
+		background: transparent;
+	}
+
+	&::-webkit-scrollbar-thumb {
+		background: var(--accent-primary);
+	}
+}

frontend/src/container/InfraMonitoringK8s/InfraMonitoringK8s.tsx

@@ -1,11 +1,13 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import * as Sentry from '@sentry/react';
-import { Button, CollapseProps } from 'antd';
-import { Collapse, Tooltip } from 'antd';
+import { Button, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
 import QuickFilters from 'components/QuickFilters/QuickFilters';
-import { QuickFiltersSource } from 'components/QuickFilters/types';
+import {
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from 'components/QuickFilters/types';
 import { InfraMonitoringEvents } from 'constants/events';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
@@ -23,6 +25,8 @@ import {
 	Workflow,
 } from '@signozhq/icons';
 import ErrorBoundaryFallback from 'pages/ErrorBoundaryFallback/ErrorBoundaryFallback';
+import { useGlobalTimeStore } from 'store/globalTime';
+import { NANO_SECOND_MULTIPLIER } from 'store/globalTime/utils';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
 import { FeatureKeys } from '../../constants/features';
@@ -38,7 +42,9 @@ import {
 	GetPodsQuickFiltersConfig,
 	GetStatefulsetsQuickFiltersConfig,
 	GetVolumesQuickFiltersConfig,
+	InfraMonitoringEntity,
 	K8sCategories,
+	METRIC_NAMESPACE_BY_ENTITY,
 } from './constants';
 import K8sDaemonSetsList from './DaemonSets/K8sDaemonSetsList';
 import K8sDeploymentsList from './Deployments/K8sDeploymentsList';
@@ -98,6 +104,26 @@ export default function InfraMonitoringK8s(): JSX.Element {
 		featureFlags?.find((flag) => flag.name === FeatureKeys.DOT_METRICS_ENABLED)
 			?.active || 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]);
+
+	const getUseFieldApis = useCallback(
+		(entity: InfraMonitoringEntity): QuickFilterCheckboxUseFieldApis => ({
+			metricNamespace: METRIC_NAMESPACE_BY_ENTITY[entity],
+			startUnixMilli,
+			endUnixMilli,
+		}),
+		[startUnixMilli, endUnixMilli],
+	);
+
 	const handleFilterChange = (query: Query): void => {
 		// update the current query with the new filters
 		// in infra monitoring k8s, we are using only one query, hence updating the 0th index of queryData
@@ -113,192 +139,79 @@ export default function InfraMonitoringK8s(): JSX.Element {
 		});
 	};
 
-	const renderCategoryLabel = (
-		icon: JSX.Element,
-		label: string,
-	): JSX.Element => (
-		<div className={styles.quickFiltersCategoryLabel}>
-			<div className={styles.quickFiltersCategoryLabelContainer}>
-				{icon}
-				<Typography.Text>{label}</Typography.Text>
-			</div>
-		</div>
+	const categories = useMemo(
+		() => [
+			{
+				key: K8sCategories.PODS,
+				label: 'Pods',
+				icon: <Container size={14} />,
+				config: GetPodsQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.NODES,
+				label: 'Nodes',
+				icon: <Workflow size={14} />,
+				config: GetNodesQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.NAMESPACES,
+				label: 'Namespaces',
+				icon: <FilePenLine size={14} />,
+				config: GetNamespaceQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.CLUSTERS,
+				label: 'Clusters',
+				icon: <Boxes size={14} />,
+				config: GetClustersQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.DEPLOYMENTS,
+				label: 'Deployments',
+				icon: <Computer size={14} />,
+				config: GetDeploymentsQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.JOBS,
+				label: 'Jobs',
+				icon: <Bolt size={14} />,
+				config: GetJobsQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.DAEMONSETS,
+				label: 'DaemonSets',
+				icon: <Group size={14} />,
+				config: GetDaemonsetsQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.STATEFULSETS,
+				label: 'StatefulSets',
+				icon: <ArrowUpDown size={14} />,
+				config: GetStatefulsetsQuickFiltersConfig(dotMetricsEnabled),
+			},
+			{
+				key: K8sCategories.VOLUMES,
+				label: 'Volumes',
+				icon: <HardDrive size={14} />,
+				config: GetVolumesQuickFiltersConfig(dotMetricsEnabled),
+			},
+		],
+		[dotMetricsEnabled],
 	);
 
-	const items: CollapseProps['items'] = [
-		{
-			label: renderCategoryLabel(
-				<Container size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Pods',
-			),
-			key: K8sCategories.PODS,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetPodsQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<Workflow size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Nodes',
-			),
-			key: K8sCategories.NODES,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetNodesQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<FilePenLine size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Namespaces',
-			),
-			key: K8sCategories.NAMESPACES,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetNamespaceQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<Boxes size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Clusters',
-			),
-			key: K8sCategories.CLUSTERS,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetClustersQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<Computer size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Deployments',
-			),
-			key: K8sCategories.DEPLOYMENTS,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetDeploymentsQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<Bolt size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Jobs',
-			),
-			key: K8sCategories.JOBS,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetJobsQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<Group size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'DaemonSets',
-			),
-			key: K8sCategories.DAEMONSETS,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetDaemonsetsQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<ArrowUpDown size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'StatefulSets',
-			),
-			key: K8sCategories.STATEFULSETS,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetStatefulsetsQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		{
-			label: renderCategoryLabel(
-				<HardDrive size={14} className={styles.quickFiltersCategoryLabelIcon} />,
-				'Volumes',
-			),
-			key: K8sCategories.VOLUMES,
-			showArrow: false,
-			children: (
-				<QuickFilters
-					source={QuickFiltersSource.INFRA_MONITORING}
-					config={GetVolumesQuickFiltersConfig(dotMetricsEnabled)}
-					handleFilterVisibilityChange={handleFilterVisibilityChange}
-					onFilterChange={handleFilterChange}
-				/>
-			),
-		},
-		// TODO: Enable once we have implemented containers.
-		// {
-		// 	label: (
-		// 		<div className="k8s-quick-filters-category-label">
-		// 			<div className="k8s-quick-filters-category-label-container">
-		// 				<PackageOpen
-		// 					size={14}
-		// 					className="k8s-quick-filters-category-label-icon"
-		// 				/>
-		// 				<Typography.Text>Containers</Typography.Text>
-		// 			</div>
-		// 		</div>
-		// 	),
-		// 	key: K8sCategories.CONTAINERS,
-		// 	showArrow: false,
-		// 	children: (
-		// 		<QuickFilters
-		// 			source={QuickFiltersSource.INFRA_MONITORING}
-		// 			config={ContainersQuickFiltersConfig}
-		// 			handleFilterVisibilityChange={handleFilterVisibilityChange}
-		// 			onFilterChange={handleFilterChange}
-		// 		/>
-		// 	),
-		// },
-	];
+	const selectedCategoryConfig = useMemo(
+		() => categories.find((cat) => cat.key === selectedCategory)?.config,
+		[categories, selectedCategory],
+	);
 
-	const handleCategoryChange = (key: string | string[]): void => {
-		if (Array.isArray(key) && key.length > 0) {
-			setSelectedCategory(key[0] as string);
+	const selectedCategoryUseFieldApis = useMemo(
+		() => getUseFieldApis(selectedCategory as InfraMonitoringEntity),
+		[getUseFieldApis, selectedCategory],
+	);
+
+	const handleCategorySelect = (key: string): void => {
+		if (key !== selectedCategory) {
+			setSelectedCategory(key);
 			// Reset filters
 			setUrlFilters(null);
 			setOrderBy(null);
@@ -332,26 +245,59 @@ export default function InfraMonitoringK8s(): 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={{ transform: 'rotate(270deg)' }}
-										onClick={handleFilterVisibilityChange}
-										size="md"
-									/>
-								</Tooltip>
+							<div className={styles.categorySelectorSection}>
+								<div className={styles.sectionHeader} data-type="resource">
+									<Typography.Text className={styles.sectionLabel}>
+										Viewing · Resource
+									</Typography.Text>
+									<div className={styles.sectionLine} />
+									<Tooltip title="Collapse Filters">
+										<ArrowUpToLine
+											style={{ transform: 'rotate(270deg)' }}
+											onClick={handleFilterVisibilityChange}
+											size="md"
+										/>
+									</Tooltip>
+								</div>
+								<div className={styles.categoryCard}>
+									<div className={styles.categoryList}>
+										{categories.map((category) => (
+											<button
+												key={category.key}
+												type="button"
+												className={`${styles.categoryItem} ${
+													selectedCategory === category.key
+														? styles.categoryItemSelected
+														: ''
+												}`}
+												onClick={(): void => handleCategorySelect(category.key)}
+												data-testid={`category-${category.key}`}
+											>
+												{category.icon}
+												<Typography.Text>{category.label}</Typography.Text>
+											</button>
+										))}
+									</div>
+								</div>
+							</div>
+
+							<div className={styles.quickFiltersSection}>
+								<div className={styles.sectionHeader} data-type="filter">
+									<Typography.Text className={styles.sectionLabel}>
+										Filter by
+									</Typography.Text>
+									<div className={styles.sectionLine} />
+								</div>
+								{selectedCategoryConfig && (
+									<QuickFilters
+										source={QuickFiltersSource.INFRA_MONITORING}
+										config={selectedCategoryConfig}
+										handleFilterVisibilityChange={handleFilterVisibilityChange}
+										onFilterChange={handleFilterChange}
+										useFieldApis={selectedCategoryUseFieldApis}
+									/>
+								)}
 							</div>
-							<Collapse
-								onChange={handleCategoryChange}
-								items={items}
-								defaultActiveKey={[selectedCategory]}
-								activeKey={[selectedCategory]}
-								accordion
-								bordered={false}
-								ghost
-							/>
 						</div>
 					)}
 

frontend/src/container/InfraMonitoringK8s/constants.ts

@@ -21,6 +21,21 @@ export enum InfraMonitoringEntity {
 	VOLUMES = 'volumes',
 }
 
+export const METRIC_NAMESPACE_BY_ENTITY: Record<InfraMonitoringEntity, string> =
+	{
+		[InfraMonitoringEntity.HOSTS]: 'system.',
+		[InfraMonitoringEntity.PODS]: 'k8s.pod.',
+		[InfraMonitoringEntity.NODES]: 'k8s.node.',
+		[InfraMonitoringEntity.NAMESPACES]: 'k8s.pod.',
+		[InfraMonitoringEntity.CLUSTERS]: 'k8s.node.',
+		[InfraMonitoringEntity.DEPLOYMENTS]: 'k8s.',
+		[InfraMonitoringEntity.STATEFULSETS]: 'k8s.',
+		[InfraMonitoringEntity.DAEMONSETS]: 'k8s.',
+		[InfraMonitoringEntity.CONTAINERS]: 'k8s.pod.',
+		[InfraMonitoringEntity.JOBS]: 'k8s.',
+		[InfraMonitoringEntity.VOLUMES]: 'k8s.volume.',
+	};
+
 export enum VIEWS {
 	METRICS = 'metrics',
 	LOGS = 'logs',

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/PanelTypeSwitcher/PanelTypeSwitcher.tsx

@@ -1,19 +1,18 @@
 import { Typography } from '@signozhq/ui/typography';
 import type { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
-import { EQueryType } from 'types/common/dashboard';
+import type { EQueryType } from 'types/common/dashboard';
 
 import type { PanelKind } from '../../../Panels/types/panelKind';
-import { PANEL_TYPES } from '../../../PanelsAndSectionsLayout/Panel/PanelTypeSelectionModal/constants';
 import ConfigSelect from '../controls/ConfigSelect/ConfigSelect';
 
 import styles from './PanelTypeSwitcher.module.scss';
-import { getPanelTypeDisabledReason } from './utils';
+import { usePanelTypeSelectItems } from './usePanelTypeSelectItems';
 
 interface PanelTypeSwitcherProps {
 	/** The current panel kind (selected value). */
 	panelKind: PanelKind;
-	/** Active query type — a kind that can't be authored in it is disabled (e.g. List is Query-Builder-only, so PromQL/ClickHouse disable it). Defaults to Query Builder. */
-	queryType?: EQueryType;
+	/** Active query type — a kind that can't be authored in it is disabled (e.g. List is Query-Builder-only, so PromQL/ClickHouse disable it). */
+	queryType: EQueryType;
 	/** Panel's current signal — also gates the disabled rule (List needs logs/traces, not metrics). */
 	signal?: TelemetrytypesSignalDTO;
 	onChange: (kind: PanelKind) => void;
@@ -31,22 +30,7 @@ function PanelTypeSwitcher({
 	signal,
 	onChange,
 }: PanelTypeSwitcherProps): JSX.Element {
-	const items = PANEL_TYPES.map(({ panelKind, label, Icon }) => {
-		// One reason drives both the disabled flag and the tooltip, so they can't disagree.
-		const disabledReason = getPanelTypeDisabledReason({
-			kind: panelKind,
-			queryType: queryType ?? EQueryType.QUERY_BUILDER,
-			signal,
-			label,
-		});
-		return {
-			value: panelKind,
-			label,
-			icon: <Icon size={14} />,
-			disabled: !!disabledReason,
-			tooltip: disabledReason,
-		};
-	});
+	const items = usePanelTypeSelectItems({ queryType, signal });
 
 	return (
 		<div className={styles.field}>

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/PanelTypeSwitcher/__tests__/PanelTypeSwitcher.test.tsx

@@ -49,7 +49,11 @@ describe('PanelTypeSwitcher', () => {
 	it('fires onChange with the chosen plugin kind', () => {
 		const onChange = jest.fn();
 		render(
-			<PanelTypeSwitcher panelKind="signoz/TimeSeriesPanel" onChange={onChange} />,
+			<PanelTypeSwitcher
+				panelKind="signoz/TimeSeriesPanel"
+				queryType={EQueryType.QUERY_BUILDER}
+				onChange={onChange}
+			/>,
 		);
 
 		openDropdown();
@@ -62,6 +66,7 @@ describe('PanelTypeSwitcher', () => {
 		render(
 			<PanelTypeSwitcher
 				panelKind="signoz/TimeSeriesPanel"
+				queryType={EQueryType.QUERY_BUILDER}
 				signal={TelemetrytypesSignalDTO.metrics}
 				onChange={jest.fn()}
 			/>,
@@ -77,6 +82,7 @@ describe('PanelTypeSwitcher', () => {
 		render(
 			<PanelTypeSwitcher
 				panelKind="signoz/TimeSeriesPanel"
+				queryType={EQueryType.QUERY_BUILDER}
 				onChange={jest.fn()}
 			/>,
 		);

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/PanelTypeSwitcher/usePanelTypeSelectItems.tsx

@@ -0,0 +1,48 @@
+import { useMemo } from 'react';
+import type { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
+import type { EQueryType } from 'types/common/dashboard';
+
+import type { PanelKind } from '../../../Panels/types/panelKind';
+import { PANEL_TYPES } from '../../../PanelsAndSectionsLayout/Panel/PanelTypeSelectionModal/constants';
+import type { ConfigSelectItem } from '../controls/ConfigSelect/ConfigSelect';
+
+import { getPanelTypeDisabledReason } from './utils';
+
+interface UsePanelTypeSelectItemsArgs {
+	/** Active query type — a kind that can't be authored in it is disabled. */
+	queryType: EQueryType;
+	/** Current datasource — also gates the disabled rule (List needs logs/traces, not metrics). */
+	signal?: TelemetrytypesSignalDTO;
+}
+
+/**
+ * Visualization-kind options for a `ConfigSelect`, each disabled (with a reason
+ * tooltip) when the active query type or signal is incompatible — resolved through
+ * the capabilities guard. Shared by the editor's `PanelTypeSwitcher` and the View
+ * modal's header so the two selectors apply the same rule and can't drift.
+ */
+export function usePanelTypeSelectItems({
+	queryType,
+	signal,
+}: UsePanelTypeSelectItemsArgs): ConfigSelectItem<PanelKind>[] {
+	return useMemo(
+		() =>
+			PANEL_TYPES.map(({ panelKind, label, Icon }) => {
+				// One reason drives both the disabled flag and the tooltip, so they can't disagree.
+				const disabledReason = getPanelTypeDisabledReason({
+					kind: panelKind,
+					queryType,
+					signal,
+					label,
+				});
+				return {
+					value: panelKind,
+					label,
+					icon: <Icon size={14} />,
+					disabled: !!disabledReason,
+					tooltip: disabledReason,
+				};
+			}),
+		[queryType, signal],
+	);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/ContextLinkDialog.tsx

@@ -0,0 +1,259 @@
+import { useEffect, useState } from 'react';
+import { Plus, Trash2 } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { DialogWrapper } from '@signozhq/ui/dialog';
+import { Switch } from '@signozhq/ui/switch';
+import { Typography } from '@signozhq/ui/typography';
+import { Input } from 'antd';
+import type { DashboardLinkDTO } from 'api/generated/services/sigNoz.schemas';
+
+import type { UrlParam, VariableItem } from './types';
+import {
+	getUrlParams,
+	insertVariableAtCursor,
+	isValidContextLinkUrl,
+	updateUrlWithParams,
+} from './utils';
+import VariablesPopover from './VariablesPopover';
+
+import styles from './ContextLinksSection.module.scss';
+
+interface ContextLinkDialogProps {
+	open: boolean;
+	/** The link being edited, or null when adding a new one. */
+	initialLink: DashboardLinkDTO | null;
+	variables: VariableItem[];
+	onOpenChange: (open: boolean) => void;
+	onSave: (link: DashboardLinkDTO) => void;
+}
+
+const URL_ERROR = 'URL must start with http(s)://, /, or {{variable}}/';
+
+const cursorOf = (e: { target: EventTarget }): number =>
+	(e.target as HTMLInputElement).selectionStart ?? 0;
+
+/**
+ * Modal editor for a single context link (V1 parity): label + URL with `{{variable}}`
+ * autocomplete + validation, a key/value URL-parameters editor, and an "open in new tab"
+ * toggle. The URL is the source of truth; parameter rows are its query string projected
+ * out (blank-key rows live only in local state until they get a key). Save is gated on a
+ * non-empty, well-formed URL. `renderVariables` is set so consumers interpolate the URL.
+ */
+function ContextLinkDialog({
+	open,
+	initialLink,
+	variables,
+	onOpenChange,
+	onSave,
+}: ContextLinkDialogProps): JSX.Element {
+	const [name, setName] = useState('');
+	const [url, setUrlState] = useState('');
+	const [targetBlank, setTargetBlank] = useState(true);
+	const [params, setParams] = useState<UrlParam[]>([]);
+
+	// Seed the draft each time the dialog opens for a (possibly different) link.
+	useEffect(() => {
+		if (open) {
+			setName(initialLink?.name ?? '');
+			setUrlState(initialLink?.url ?? '');
+			setTargetBlank(initialLink?.targetBlank ?? true);
+			setParams(getUrlParams(initialLink?.url ?? ''));
+		}
+	}, [open, initialLink]);
+
+	const setUrl = (next: string): void => {
+		setUrlState(next);
+		setParams(getUrlParams(next));
+	};
+
+	const applyParams = (next: UrlParam[]): void => {
+		setParams(next);
+		setUrlState(updateUrlWithParams(url, next));
+	};
+
+	const patchParam = (index: number, patch: Partial<UrlParam>): void =>
+		applyParams(params.map((p, i) => (i === index ? { ...p, ...patch } : p)));
+
+	const addParam = (): void => {
+		const last = params[params.length - 1];
+		if (!last || last.key.trim() || last.value.trim()) {
+			setParams([...params, { key: '', value: '' }]);
+		}
+	};
+
+	const urlInvalid = !isValidContextLinkUrl(url);
+	const canSave = !!url.trim() && !urlInvalid;
+
+	const handleSave = (): void => {
+		if (canSave) {
+			onSave({ name, url, targetBlank, renderVariables: true });
+		}
+	};
+
+	return (
+		<DialogWrapper
+			open={open}
+			onOpenChange={onOpenChange}
+			title={initialLink ? 'Edit context link' : 'Add a context link'}
+			width="wide"
+			testId="context-link-dialog"
+			footer={
+				<>
+					<Button
+						type="button"
+						variant="outlined"
+						color="secondary"
+						data-testid="context-link-cancel"
+						onClick={(): void => onOpenChange(false)}
+					>
+						Cancel
+					</Button>
+					<Button
+						type="button"
+						variant="solid"
+						color="primary"
+						disabled={!canSave}
+						data-testid="context-link-save"
+						onClick={handleSave}
+					>
+						Save
+					</Button>
+				</>
+			}
+		>
+			<div className={styles.form}>
+				<div className={styles.formField}>
+					<Typography.Text className={styles.formLabel}>Label</Typography.Text>
+					<Input
+						data-testid="context-link-label"
+						placeholder="View trace details: {{_traceId}}"
+						value={name}
+						onChange={(e): void => setName(e.target.value)}
+					/>
+				</div>
+
+				<div className={styles.formField}>
+					<Typography.Text className={styles.formLabel}>
+						URL <span className={styles.required}>*</span>
+					</Typography.Text>
+					<VariablesPopover
+						variables={variables}
+						onVariableSelect={(token, cursor): void =>
+							setUrl(insertVariableAtCursor(url, token, cursor))
+						}
+					>
+						{({ setIsOpen, setCursorPosition }): JSX.Element => (
+							<Input
+								data-testid="context-link-url"
+								placeholder="https://… or /path?var={{variable}}"
+								value={url}
+								status={urlInvalid ? 'error' : undefined}
+								autoComplete="off"
+								onChange={(e): void => {
+									setCursorPosition(e.target.selectionStart ?? 0);
+									setUrl(e.target.value);
+								}}
+								onFocus={(): void => setIsOpen(true)}
+								onClick={(e): void => setCursorPosition(cursorOf(e))}
+								onKeyUp={(e): void => setCursorPosition(cursorOf(e))}
+							/>
+						)}
+					</VariablesPopover>
+					{urlInvalid && (
+						<Typography.Text
+							className={styles.urlError}
+							data-testid="context-link-url-error"
+						>
+							{URL_ERROR}
+						</Typography.Text>
+					)}
+				</div>
+
+				{params.length > 0 && (
+					<div className={styles.formField}>
+						<Typography.Text className={styles.formLabel}>
+							URL parameters
+						</Typography.Text>
+						<div className={styles.params}>
+							{params.map((param, index) => (
+								<div
+									className={styles.paramRow}
+									// Parameter rows have no stable id; index is the row identity here.
+									// eslint-disable-next-line react/no-array-index-key
+									key={index}
+								>
+									<Input
+										data-testid={`context-link-param-key-${index}`}
+										placeholder="Key"
+										value={param.key}
+										onChange={(e): void => patchParam(index, { key: e.target.value })}
+									/>
+									<VariablesPopover
+										variables={variables}
+										onVariableSelect={(token, cursor): void =>
+											patchParam(index, {
+												value: insertVariableAtCursor(param.value, token, cursor),
+											})
+										}
+									>
+										{({ setIsOpen, setCursorPosition }): JSX.Element => (
+											<Input
+												data-testid={`context-link-param-value-${index}`}
+												placeholder="Value"
+												value={param.value}
+												onChange={(e): void => {
+													setCursorPosition(e.target.selectionStart ?? 0);
+													patchParam(index, { value: e.target.value });
+												}}
+												onFocus={(): void => setIsOpen(true)}
+												onClick={(e): void => setCursorPosition(cursorOf(e))}
+												onKeyUp={(e): void => setCursorPosition(cursorOf(e))}
+											/>
+										)}
+									</VariablesPopover>
+									<Button
+										type="button"
+										variant="ghost"
+										color="destructive"
+										size="icon"
+										aria-label={`Remove parameter ${index + 1}`}
+										data-testid={`context-link-param-remove-${index}`}
+										onClick={(): void =>
+											applyParams(params.filter((_, i) => i !== index))
+										}
+									>
+										<Trash2 size={14} />
+									</Button>
+								</div>
+							))}
+						</div>
+					</div>
+				)}
+
+				<Button
+					type="button"
+					variant="dashed"
+					color="secondary"
+					prefix={<Plus size={12} />}
+					data-testid="context-link-add-param"
+					onClick={addParam}
+				>
+					Add URL parameter
+				</Button>
+
+				<div className={styles.newTab}>
+					<Switch
+						testId="context-link-newtab"
+						value={targetBlank}
+						onChange={setTargetBlank}
+					/>
+					<Typography.Text className={styles.newTabLabel}>
+						Open in new tab
+					</Typography.Text>
+				</div>
+			</div>
+		</DialogWrapper>
+	);
+}
+
+export default ContextLinkDialog;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/ContextLinkListItem.tsx

@@ -0,0 +1,62 @@
+import { Pencil, Trash2 } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import type { DashboardLinkDTO } from 'api/generated/services/sigNoz.schemas';
+
+import styles from './ContextLinksSection.module.scss';
+
+interface ContextLinkListItemProps {
+	link: DashboardLinkDTO;
+	index: number;
+	onEdit: () => void;
+	onRemove: () => void;
+}
+
+/** A saved context link in the section list: its label + URL, with edit / delete actions. */
+function ContextLinkListItem({
+	link,
+	index,
+	onEdit,
+	onRemove,
+}: ContextLinkListItemProps): JSX.Element {
+	const label = link.name?.trim() || link.url || 'Untitled link';
+
+	return (
+		<div className={styles.listItem} data-testid={`context-link-item-${index}`}>
+			<div className={styles.listItemText}>
+				<Typography.Text className={styles.listItemLabel}>{label}</Typography.Text>
+				{!!link.url && (
+					<Typography.Text className={styles.listItemUrl}>
+						{link.url}
+					</Typography.Text>
+				)}
+			</div>
+			<div className={styles.listItemActions}>
+				<Button
+					type="button"
+					variant="ghost"
+					color="secondary"
+					size="icon"
+					aria-label={`Edit link ${index + 1}`}
+					data-testid={`context-link-edit-${index}`}
+					onClick={onEdit}
+				>
+					<Pencil size={14} />
+				</Button>
+				<Button
+					type="button"
+					variant="ghost"
+					color="destructive"
+					size="icon"
+					aria-label={`Remove link ${index + 1}`}
+					data-testid={`context-link-remove-${index}`}
+					onClick={onRemove}
+				>
+					<Trash2 size={14} />
+				</Button>
+			</div>
+		</div>
+	);
+}
+
+export default ContextLinkListItem;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/ContextLinksSection.module.scss

@@ -1,32 +1,99 @@
 .list {
 	display: flex;
 	flex-direction: column;
-	gap: 12px;
+	gap: 8px;
 }
 
-.row {
+/* --- Saved-link list item --- */
+.listItem {
 	display: flex;
-	flex-direction: column;
+	align-items: center;
+	justify-content: space-between;
 	gap: 8px;
-	padding: 10px;
+	padding: 8px 10px;
 	border: 1px solid var(--l2-border);
 	border-radius: 6px;
 }
 
-.rowFooter {
+.listItemText {
+	display: flex;
+	flex-direction: column;
+	gap: 2px;
+	min-width: 0;
+}
+
+.listItemLabel,
+.listItemUrl {
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	max-width: 100%;
+}
+
+.listItemLabel {
+	font-size: 13px;
+	color: var(--text-vanilla-100);
+}
+
+.listItemUrl {
+	font-size: 11px;
+	color: var(--text-vanilla-400);
+}
+
+.listItemActions {
 	display: flex;
 	align-items: center;
-	justify-content: space-between;
+	gap: 2px;
+	flex-shrink: 0;
+}
+
+/* --- Dialog form --- */
+.form {
+	display: flex;
+	flex-direction: column;
+	gap: 14px;
+}
+
+.formField {
+	display: flex;
+	flex-direction: column;
+	gap: 6px;
+}
+
+.formLabel {
+	font-size: 12px;
+	color: var(--l2-foreground);
+}
+
+.required {
+	color: var(--bg-cherry-400);
+}
+
+.urlError {
+	font-size: 11px;
+	color: var(--bg-cherry-400);
+}
+
+.params {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+}
+
+.paramRow {
+	display: grid;
+	grid-template-columns: 1fr 1fr auto;
+	align-items: center;
+	gap: 6px;
 }
 
 .newTab {
 	display: flex;
 	align-items: center;
 	gap: 8px;
-	cursor: pointer;
 }
 
 .newTabLabel {
 	font-size: 12px;
-	color: var(--text-vanilla-400);
+	color: var(--l2-foreground);
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/ContextLinksSection.tsx

@@ -1,83 +1,63 @@
-import { Plus, Trash2 } from '@signozhq/icons';
+import { useState } from 'react';
+import { Plus } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
-import { Switch } from '@signozhq/ui/switch';
-import { Typography } from '@signozhq/ui/typography';
-import { Input } from 'antd';
 import type { DashboardLinkDTO } from 'api/generated/services/sigNoz.schemas';
 import type {
 	SectionEditorProps,
 	SectionKind,
 } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/sections';
 
+import ContextLinkDialog from './ContextLinkDialog';
+import ContextLinkListItem from './ContextLinkListItem';
+import { useContextLinkVariables } from './useContextLinkVariables';
+
 import styles from './ContextLinksSection.module.scss';
 
 /**
- * Edits the panel's context links (`spec.links`): a list of label + URL rows with an
- * "open in new tab" toggle, plus add/remove. Atomic section — no per-kind sub-controls.
- * URLs may reference dashboard/query variables; that interpolation is resolved at render
- * time, so this editor just captures the raw strings.
+ * Edits the panel's context links (`spec.links`) as a list of saved links, each added or
+ * edited through a modal ({@link ContextLinkDialog}) that carries V1's full authoring UX
+ * (variable autocomplete, URL-parameters editor, validation).
  */
 function ContextLinksSection({
 	value,
 	onChange,
 }: SectionEditorProps<SectionKind.ContextLinks>): JSX.Element {
 	const links = value ?? [];
+	const variables = useContextLinkVariables();
 
-	const updateAt = (index: number, patch: Partial<DashboardLinkDTO>): void =>
-		onChange(
-			links.map((link, i) => (i === index ? { ...link, ...patch } : link)),
-		);
-
-	const addLink = (): void =>
-		onChange([...links, { name: '', url: '', targetBlank: true }]);
+	// `index === null` while adding a new link; a number while editing an existing one.
+	const [dialog, setDialog] = useState<{ open: boolean; index: number | null }>({
+		open: false,
+		index: null,
+	});
 
 	const removeAt = (index: number): void =>
 		onChange(links.filter((_, i) => i !== index));
 
+	const handleSave = (link: DashboardLinkDTO): void => {
+		onChange(
+			dialog.index === null
+				? [...links, link]
+				: links.map((existing, i) => (i === dialog.index ? link : existing)),
+		);
+		setDialog((d) => ({ ...d, open: false }));
+	};
+
+	const editingLink =
+		dialog.index !== null ? (links[dialog.index] ?? null) : null;
+
 	return (
 		<div className={styles.list}>
 			{links.map((link, index) => (
-				// Links have no stable id on the wire; index is the row identity here.
-				// eslint-disable-next-line react/no-array-index-key
-				<div className={styles.row} key={index}>
-					<Input
-						data-testid={`context-link-label-${index}`}
-						placeholder="Label"
-						value={link.name ?? ''}
-						onChange={(e): void => updateAt(index, { name: e.target.value })}
-					/>
-					<Input
-						data-testid={`context-link-url-${index}`}
-						placeholder="https://… or /path?var=$variable"
-						value={link.url ?? ''}
-						onChange={(e): void => updateAt(index, { url: e.target.value })}
-					/>
-					<div className={styles.rowFooter}>
-						<div className={styles.newTab}>
-							<Switch
-								testId={`context-link-newtab-${index}`}
-								value={link.targetBlank ?? false}
-								onChange={(checked: boolean): void =>
-									updateAt(index, { targetBlank: checked })
-								}
-							/>
-							<Typography.Text className={styles.newTabLabel}>
-								Open in new tab
-							</Typography.Text>
-						</div>
-						<Button
-							type="button"
-							variant="ghost"
-							color="destructive"
-							size="icon"
-							aria-label={`Remove link ${index + 1}`}
-							data-testid={`context-link-remove-${index}`}
-							onClick={(): void => removeAt(index)}
-						>
-							<Trash2 size={14} />
-						</Button>
-					</div>
-				</div>
+				<ContextLinkListItem
+					// Links have no stable id on the wire; index is the row identity here.
+					// eslint-disable-next-line react/no-array-index-key
+					key={index}
+					link={link}
+					index={index}
+					onEdit={(): void => setDialog({ open: true, index })}
+					onRemove={(): void => removeAt(index)}
+				/>
 			))}
 
 			<Button
@@ -86,10 +66,18 @@ function ContextLinksSection({
 				color="secondary"
 				prefix={<Plus size={14} />}
 				data-testid="panel-editor-v2-add-link"
-				onClick={addLink}
+				onClick={(): void => setDialog({ open: true, index: null })}
 			>
-				Add link
+				Add Context Link
 			</Button>
+
+			<ContextLinkDialog
+				open={dialog.open}
+				initialLink={editingLink}
+				variables={variables}
+				onOpenChange={(open): void => setDialog((d) => ({ ...d, open }))}
+				onSave={handleSave}
+			/>
 		</div>
 	);
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/VariablesPopover.module.scss

@@ -0,0 +1,64 @@
+.container {
+	width: 100%;
+}
+
+.anchor {
+	width: 100%;
+}
+
+.content {
+	z-index: 1100;
+	padding: 4px 0;
+	max-height: 300px;
+	overflow-y: auto;
+	overflow-x: hidden;
+	min-width: var(--radix-popover-trigger-width);
+}
+
+.empty {
+	padding: 8px 12px;
+	color: var(--text-vanilla-400);
+	font-size: 12px;
+	font-style: italic;
+}
+
+.item {
+	--button-display: flex;
+	--button-justify-content: flex-start;
+	--button-height: auto;
+	--button-padding: 8px 12px;
+	--button-border-radius: 0;
+	--button-font-size: 13px;
+	--button-line-height: 1.4;
+
+	width: 100%;
+	overflow: hidden;
+}
+
+.row {
+	display: flex;
+	flex: 1 1 auto;
+	align-items: center;
+	justify-content: space-between;
+	gap: 8px;
+	min-width: 0;
+}
+
+.name,
+.source {
+	min-width: 0;
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+}
+
+.name {
+	flex: 1 1 auto;
+	text-align: start;
+}
+
+.source {
+	color: var(--l3-foreground);
+	font-size: 12px;
+	flex: 0 1 auto;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/VariablesPopover.tsx

@@ -0,0 +1,117 @@
+// Uses Popover (not DropdownMenu): DropdownMenuTrigger preventDefaults pointerdown,
+// which steals input focus and dismisses on every keystroke. PopoverAnchor is a passive
+// positioning element that leaves the wrapped input fully interactive.
+import { ReactNode, useRef, useState } from 'react';
+import { Button } from '@signozhq/ui/button';
+import { Popover, PopoverAnchor, PopoverContent } from '@signozhq/ui/popover';
+import { Typography } from '@signozhq/ui/typography';
+
+import type { VariableItem } from './types';
+
+import styles from './VariablesPopover.module.scss';
+
+interface VariablesPopoverRenderProps {
+	setIsOpen: (open: boolean) => void;
+	setCursorPosition: (position: number | null) => void;
+}
+
+interface VariablesPopoverProps {
+	variables: VariableItem[];
+	/** Called with the braces-wrapped token (e.g. `{{env}}`) and the tracked cursor offset. */
+	onVariableSelect: (token: string, cursorPosition?: number) => void;
+	children: (props: VariablesPopoverRenderProps) => ReactNode;
+}
+
+/**
+ * Autocomplete for context-link variables. Wraps an input (via the render-prop) and
+ * shows the available `{{variables}}` grouped by source; picking one inserts it at the
+ * tracked cursor. The consumer drives `setIsOpen` (on focus) and `setCursorPosition`.
+ */
+function VariablesPopover({
+	variables,
+	onVariableSelect,
+	children,
+}: VariablesPopoverProps): JSX.Element {
+	const [isOpen, setIsOpen] = useState(false);
+	const [cursorPosition, setCursorPosition] = useState<number | null>(null);
+	const anchorRef = useRef<HTMLDivElement>(null);
+
+	const handleOpenChange = (open: boolean): void => {
+		// Accept "close" events (outside-click, Esc) but ignore opens — opening is driven
+		// by the input's onFocus in the consumer.
+		if (!open) {
+			setIsOpen(false);
+		}
+	};
+
+	// Keep the popover open while the pointer/focus is inside the anchored input.
+	const keepOpenIfInsideAnchor = (event: {
+		target: EventTarget | null;
+	}): void => {
+		const target = event.target as Node | null;
+		if (
+			target &&
+			anchorRef.current?.contains(target) &&
+			'preventDefault' in event
+		) {
+			(event as Event).preventDefault();
+		}
+	};
+
+	return (
+		<div className={styles.container}>
+			<Popover open={isOpen} onOpenChange={handleOpenChange} modal={false}>
+				<PopoverAnchor asChild>
+					<div className={styles.anchor} ref={anchorRef}>
+						{children({ setIsOpen, setCursorPosition })}
+					</div>
+				</PopoverAnchor>
+				<PopoverContent
+					align="start"
+					sideOffset={4}
+					// Render inside the anchor (not a body portal): the editor lives in a modal
+					// DialogWrapper, and radix's modal sets pointer-events:none on everything
+					// portalled outside it, which would make the suggestions unclickable.
+					withPortal={false}
+					className={styles.content}
+					onOpenAutoFocus={(e): void => e.preventDefault()}
+					onCloseAutoFocus={(e): void => e.preventDefault()}
+					onInteractOutside={keepOpenIfInsideAnchor}
+					onFocusOutside={keepOpenIfInsideAnchor}
+				>
+					{variables.length === 0 ? (
+						<div className={styles.empty}>No variables available</div>
+					) : (
+						variables.map((v) => (
+							<Button
+								key={`${v.source}-${v.name}`}
+								type="button"
+								variant="ghost"
+								color="secondary"
+								size="md"
+								className={styles.item}
+								aria-label={`Insert {{${v.name}}}`}
+								testId={`context-link-variable-${v.name}`}
+								// Prevent the input from losing focus when clicking an item.
+								onMouseDown={(e): void => e.preventDefault()}
+								onClick={(): void => {
+									onVariableSelect(`{{${v.name}}}`, cursorPosition ?? undefined);
+									setIsOpen(false);
+								}}
+							>
+								<div className={styles.row}>
+									<Typography.Text
+										className={styles.name}
+									>{`{{${v.name}}}`}</Typography.Text>
+									<Typography.Text className={styles.source}>{v.source}</Typography.Text>
+								</div>
+							</Button>
+						))
+					)}
+				</PopoverContent>
+			</Popover>
+		</div>
+	);
+}
+
+export default VariablesPopover;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/__tests__/ContextLinksSection.test.tsx

@@ -3,47 +3,92 @@ import type { DashboardLinkDTO } from 'api/generated/services/sigNoz.schemas';
 
 import ContextLinksSection from '../ContextLinksSection';
 
+// The variable-source hook reads the query-builder provider + store; stub it so the
+// editor can be exercised in isolation (its own suite covers the sourcing logic).
+jest.mock('../useContextLinkVariables', () => ({
+	useContextLinkVariables: (): unknown => [
+		{ name: 'timestamp_start', source: 'Global timestamp' },
+		{ name: 'env', source: 'Dashboard variable' },
+	],
+}));
+
 const LINKS: DashboardLinkDTO[] = [
 	{ name: 'Docs', url: 'https://signoz.io', targetBlank: true },
 ];
 
+const lastCall = (fn: jest.Mock): DashboardLinkDTO[] =>
+	fn.mock.calls[fn.mock.calls.length - 1][0];
+
 describe('ContextLinksSection', () => {
 	it('renders only the add button when there are no links', () => {
 		render(<ContextLinksSection value={undefined} onChange={jest.fn()} />);
 
 		expect(screen.getByTestId('panel-editor-v2-add-link')).toBeInTheDocument();
-		expect(screen.queryByTestId('context-link-label-0')).not.toBeInTheDocument();
+		expect(screen.queryByTestId('context-link-item-0')).not.toBeInTheDocument();
 	});
 
-	it('appends a blank link (open-in-new-tab on) when Add link is clicked', () => {
+	it('renders existing links as list items showing the label', () => {
+		render(<ContextLinksSection value={LINKS} onChange={jest.fn()} />);
+
+		expect(screen.getByTestId('context-link-item-0')).toHaveTextContent('Docs');
+		// The editor is a modal — no inline fields until it's opened.
+		expect(screen.queryByTestId('context-link-url')).not.toBeInTheDocument();
+	});
+
+	it('adds a link through the dialog (Save gated on a valid URL)', async () => {
 		const onChange = jest.fn();
 		render(<ContextLinksSection value={[]} onChange={onChange} />);
 
 		fireEvent.click(screen.getByTestId('panel-editor-v2-add-link'));
 
+		const save = await screen.findByTestId('context-link-save');
+		expect(save).toBeDisabled();
+
+		fireEvent.change(screen.getByTestId('context-link-url'), {
+			target: { value: 'https://signoz.io' },
+		});
+		fireEvent.change(screen.getByTestId('context-link-label'), {
+			target: { value: 'Docs' },
+		});
+		expect(save).not.toBeDisabled();
+
+		fireEvent.click(save);
 		expect(onChange).toHaveBeenCalledWith([
-			{ name: '', url: '', targetBlank: true },
+			{
+				name: 'Docs',
+				url: 'https://signoz.io',
+				targetBlank: true,
+				renderVariables: true,
+			},
 		]);
 	});
 
-	it('renders existing links and edits a label through onChange', () => {
+	it('edits an existing link through the dialog', async () => {
 		const onChange = jest.fn();
 		render(<ContextLinksSection value={LINKS} onChange={onChange} />);
 
-		expect(screen.getByTestId('context-link-label-0')).toHaveValue('Docs');
-		expect(screen.getByTestId('context-link-url-0')).toHaveValue(
+		fireEvent.click(screen.getByTestId('context-link-edit-0'));
+
+		const label = await screen.findByTestId('context-link-label');
+		expect(label).toHaveValue('Docs');
+		expect(screen.getByTestId('context-link-url')).toHaveValue(
 			'https://signoz.io',
 		);
 
-		fireEvent.change(screen.getByTestId('context-link-label-0'), {
-			target: { value: 'Runbook' },
-		});
+		fireEvent.change(label, { target: { value: 'Runbook' } });
+		fireEvent.click(screen.getByTestId('context-link-save'));
+
 		expect(onChange).toHaveBeenCalledWith([
-			{ name: 'Runbook', url: 'https://signoz.io', targetBlank: true },
+			{
+				name: 'Runbook',
+				url: 'https://signoz.io',
+				targetBlank: true,
+				renderVariables: true,
+			},
 		]);
 	});
 
-	it('removes a link through onChange', () => {
+	it('removes a link from the list', () => {
 		const onChange = jest.fn();
 		render(<ContextLinksSection value={LINKS} onChange={onChange} />);
 
@@ -51,4 +96,52 @@ describe('ContextLinksSection', () => {
 
 		expect(onChange).toHaveBeenCalledWith([]);
 	});
+
+	it('shows a validation error only for a malformed URL', async () => {
+		render(<ContextLinksSection value={[]} onChange={jest.fn()} />);
+		fireEvent.click(screen.getByTestId('panel-editor-v2-add-link'));
+
+		const urlInput = await screen.findByTestId('context-link-url');
+
+		fireEvent.change(urlInput, { target: { value: 'not-a-url' } });
+		expect(screen.getByTestId('context-link-url-error')).toBeInTheDocument();
+		expect(screen.getByTestId('context-link-save')).toBeDisabled();
+
+		fireEvent.change(urlInput, { target: { value: '/valid/path' } });
+		expect(
+			screen.queryByTestId('context-link-url-error'),
+		).not.toBeInTheDocument();
+	});
+
+	it('adds a URL parameter and writes it into the URL query string', async () => {
+		const onChange = jest.fn();
+		render(<ContextLinksSection value={[]} onChange={onChange} />);
+		fireEvent.click(screen.getByTestId('panel-editor-v2-add-link'));
+
+		fireEvent.change(await screen.findByTestId('context-link-url'), {
+			target: { value: '/logs' },
+		});
+		fireEvent.click(screen.getByTestId('context-link-add-param'));
+		fireEvent.change(screen.getByTestId('context-link-param-key-0'), {
+			target: { value: 'env' },
+		});
+		fireEvent.click(screen.getByTestId('context-link-save'));
+
+		expect(lastCall(onChange)).toStrictEqual([
+			{ name: '', url: '/logs?env=', targetBlank: true, renderVariables: true },
+		]);
+	});
+
+	it('inserts a {{variable}} into the URL from the autocomplete popover', async () => {
+		render(<ContextLinksSection value={[]} onChange={jest.fn()} />);
+		fireEvent.click(screen.getByTestId('panel-editor-v2-add-link'));
+
+		const urlInput = await screen.findByTestId('context-link-url');
+		fireEvent.focus(urlInput);
+		fireEvent.click(
+			await screen.findByTestId('context-link-variable-timestamp_start'),
+		);
+
+		expect(urlInput).toHaveValue('{{timestamp_start}}');
+	});
 });

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/__tests__/useContextLinkVariables.test.tsx

@@ -0,0 +1,83 @@
+import { renderHook } from '@testing-library/react';
+
+import { useContextLinkVariables } from '../useContextLinkVariables';
+
+const mockUseGetDashboardV2 = jest.fn();
+const mockUseQueryBuilder = jest.fn();
+
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/store/useDashboardStore',
+	() => ({
+		useDashboardStore: (
+			selector: (s: { dashboardId: string }) => unknown,
+		): unknown => selector({ dashboardId: 'dash-1' }),
+	}),
+);
+
+jest.mock('hooks/queryBuilder/useQueryBuilder', () => ({
+	useQueryBuilder: (): unknown => mockUseQueryBuilder(),
+}));
+
+jest.mock('api/generated/services/dashboard', () => ({
+	useGetDashboardV2: (): unknown => mockUseGetDashboardV2(),
+}));
+
+// dtoToFormModel is exercised by its own suite; here we only need it to surface a name.
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/variableAdapters',
+	() => ({
+		dtoToFormModel: (dto: { name: string }): { name: string } => ({
+			name: dto.name,
+		}),
+	}),
+);
+
+describe('useContextLinkVariables', () => {
+	beforeEach(() => {
+		mockUseQueryBuilder.mockReturnValue({
+			currentQuery: {
+				builder: {
+					queryData: [
+						{ groupBy: [{ key: 'service.name' }, { key: 'env' }] },
+						// Duplicate across queries — must dedupe.
+						{ groupBy: [{ key: 'service.name' }] },
+					],
+				},
+			},
+		});
+		mockUseGetDashboardV2.mockReturnValue({
+			data: {
+				data: { spec: { variables: [{ name: 'region' }, { name: 'tier' }] } },
+			},
+		});
+	});
+
+	it('orders globals, then _prefixed query fields (deduped), then dashboard vars', () => {
+		const { result } = renderHook(() => useContextLinkVariables());
+
+		expect(result.current).toStrictEqual([
+			{ name: 'timestamp_start', source: 'Global timestamp' },
+			{ name: 'timestamp_end', source: 'Global timestamp' },
+			{ name: '_service.name', source: 'Query variable' },
+			{ name: '_env', source: 'Query variable' },
+			{ name: 'region', source: 'Dashboard variable' },
+			{ name: 'tier', source: 'Dashboard variable' },
+		]);
+	});
+
+	it('still returns the global timestamps when there are no queries or variables', () => {
+		mockUseQueryBuilder.mockReturnValue({
+			currentQuery: { builder: { queryData: [] } },
+		});
+		// Loaded dashboard with no variables — useDashboardFetchRequired guarantees the
+		// dashboard is present, so the empty case is an empty spec, not `undefined`.
+		mockUseGetDashboardV2.mockReturnValue({ data: { data: { spec: {} } } });
+
+		const { result } = renderHook(() => useContextLinkVariables());
+
+		expect(result.current).toStrictEqual([
+			{ name: 'timestamp_start', source: 'Global timestamp' },
+			{ name: 'timestamp_end', source: 'Global timestamp' },
+		]);
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/__tests__/utils.test.ts

@@ -0,0 +1,68 @@
+import {
+	getUrlParams,
+	insertVariableAtCursor,
+	isValidContextLinkUrl,
+	updateUrlWithParams,
+} from '../utils';
+
+describe('ContextLinksSection utils', () => {
+	describe('isValidContextLinkUrl', () => {
+		it.each([
+			['', true],
+			['https://signoz.io', true],
+			['http://localhost:3301/trace', true],
+			['/trace/{{_traceId}}', true],
+			['{{host}}/trace', true],
+			['trace/{{_traceId}}', false],
+			['ftp://signoz.io', false],
+		])('validates %p as %p', (url, expected) => {
+			expect(isValidContextLinkUrl(url)).toBe(expected);
+		});
+	});
+
+	describe('insertVariableAtCursor', () => {
+		it('inserts at the cursor position', () => {
+			expect(insertVariableAtCursor('/trace/', '{{id}}', 7)).toBe('/trace/{{id}}');
+			expect(insertVariableAtCursor('ab', '{{x}}', 1)).toBe('a{{x}}b');
+		});
+
+		it('appends when no cursor position is given', () => {
+			expect(insertVariableAtCursor('/trace/', '{{id}}')).toBe('/trace/{{id}}');
+		});
+	});
+
+	describe('getUrlParams', () => {
+		it('returns [] when there is no query string', () => {
+			expect(getUrlParams('/trace/{{id}}')).toStrictEqual([]);
+		});
+
+		it('parses and decodes key/value pairs', () => {
+			expect(getUrlParams('/logs?service={{svc}}&env=prod')).toStrictEqual([
+				{ key: 'service', value: '{{svc}}' },
+				{ key: 'env', value: 'prod' },
+			]);
+		});
+
+		it('double-decodes over-encoded values', () => {
+			// %257B%257B == encodeURIComponent('%7B%7B') == encodeURIComponent('{{')
+			expect(getUrlParams('/logs?q=%257B%257Bx%257D%257D')).toStrictEqual([
+				{ key: 'q', value: '{{x}}' },
+			]);
+		});
+	});
+
+	describe('updateUrlWithParams', () => {
+		it('rebuilds the query string and drops empty keys', () => {
+			expect(
+				updateUrlWithParams('/logs?old=1', [
+					{ key: 'service', value: '{{svc}}' },
+					{ key: '', value: 'ignored' },
+				]),
+			).toBe('/logs?service=%7B%7Bsvc%7D%7D');
+		});
+
+		it('drops the query string entirely when no valid params remain', () => {
+			expect(updateUrlWithParams('/logs?a=b', [])).toBe('/logs');
+		});
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/types.ts

@@ -0,0 +1,29 @@
+/**
+ * Where a context-link variable comes from — shown as the right-hand label in the popover.
+ *
+ * - `Global timestamp` — the dashboard's selected time range: `timestamp_start` /
+ *   `timestamp_end`. Always available, independent of the panel or its queries.
+ * - `Query variable` — a `groupBy` field from the panel's own queries, `_`-prefixed
+ *   (e.g. `_service_name`). Resolved at click time from the data point the user clicked,
+ *   so it reflects the current query definition and changes as the queries are edited.
+ * - `Dashboard variable` — a user-defined dashboard variable from Dashboard Settings
+ *   (e.g. `env`, `region`). Shared across every panel and driven by the dashboard's
+ *   variable selectors rather than by an individual query.
+ */
+export type VariableSource =
+	| 'Global timestamp'
+	| 'Query variable'
+	| 'Dashboard variable';
+
+/** One entry in the context-link variable autocomplete. */
+export interface VariableItem {
+	/** Bare variable name without braces, e.g. `timestamp_start`, `_service_name`, `env`. */
+	name: string;
+	source: VariableSource;
+}
+
+/** A single decoded key/value pair parsed from (or written back to) a URL query string. */
+export interface UrlParam {
+	key: string;
+	value: string;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/useContextLinkVariables.ts

@@ -0,0 +1,60 @@
+import { useMemo } from 'react';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { dtoToFormModel } from 'pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/variableAdapters';
+import { useDashboardFetchRequired } from 'pages/DashboardPageV2/DashboardContainer/hooks/useDashboardFetchRequired';
+
+import type { VariableItem } from './types';
+
+// Global time-range variables, always available (V1 parity: `timestamp_start` / `_end`).
+const GLOBAL_TIMESTAMP_VARIABLES: VariableItem[] = [
+	{ name: 'timestamp_start', source: 'Global timestamp' },
+	{ name: 'timestamp_end', source: 'Global timestamp' },
+];
+
+/**
+ * Variables offered by the context-link autocomplete, ordered as in V1: global
+ * timestamps, then per-query `groupBy` fields (prefixed `_`), then dashboard variables.
+ *
+ * Self-contained — the editor renders inside the query-builder provider and the
+ * DashboardContainer, so every source is read here rather than threaded through the
+ * section registry. The dashboard fetch dedupes against the editor page's own query.
+ */
+export function useContextLinkVariables(): VariableItem[] {
+	const { currentQuery } = useQueryBuilder();
+
+	const { variables: variableDtos } = useDashboardFetchRequired();
+
+	const dashboardVariableNames = useMemo(
+		() =>
+			variableDtos
+				.map((dto) => dtoToFormModel(dto).name)
+				.filter((name): name is string => !!name),
+		[variableDtos],
+	);
+
+	// `_`-prefixed to match V1 and avoid colliding with dashboard-variable names.
+	const fieldVariableNames = useMemo(() => {
+		const names = new Set<string>();
+		(currentQuery?.builder?.queryData ?? []).forEach((query) => {
+			(query.groupBy ?? []).forEach((field) => {
+				if (field.key) {
+					names.add(`_${field.key}`);
+				}
+			});
+		});
+		return Array.from(names);
+	}, [currentQuery?.builder?.queryData]);
+
+	return useMemo(
+		() => [
+			...GLOBAL_TIMESTAMP_VARIABLES,
+			...fieldVariableNames.map(
+				(name): VariableItem => ({ name, source: 'Query variable' }),
+			),
+			...dashboardVariableNames.map(
+				(name): VariableItem => ({ name, source: 'Dashboard variable' }),
+			),
+		],
+		[fieldVariableNames, dashboardVariableNames],
+	);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/ContextLinksSection/utils.ts

@@ -0,0 +1,78 @@
+import type { UrlParam } from './types';
+
+// A link URL must be absolute (http/https), root-relative (`/path`), or start with a
+// leading `{{var}}/` segment (a variable that resolves to a host/path at click-time).
+const CONTEXT_LINK_URL_PATTERN = /^(https?:\/\/|\/|{{.*}}\/)/;
+
+/**
+ * Whether the URL is well-formed for a context link. Empty is treated as valid so the
+ * editor doesn't nag while a row is still being filled in — emptiness is a separate concern.
+ */
+export function isValidContextLinkUrl(url: string): boolean {
+	if (!url) {
+		return true;
+	}
+	return CONTEXT_LINK_URL_PATTERN.test(url);
+}
+
+/** Inserts `variable` into `current` at `cursorPosition`, or appends when it's unknown. */
+export function insertVariableAtCursor(
+	current: string,
+	variable: string,
+	cursorPosition?: number,
+): string {
+	if (cursorPosition === undefined) {
+		return current + variable;
+	}
+	return (
+		current.slice(0, cursorPosition) + variable + current.slice(cursorPosition)
+	);
+}
+
+// Values may be double-encoded on the wire; decode a second time only when it changes
+// the string, so already-single-encoded values are left intact.
+function decodeForDisplay(value: string): string {
+	const decoded = decodeURIComponent(value);
+	try {
+		const doubleDecoded = decodeURIComponent(decoded);
+		return doubleDecoded !== decoded ? doubleDecoded : decoded;
+	} catch {
+		return decoded;
+	}
+}
+
+/** Parses the `?a=b&c=d` query string of a URL into decoded key/value rows. */
+export function getUrlParams(url: string): UrlParam[] {
+	const [, queryString] = url.split('?');
+	if (!queryString) {
+		return [];
+	}
+
+	const params: UrlParam[] = [];
+	queryString.split('&').forEach((pair) => {
+		const [key, value] = pair.split('=');
+		if (key) {
+			params.push({
+				key: decodeURIComponent(key),
+				value: decodeForDisplay(value || ''),
+			});
+		}
+	});
+	return params;
+}
+
+/** Rewrites `url`'s query string from `params`, dropping rows with an empty key. */
+export function updateUrlWithParams(url: string, params: UrlParam[]): string {
+	const [baseUrl] = url.split('?');
+	const queryString = params
+		.filter((param) => param.key.trim() !== '')
+		.map(
+			(param) =>
+				`${encodeURIComponent(param.key.trim())}=${encodeURIComponent(
+					param.value,
+				)}`,
+		)
+		.join('&');
+
+	return queryString ? `${baseUrl}?${queryString}` : baseUrl;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/sections/VisualizationSection/VisualizationSection.tsx

@@ -3,6 +3,7 @@ import type {
 	SectionEditorProps,
 	SectionKind,
 } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/sections';
+import { EQueryType } from 'types/common/dashboard';
 
 import ConfigSelect from '../../controls/ConfigSelect/ConfigSelect';
 import ConfigSwitch from '../../controls/ConfigSwitch/ConfigSwitch';
@@ -38,7 +39,9 @@ function VisualizationSection({
 			{controls.switchPanelKind && panelKind && onChangePanelKind && (
 				<PanelTypeSwitcher
 					panelKind={panelKind}
-					queryType={queryType}
+					// queryType is optional on the kind-erased section context, but always
+					// supplied in practice; default to Query Builder at this boundary.
+					queryType={queryType ?? EQueryType.QUERY_BUILDER}
 					signal={signal}
 					onChange={onChangePanelKind}
 				/>

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/PanelEditorQueryBuilder/PanelEditorQueryBuilder.tsx

@@ -164,7 +164,7 @@ function PanelEditorQueryBuilder({
 							<TextToolTip text="This will temporarily save the current query and graph state. This will persist across tab change" />
 							<RunQueryBtn
 								className="run-query-dashboard-btn"
-								label="Stage & Run Query"
+								label="Run Query"
 								onStageRunQuery={onStageRunQuery}
 								isLoadingQueries={isLoadingQueries}
 								handleCancelQuery={onCancelQuery}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/PreviewPane/PreviewPane.module.scss

@@ -49,6 +49,13 @@
 	background: var(--l2-background);
 }
 
+// Standalone View stacks the graph-manager below the chart inside the surface (it
+// must stay within the chart's PlotContext). Let it flow out of the surface so the
+// modal body scrolls as a whole, instead of clipping it or scrolling the panel.
+.surfaceStacked {
+	overflow: visible;
+}
+
 .state {
 	flex: 1;
 	display: flex;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/PreviewPane/PreviewPane.tsx

@@ -1,11 +1,13 @@
 import { useState } from 'react';
 import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
+import cx from 'classnames';
 import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
 import DateTimeSelectionV2 from 'container/TopNav/DateTimeSelectionV2';
 import PanelBody from 'pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelBody/PanelBody';
 import PanelHeader from 'pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelHeader/PanelHeader';
 import type { RenderablePanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelDefinition';
 import { PANEL_KIND_TO_PANEL_TYPE } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
+import type { DashboardPreference } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/rendererProps';
 import { getPanelQueryType } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/getPanelQueryType';
 import type {
 	PanelPagination,
@@ -32,6 +34,14 @@ interface PreviewPaneProps {
 	onDragSelect: (start: number, end: number) => void;
 	/** Server-side pager for raw/list panels; absent for non-paginated panels. */
 	pagination?: PanelPagination;
+	/** Render context — defaults to the editor's DASHBOARD_EDIT; the View modal passes STANDALONE_VIEW. */
+	panelMode?: PanelMode;
+	/** Hide the preview's top row entirely (query-type badge + time picker) — the View modal has its own header. */
+	hideHeader?: boolean;
+	/** Dashboard-wide preferences (cursor sync, …) forwarded to the body; the modal isolates cursor-sync. */
+	dashboardPreference?: DashboardPreference;
+	/** Close the standalone View modal — forwarded to the time-series/bar graph manager. */
+	onCloseStandaloneView?: () => void;
 }
 
 /**
@@ -50,6 +60,10 @@ function PreviewPane({
 	refetch,
 	onDragSelect,
 	pagination,
+	panelMode = PanelMode.DASHBOARD_EDIT,
+	hideHeader = false,
+	dashboardPreference,
+	onCloseStandaloneView,
 }: PreviewPaneProps): JSX.Element {
 	const panelType = PANEL_KIND_TO_PANEL_TYPE[panel.spec.plugin.kind];
 	const queryType = getPanelQueryType(panel);
@@ -61,18 +75,24 @@ function PreviewPane({
 
 	return (
 		<div className={styles.preview}>
-			<div className={styles.header}>
-				<PlotTag
-					queryType={queryType}
-					panelType={panelType}
-					className={styles.queryType}
-				/>
-				<div className={styles.dateTimeSelector}>
-					<DateTimeSelectionV2 showAutoRefresh hideShareModal />
+			{!hideHeader && (
+				<div className={styles.header}>
+					<PlotTag
+						queryType={queryType}
+						panelType={panelType}
+						className={styles.queryType}
+					/>
+					<div className={styles.dateTimeSelector}>
+						<DateTimeSelectionV2 showAutoRefresh hideShareModal />
+					</div>
 				</div>
-			</div>
+			)}
 			<div className={styles.container}>
-				<div className={styles.surface}>
+				<div
+					className={cx(styles.surface, {
+						[styles.surfaceStacked]: panelMode === PanelMode.STANDALONE_VIEW,
+					})}
+				>
 					<PanelHeader
 						panelId={panelId}
 						panel={panel}
@@ -94,9 +114,11 @@ function PreviewPane({
 						error={error}
 						refetch={refetch}
 						onDragSelect={onDragSelect}
-						panelMode={PanelMode.DASHBOARD_EDIT}
+						panelMode={panelMode}
+						dashboardPreference={dashboardPreference}
 						searchTerm={searchable ? searchTerm : undefined}
 						pagination={pagination}
+						onCloseStandaloneView={onCloseStandaloneView}
 					/>
 				</div>
 			</div>

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/__tests__/PanelEditorContainer.test.tsx

@@ -0,0 +1,274 @@
+import { render, screen, waitFor } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { getPanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/registry';
+
+import PanelEditorContainer from '../index';
+
+/**
+ * Characterization test for the editor's composition: which derived values and
+ * options it forwards to the draft/query/query-sync/type-switch hooks and to its
+ * children. The leaf hooks are mocked as arg-capturing spies so this pins the
+ * wiring; it stays valid (and guards behavior) after that wiring is pulled into a
+ * shared edit-session hook, since the mocks intercept the leaf hooks either way.
+ */
+
+const mockSetSpec = jest.fn();
+const mockRefetch = jest.fn();
+const mockCancelQuery = jest.fn();
+const mockBuildSaveSpec = jest.fn((spec: unknown) => spec);
+const mockOnChangePanelKind = jest.fn();
+const mockSave = jest.fn().mockResolvedValue(undefined);
+
+const mockUseDraft = jest.fn();
+jest.mock('../hooks/usePanelEditorDraft', () => ({
+	usePanelEditorDraft: (panel: unknown): unknown => mockUseDraft(panel),
+}));
+
+const mockUseQuery = jest.fn();
+jest.mock('../../hooks/usePanelQuery', () => ({
+	usePanelQuery: (args: unknown): unknown => mockUseQuery(args),
+}));
+
+const mockUseQuerySync = jest.fn();
+jest.mock('../hooks/usePanelEditorQuerySync', () => ({
+	usePanelEditorQuerySync: (args: unknown): unknown => mockUseQuerySync(args),
+}));
+
+const mockUseTypeSwitch = jest.fn();
+jest.mock('../hooks/usePanelTypeSwitch', () => ({
+	usePanelTypeSwitch: (args: unknown): unknown => mockUseTypeSwitch(args),
+}));
+
+jest.mock('../hooks/usePanelEditorSave', () => ({
+	usePanelEditorSave: (): unknown => ({ save: mockSave, isSaving: false }),
+}));
+
+jest.mock('../hooks/useSwitchColumnsOnSignalChange', () => ({
+	useSwitchColumnsOnSignalChange: jest.fn(),
+}));
+jest.mock('../hooks/useSeedNewListColumns', () => ({
+	useSeedNewListColumns: jest.fn(),
+}));
+jest.mock('../hooks/useLegendSeries', () => ({
+	useLegendSeries: (): [] => [],
+}));
+jest.mock('../hooks/useTableColumns', () => ({
+	useTableColumns: (): [] => [],
+}));
+jest.mock('../hooks/useMetricYAxisUnit', () => ({
+	useMetricYAxisUnit: (): unknown => ({
+		metricUnit: undefined,
+		isLoading: false,
+	}),
+}));
+jest.mock('hooks/queryBuilder/useQueryBuilder', () => ({
+	useQueryBuilder: (): unknown => ({ currentQuery: { queryType: 'builder' } }),
+}));
+jest.mock(
+	'../../PanelsAndSectionsLayout/Panel/hooks/usePanelInteractions',
+	() => ({
+		usePanelInteractions: (): unknown => ({
+			onDragSelect: jest.fn(),
+			dashboardPreference: {},
+		}),
+	}),
+);
+
+jest.mock('@signozhq/ui/resizable', () => ({
+	__esModule: true,
+	ResizablePanelGroup: ({
+		children,
+	}: {
+		children: React.ReactNode;
+	}): JSX.Element => <div>{children}</div>,
+	ResizablePanel: ({ children }: { children: React.ReactNode }): JSX.Element => (
+		<div>{children}</div>
+	),
+	ResizableHandle: (): null => null,
+	useDefaultLayout: (): unknown => ({
+		defaultLayout: undefined,
+		onLayoutChanged: jest.fn(),
+	}),
+}));
+jest.mock('@signozhq/ui/sonner', () => ({
+	toast: { success: jest.fn(), error: jest.fn() },
+}));
+
+// Children mocked to capture props (and expose a Save trigger / footer slot).
+const mockHeaderProps = jest.fn();
+jest.mock('../Header/Header', () => ({
+	__esModule: true,
+	default: (props: { onSave: () => void }): JSX.Element => {
+		mockHeaderProps(props);
+		return (
+			<button type="button" data-testid="editor-save" onClick={props.onSave}>
+				save
+			</button>
+		);
+	},
+}));
+const mockPreviewProps = jest.fn();
+jest.mock('../PreviewPane/PreviewPane', () => ({
+	__esModule: true,
+	default: (props: unknown): JSX.Element => {
+		mockPreviewProps(props);
+		return <div data-testid="preview" />;
+	},
+}));
+const mockQbProps = jest.fn();
+jest.mock('../PanelEditorQueryBuilder/PanelEditorQueryBuilder', () => ({
+	__esModule: true,
+	default: (props: { footer?: React.ReactNode }): JSX.Element => {
+		mockQbProps(props);
+		return <div data-testid="qb">{props.footer}</div>;
+	},
+}));
+const mockConfigProps = jest.fn();
+jest.mock('../ConfigPane/ConfigPane', () => ({
+	__esModule: true,
+	default: (props: unknown): JSX.Element => {
+		mockConfigProps(props);
+		return <div data-testid="config" />;
+	},
+}));
+jest.mock('../ListColumnsEditor/ListColumnsEditor', () => ({
+	__esModule: true,
+	default: (): JSX.Element => <div data-testid="list-columns" />,
+}));
+
+function makePanel(kind: string): DashboardtypesPanelDTO {
+	return {
+		kind: 'Panel',
+		spec: {
+			display: { name: 'CPU' },
+			plugin: { kind, spec: {} },
+			queries: [],
+		},
+	} as unknown as DashboardtypesPanelDTO;
+}
+
+const baseProps = {
+	dashboardId: 'dash-1',
+	panelId: 'panel-1',
+	onClose: jest.fn(),
+	onSaved: jest.fn(),
+};
+
+function setup(
+	panel: DashboardtypesPanelDTO,
+	overrides?: Partial<React.ComponentProps<typeof PanelEditorContainer>>,
+): void {
+	mockUseDraft.mockReturnValue({
+		draft: panel,
+		spec: panel.spec,
+		setSpec: mockSetSpec,
+		isSpecDirty: false,
+	});
+	mockUseQuery.mockReturnValue({
+		data: { response: undefined },
+		isFetching: false,
+		error: null,
+		cancelQuery: mockCancelQuery,
+		refetch: mockRefetch,
+		pagination: undefined,
+	});
+	mockUseQuerySync.mockReturnValue({
+		runQuery: jest.fn(),
+		isQueryDirty: false,
+		buildSaveSpec: mockBuildSaveSpec,
+	});
+	mockUseTypeSwitch.mockReturnValue({
+		onChangePanelKind: mockOnChangePanelKind,
+	});
+	render(<PanelEditorContainer {...baseProps} panel={panel} {...overrides} />);
+}
+
+describe('PanelEditorContainer composition', () => {
+	beforeEach(() => jest.clearAllMocks());
+
+	it('renders the editor shell with preview, query builder, and config pane', () => {
+		const panel = makePanel('signoz/TimeSeriesPanel');
+		setup(panel);
+
+		expect(screen.getByTestId('panel-editor-v2')).toBeInTheDocument();
+		expect(screen.getByTestId('preview')).toBeInTheDocument();
+		expect(screen.getByTestId('qb')).toBeInTheDocument();
+		expect(screen.getByTestId('config')).toBeInTheDocument();
+
+		expect(mockPreviewProps).toHaveBeenCalledWith(
+			expect.objectContaining({
+				panel,
+				panelDefinition: getPanelDefinition('signoz/TimeSeriesPanel'),
+			}),
+		);
+		expect(mockQbProps).toHaveBeenCalledWith(
+			expect.objectContaining({ panelKind: 'signoz/TimeSeriesPanel' }),
+		);
+		expect(mockConfigProps).toHaveBeenCalledWith(
+			expect.objectContaining({
+				panel,
+				spec: panel.spec,
+				onChangePanelKind: mockOnChangePanelKind,
+			}),
+		);
+	});
+
+	it('forwards the derived panel type + query-sync options to the leaf hooks', () => {
+		const panel = makePanel('signoz/TimeSeriesPanel');
+		setup(panel);
+
+		expect(mockUseQuery).toHaveBeenCalledWith(
+			expect.objectContaining({ panel, panelId: 'panel-1', enabled: true }),
+		);
+		expect(mockUseQuerySync).toHaveBeenCalledWith(
+			expect.objectContaining({
+				panelType: PANEL_TYPES.TIME_SERIES,
+				setSpec: mockSetSpec,
+				refetch: mockRefetch,
+				alwaysSerializeQuery: false,
+				signal: getPanelDefinition('signoz/TimeSeriesPanel').supportedSignals[0],
+			}),
+		);
+		expect(mockUseTypeSwitch).toHaveBeenCalledWith(
+			expect.objectContaining({
+				panelType: PANEL_TYPES.TIME_SERIES,
+				spec: panel.spec,
+				setSpec: mockSetSpec,
+			}),
+		);
+	});
+
+	it('marks a new panel dirty and always serializes its query', () => {
+		setup(makePanel('signoz/TimeSeriesPanel'), { isNew: true });
+
+		expect(mockUseQuerySync).toHaveBeenCalledWith(
+			expect.objectContaining({ alwaysSerializeQuery: true }),
+		);
+		expect(mockHeaderProps).toHaveBeenCalledWith(
+			expect.objectContaining({ isDirty: true }),
+		);
+	});
+
+	it('bakes the live query into the spec on save, then notifies', async () => {
+		const panel = makePanel('signoz/TimeSeriesPanel');
+		setup(panel, { onSaved: baseProps.onSaved });
+
+		await userEvent.click(screen.getByTestId('editor-save'));
+
+		await waitFor(() => expect(baseProps.onSaved).toHaveBeenCalled());
+		expect(mockBuildSaveSpec).toHaveBeenCalledWith(panel.spec);
+		expect(mockSave).toHaveBeenCalledWith(panel.spec);
+	});
+
+	it('renders the list-columns editor only for list panels', () => {
+		setup(makePanel('signoz/ListPanel'));
+		expect(screen.getByTestId('list-columns')).toBeInTheDocument();
+	});
+
+	it('omits the list-columns editor for non-list panels', () => {
+		setup(makePanel('signoz/TimeSeriesPanel'));
+		expect(screen.queryByTestId('list-columns')).not.toBeInTheDocument();
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/hooks/usePanelEditSession.ts

@@ -0,0 +1,119 @@
+import type {
+	DashboardtypesPanelDTO,
+	DashboardtypesPanelSpecDTO,
+	TelemetrytypesSignalDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import type { PANEL_TYPES } from 'constants/queryBuilder';
+import { getPanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/registry';
+import type { RenderablePanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelDefinition';
+import {
+	PANEL_KIND_TO_PANEL_TYPE,
+	type PanelKind,
+} from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
+import {
+	usePanelQuery,
+	type PanelQueryTimeOverride,
+	type UsePanelQueryResult,
+} from 'pages/DashboardPageV2/DashboardContainer/hooks/usePanelQuery';
+
+import { usePanelEditorDraft } from './usePanelEditorDraft';
+import { usePanelEditorQuerySync } from './usePanelEditorQuerySync';
+import { usePanelTypeSwitch } from './usePanelTypeSwitch';
+
+interface UsePanelEditSessionArgs {
+	panel: DashboardtypesPanelDTO;
+	panelId: string;
+	/** Per-view time window (epoch ms); omit to follow the dashboard's global window. */
+	time?: PanelQueryTimeOverride;
+	/** Serialize the live builder query into the spec on save even if unchanged (new panels). */
+	alwaysSerializeQuery?: boolean;
+	/** Seed an empty builder with the kind's default signal (new panels) — off for drilldown. */
+	seedQuerySignal?: boolean;
+}
+
+export interface UsePanelEditSessionReturn {
+	/** Local editable copy of the panel — the preview renders this, not the saved panel. */
+	draft: DashboardtypesPanelDTO;
+	spec: DashboardtypesPanelSpecDTO;
+	setSpec: (next: DashboardtypesPanelSpecDTO) => void;
+	isSpecDirty: boolean;
+	/** Restore the draft to the originally-loaded panel. */
+	reset: () => void;
+	/** Draft kind → V1 panel type (drives the query builder + preview). */
+	panelType: PANEL_TYPES;
+	panelDefinition: RenderablePanelDefinition;
+	/** The kind's first supported signal — seeds new queries/columns. */
+	defaultSignal: TelemetrytypesSignalDTO;
+	/** Shared query result for the draft over the resolved time window. */
+	query: UsePanelQueryResult;
+	/** Stage & run the live builder query into the draft. */
+	runQuery: () => void;
+	isQueryDirty: boolean;
+	/** Bake the live (possibly un-run) query into a spec — for save / editor handoff. */
+	buildSaveSpec: (
+		spec: DashboardtypesPanelSpecDTO,
+	) => DashboardtypesPanelSpecDTO;
+	/** Switch the draft's visualization kind in place (reversible per session). */
+	onChangePanelKind: (kind: PanelKind) => void;
+}
+
+/**
+ * The panel-editing pipeline shared by the full-page editor and the View modal's
+ * drilldown editor: a local draft, its query result over the resolved time window,
+ * the staged-query sync, and the visualization-kind switch. Each consumer layers its
+ * own concerns on top (the editor adds save + list seeding; the modal adds per-view
+ * time isolation + reset). Keeping the wiring here stops the two from drifting.
+ */
+export function usePanelEditSession({
+	panel,
+	panelId,
+	time,
+	alwaysSerializeQuery = false,
+	seedQuerySignal = false,
+}: UsePanelEditSessionArgs): UsePanelEditSessionReturn {
+	const { draft, spec, setSpec, isSpecDirty, reset } =
+		usePanelEditorDraft(panel);
+
+	const panelKind = draft.spec.plugin.kind;
+	const panelDefinition = getPanelDefinition(panelKind);
+	const panelType = PANEL_KIND_TO_PANEL_TYPE[panelKind];
+	const defaultSignal = panelDefinition.supportedSignals[0];
+
+	const query = usePanelQuery({
+		panel: draft,
+		panelId,
+		time,
+		enabled: !!panelDefinition,
+	});
+
+	const { runQuery, isQueryDirty, buildSaveSpec } = usePanelEditorQuerySync({
+		draft,
+		panelType,
+		setSpec,
+		refetch: query.refetch,
+		alwaysSerializeQuery,
+		signal: seedQuerySignal ? defaultSignal : undefined,
+	});
+
+	const { onChangePanelKind } = usePanelTypeSwitch({
+		spec: draft.spec,
+		panelType,
+		setSpec,
+	});
+
+	return {
+		draft,
+		spec,
+		setSpec,
+		isSpecDirty,
+		reset,
+		panelType,
+		panelDefinition,
+		defaultSignal,
+		query,
+		runQuery,
+		isQueryDirty,
+		buildSaveSpec,
+		onChangePanelKind,
+	};
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/index.tsx

@@ -12,13 +12,7 @@ import {
 	type DashboardtypesPanelSpecDTO,
 	TelemetrytypesSignalDTO,
 } from 'api/generated/services/sigNoz.schemas';
-import { PANEL_TYPES } from 'constants/queryBuilder';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { getPanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/registry';
-import {
-	PANEL_KIND_TO_PANEL_TYPE,
-	type PanelKind,
-} from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
 import { getBuilderQueries } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/getBuilderQueries';
 
 import { getExecStats } from '../queryV5/v5ResponseData';
@@ -29,12 +23,9 @@ import layoutStorage from './layoutStorage';
 import PanelEditorQueryBuilder from './PanelEditorQueryBuilder/PanelEditorQueryBuilder';
 import PreviewPane from './PreviewPane/PreviewPane';
 import { useLegendSeries } from './hooks/useLegendSeries';
-import { usePanelQuery } from '../hooks/usePanelQuery';
-import { usePanelEditorDraft } from './hooks/usePanelEditorDraft';
-import { usePanelEditorQuerySync } from './hooks/usePanelEditorQuerySync';
 import { useMetricYAxisUnit } from './hooks/useMetricYAxisUnit';
+import { usePanelEditSession } from './hooks/usePanelEditSession';
 import { usePanelEditorSave } from './hooks/usePanelEditorSave';
-import { usePanelTypeSwitch } from './hooks/usePanelTypeSwitch';
 import { useSeedNewListColumns } from './hooks/useSeedNewListColumns';
 import { useSwitchColumnsOnSignalChange } from './hooks/useSwitchColumnsOnSignalChange';
 import { useTableColumns } from './hooks/useTableColumns';
@@ -70,7 +61,36 @@ function PanelEditorContainer({
 	onClose,
 	onSaved,
 }: PanelEditorContainerProps): JSX.Element {
-	const { draft, spec, setSpec, isSpecDirty } = usePanelEditorDraft(panel);
+	// Shared editing pipeline (draft + query + staged-query sync + kind switch). A new
+	// panel always serializes its seed query and seeds the builder's default signal.
+	const {
+		draft,
+		spec,
+		setSpec,
+		isSpecDirty,
+		panelDefinition,
+		defaultSignal,
+		query,
+		runQuery,
+		isQueryDirty,
+		buildSaveSpec,
+		onChangePanelKind,
+	} = usePanelEditSession({
+		panel,
+		panelId,
+		alwaysSerializeQuery: isNew,
+		seedQuerySignal: true,
+	});
+	const {
+		data,
+		isFetching,
+		isPreviousData,
+		error,
+		cancelQuery,
+		refetch,
+		pagination,
+	} = query;
+
 	// Live query type (the selected tab) — the type switcher disables kinds that can't be
 	// authored in it. Read from the provider, not the spec: a new panel's spec carries no
 	// query until staged, so the spec would lag the tab.
@@ -94,44 +114,7 @@ function PanelEditorContainer({
 		storage: layoutStorage,
 	});
 
-	// Panel kind → V1 panel type, which drives the query builder and preview.
-	const fullKind = draft.spec.plugin.kind;
-	const panelType =
-		(fullKind && PANEL_KIND_TO_PANEL_TYPE[fullKind as PanelKind]) ??
-		PANEL_TYPES.TIME_SERIES;
-
-	// One shared query result for the whole editor; the preview renders it.
-	const panelDefinition = getPanelDefinition(draft.spec.plugin.kind);
-	const {
-		data,
-		isFetching,
-		isPreviousData,
-		error,
-		cancelQuery,
-		refetch,
-		pagination,
-	} = usePanelQuery({
-		panel: draft,
-		panelId,
-		enabled: !!panelDefinition,
-	});
-
-	// A new panel's default signal (its kind's first supported) — seeds the query and columns.
-	const defaultSignal = panelDefinition.supportedSignals[0];
-
-	const { runQuery, isQueryDirty, buildSaveSpec } = usePanelEditorQuerySync({
-		draft,
-		panelType,
-		setSpec,
-		refetch,
-		// New panel's seed query is the builder default, not a real saved query —
-		// always serialize it on save.
-		alwaysSerializeQuery: isNew,
-		signal: defaultSignal,
-	});
-
-	// Switch the panel's visualization kind in place (reversible per session).
-	const { onChangePanelKind } = usePanelTypeSwitch({ spec, panelType, setSpec });
+	const panelKind = draft.spec.plugin.kind;
 
 	// At editor level, not the collapsible FormattingSection, so seeding runs while closed.
 	const formattingUnit = (
@@ -163,7 +146,7 @@ function PanelEditorContainer({
 	// Spec and query dirtiness are tracked independently so query re-serialization
 	// never false-dirties. A new panel is always savable (you're creating it).
 	const isDirty = isNew || isSpecDirty || isQueryDirty;
-	const isListPanel = fullKind === 'signoz/ListPanel';
+	const isListPanel = panelKind === 'signoz/ListPanel';
 	// The builder-query `signal` literal matches the TelemetrytypesSignalDTO enum
 	// values; cast at this boundary (as ConfigPane does) so the columns editor's
 	// field-key lookup is typed.
@@ -253,7 +236,7 @@ function PanelEditorContainer({
 							<ResizableHandle withHandle className={styles.handle} />
 							<ResizablePanel minSize="35%" maxSize="45%" defaultSize="40%">
 								<PanelEditorQueryBuilder
-									panelKind={fullKind}
+									panelKind={panelKind}
 									signal={listSignal}
 									isLoadingQueries={isFetching}
 									onStageRunQuery={runQuery}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/panelEditorHandoff.ts

@@ -0,0 +1,10 @@
+import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+
+/**
+ * Router location state for opening the panel editor pre-loaded with edits instead of
+ * the saved panel. The View modal sets this so "Switch to Edit Mode" carries its
+ * drilldown-edited spec (queries/plugin) into the editor.
+ */
+export interface PanelEditorHandoffState {
+	editSpec?: DashboardtypesPanelSpecDTO;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/Renderer.tsx

@@ -1,7 +1,9 @@
 import { useCallback, useMemo, useRef } from 'react';
 import type { DashboardtypesBarChartPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
 import BarChart from 'container/DashboardContainer/visualization/charts/BarChart/BarChart';
+import ChartManager from 'container/DashboardContainer/visualization/components/ChartManager/ChartManager';
 import TooltipFooter from 'container/DashboardContainer/visualization/panels/components/TooltipFooter';
+import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useResizeObserver } from 'hooks/useDimensions';
 import { IRenderTooltipFooterArgs } from 'lib/uPlotV2/components/types';
@@ -37,6 +39,7 @@ function BarPanelRenderer({
 	onDragSelect,
 	dashboardPreference,
 	panelMode,
+	onCloseStandaloneView,
 }: PanelRendererProps<'signoz/BarChartPanel'>): JSX.Element {
 	const graphRef = useRef<HTMLDivElement>(null);
 	const containerDimensions = useResizeObserver(graphRef);
@@ -114,6 +117,32 @@ function BarPanelRenderer({
 		return resolveLegendPosition(spec.legend?.position);
 	}, [spec.legend?.position]);
 
+	// The standalone View modal shows V1's graph-manager legend below the chart:
+	// Filter Series + per-series show/hide + Save. Series visibility auto-persists to
+	// localStorage (STANDALONE_VIEW selection prefs), keyed by panelId.
+	const layoutChildren = useMemo(
+		() =>
+			panelMode === PanelMode.STANDALONE_VIEW ? (
+				<div className={PanelStyles.chartManagerContainer}>
+					<ChartManager
+						config={config}
+						alignedData={chartData}
+						yAxisUnit={spec.formatting?.unit}
+						decimalPrecision={decimalPrecision}
+						onCancel={onCloseStandaloneView}
+					/>
+				</div>
+			) : null,
+		[
+			panelMode,
+			config,
+			chartData,
+			spec.formatting?.unit,
+			decimalPrecision,
+			onCloseStandaloneView,
+		],
+	);
+
 	const renderTooltipFooter = useCallback(
 		({ isPinned, dismiss }: IRenderTooltipFooterArgs) => (
 			<TooltipFooter id={panelId} isPinned={isPinned} dismiss={dismiss} />
@@ -147,6 +176,7 @@ function BarPanelRenderer({
 						config={config}
 						data={chartData}
 						legendConfig={{ position: legendPosition }}
+						layoutChildren={layoutChildren}
 						groupByPerQuery={groupByPerQuery}
 						canPinTooltip
 						timezone={timezone}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/TimeSeriesPanel/Renderer.tsx

@@ -1,7 +1,9 @@
 import { useCallback, useMemo, useRef } from 'react';
 import type { DashboardtypesTimeSeriesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
 import TimeSeries from 'container/DashboardContainer/visualization/charts/TimeSeries/TimeSeries';
+import ChartManager from 'container/DashboardContainer/visualization/components/ChartManager/ChartManager';
 import TooltipFooter from 'container/DashboardContainer/visualization/panels/components/TooltipFooter';
+import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useResizeObserver } from 'hooks/useDimensions';
 import { IRenderTooltipFooterArgs } from 'lib/uPlotV2/components/types';
@@ -37,6 +39,7 @@ function TimeSeriesPanelRenderer({
 	onDragSelect,
 	dashboardPreference,
 	panelMode,
+	onCloseStandaloneView,
 }: PanelRendererProps<'signoz/TimeSeriesPanel'>): JSX.Element {
 	const graphRef = useRef<HTMLDivElement>(null);
 	const containerDimensions = useResizeObserver(graphRef);
@@ -115,6 +118,32 @@ function TimeSeriesPanelRenderer({
 		return resolveLegendPosition(spec.legend?.position);
 	}, [spec.legend?.position]);
 
+	// The standalone View modal shows V1's graph-manager legend below the chart:
+	// Filter Series + per-series show/hide + Save. Series visibility auto-persists to
+	// localStorage (STANDALONE_VIEW selection prefs), keyed by panelId.
+	const layoutChildren = useMemo(
+		() =>
+			panelMode === PanelMode.STANDALONE_VIEW ? (
+				<div className={PanelStyles.chartManagerContainer}>
+					<ChartManager
+						config={config}
+						alignedData={chartData}
+						yAxisUnit={spec.formatting?.unit}
+						decimalPrecision={decimalPrecision}
+						onCancel={onCloseStandaloneView}
+					/>
+				</div>
+			) : null,
+		[
+			panelMode,
+			config,
+			chartData,
+			spec.formatting?.unit,
+			decimalPrecision,
+			onCloseStandaloneView,
+		],
+	);
+
 	const renderTooltipFooter = useCallback(
 		({ isPinned, dismiss }: IRenderTooltipFooterArgs) => (
 			<TooltipFooter id={panelId} isPinned={isPinned} dismiss={dismiss} />
@@ -148,6 +177,7 @@ function TimeSeriesPanelRenderer({
 						config={config}
 						data={chartData}
 						legendConfig={{ position: legendPosition }}
+						layoutChildren={layoutChildren}
 						groupByPerQuery={groupByPerQuery}
 						canPinTooltip
 						timezone={timezone}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/panel.module.scss

@@ -7,3 +7,7 @@
 	height: 100%;
 	position: relative;
 }
+
+.chartManagerContainer {
+	padding: 36px 0;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/interactions.ts

@@ -22,6 +22,9 @@ export type PanelClickEvent =
 
 type DragSelect = (start: number, end: number) => void;
 
+/** Close the standalone View modal — fired by the chart's graph-manager Save/Cancel. */
+type CloseStandaloneView = () => void;
+
 /**
  * Per-kind interaction props — each kind exposes only the gestures it supports.
  * Keyed by `PanelKind`; `PanelRendererProps<K>` indexes this, so a missing kind
@@ -31,10 +34,12 @@ export type PanelInteractionMap = Record<PanelKind, object> & {
 	'signoz/TimeSeriesPanel': {
 		onClick?: (event: ChartClickEvent) => void;
 		onDragSelect?: DragSelect;
+		onCloseStandaloneView?: CloseStandaloneView;
 	};
 	'signoz/BarChartPanel': {
 		onClick?: (event: ChartClickEvent) => void;
 		onDragSelect?: DragSelect;
+		onCloseStandaloneView?: CloseStandaloneView;
 	};
 	'signoz/HistogramPanel': { onClick?: (event: ChartClickEvent) => void };
 	'signoz/TablePanel': { onClick?: (event: TableClickEvent) => void };
@@ -50,4 +55,5 @@ export type PanelInteractionMap = Record<PanelKind, object> & {
 export interface AnyPanelInteractionProps {
 	onClick?: (event: PanelClickEvent) => void;
 	onDragSelect?: DragSelect;
+	onCloseStandaloneView?: CloseStandaloneView;
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind.ts

@@ -17,3 +17,15 @@ export const PANEL_KIND_TO_PANEL_TYPE: Record<PanelKind, PANEL_TYPES> = {
 	'signoz/HistogramPanel': PANEL_TYPES.HISTOGRAM,
 	'signoz/ListPanel': PANEL_TYPES.LIST,
 };
+
+/**
+ * Reverse of {@link PANEL_KIND_TO_PANEL_TYPE} — the mapping is a bijection, so every
+ * panel kind round-trips. Partial because `PANEL_TYPES` also has types with no V2 kind
+ * (e.g. trace/empty); a lookup on those returns `undefined`.
+ */
+export const PANEL_TYPE_TO_PANEL_KIND: Partial<Record<PANEL_TYPES, PanelKind>> =
+	Object.fromEntries(
+		(Object.entries(PANEL_KIND_TO_PANEL_TYPE) as [PanelKind, PANEL_TYPES][]).map(
+			([kind, type]) => [type, kind],
+		),
+	);

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/drilldown/__tests__/buildViewPanelSpec.test.ts

@@ -0,0 +1,73 @@
+import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { getSwitchedPluginSpec } from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/getSwitchedPluginSpec';
+import { PANEL_TYPE_TO_PANEL_KIND } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
+import { toPerses } from 'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters';
+import type { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import { buildViewPanelSpec } from '../buildViewPanelSpec';
+
+// The query conversion + kind-switch spec builder are tested in their own suites; here we
+// isolate buildViewPanelSpec's branching (same kind vs. kind switch).
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters',
+	() => ({ toPerses: jest.fn(() => [{ kind: 'mock-query' }]) }),
+);
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/PanelEditor/getSwitchedPluginSpec',
+	() => ({ getSwitchedPluginSpec: jest.fn(() => ({ switched: true })) }),
+);
+
+const query = {} as Query;
+
+function specOfKind(kind: string): DashboardtypesPanelSpecDTO {
+	return {
+		plugin: { kind, spec: { formatting: {} } },
+		queries: [],
+		display: { name: 'panel' },
+	} as unknown as DashboardtypesPanelSpecDTO;
+}
+
+describe('PANEL_TYPE_TO_PANEL_KIND', () => {
+	it('is the inverse of the kind→type map', () => {
+		expect(PANEL_TYPE_TO_PANEL_KIND[PANEL_TYPES.VALUE]).toBe(
+			'signoz/NumberPanel',
+		);
+		expect(PANEL_TYPE_TO_PANEL_KIND[PANEL_TYPES.TABLE]).toBe('signoz/TablePanel');
+		expect(PANEL_TYPE_TO_PANEL_KIND[PANEL_TYPES.TIME_SERIES]).toBe(
+			'signoz/TimeSeriesPanel',
+		);
+	});
+});
+
+describe('buildViewPanelSpec', () => {
+	beforeEach(() => jest.clearAllMocks());
+
+	it('keeps the kind and only swaps the queries when the target type matches', () => {
+		const spec = specOfKind('signoz/TimeSeriesPanel');
+		const result = buildViewPanelSpec({
+			spec,
+			query,
+			panelType: PANEL_TYPES.TIME_SERIES,
+		});
+
+		expect(result.plugin.kind).toBe('signoz/TimeSeriesPanel');
+		expect(result.plugin.spec).toBe(spec.plugin.spec);
+		expect(result.queries).toStrictEqual([{ kind: 'mock-query' }]);
+		expect(toPerses).toHaveBeenCalledWith(query, PANEL_TYPES.TIME_SERIES);
+		expect(getSwitchedPluginSpec).not.toHaveBeenCalled();
+	});
+
+	it('switches the kind (Value → Table) and rebuilds the plugin spec', () => {
+		const result = buildViewPanelSpec({
+			spec: specOfKind('signoz/NumberPanel'),
+			query,
+			panelType: PANEL_TYPES.TABLE,
+		});
+
+		expect(result.plugin.kind).toBe('signoz/TablePanel');
+		expect(result.plugin.spec).toStrictEqual({ switched: true });
+		expect(getSwitchedPluginSpec).toHaveBeenCalled();
+		expect(toPerses).toHaveBeenCalledWith(query, PANEL_TYPES.TABLE);
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/drilldown/buildViewPanelSpec.ts

@@ -0,0 +1,52 @@
+import type {
+	DashboardtypesPanelPluginDTO,
+	DashboardtypesPanelSpecDTO,
+	TelemetrytypesSignalDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import type { PANEL_TYPES } from 'constants/queryBuilder';
+import { getSwitchedPluginSpec } from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/getSwitchedPluginSpec';
+import {
+	PANEL_TYPE_TO_PANEL_KIND,
+	type PanelKind,
+} from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
+import { toPerses } from 'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters';
+import type { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import { getBuilderQueries } from '../getBuilderQueries';
+
+/**
+ * Bakes a V1 query + target panel type into a View-modal spec (drilldown seed + URL re-hydration).
+ * When `panelType` maps to a different kind than the panel's (e.g. a breakout turns Value → Table),
+ * the kind is switched via the editor's `getSwitchedPluginSpec` so it opens with populated config.
+ */
+export function buildViewPanelSpec({
+	spec,
+	query,
+	panelType,
+}: {
+	spec: DashboardtypesPanelSpecDTO;
+	query: Query;
+	panelType: PANEL_TYPES;
+}): DashboardtypesPanelSpecDTO {
+	const queries = toPerses(query, panelType);
+	const currentKind = spec.plugin.kind as PanelKind;
+	const newKind = PANEL_TYPE_TO_PANEL_KIND[panelType] ?? currentKind;
+
+	if (newKind === currentKind) {
+		return { ...spec, queries };
+	}
+
+	// The plugin cast mirrors the editor's type-switch — a dynamically chosen kind can't be
+	// correlated with its spec statically.
+	const signal = getBuilderQueries(spec.queries)[0]
+		?.signal as TelemetrytypesSignalDTO;
+	return {
+		...spec,
+		plugin: {
+			...spec.plugin,
+			kind: newKind,
+			spec: getSwitchedPluginSpec(spec, newKind, signal),
+		} as DashboardtypesPanelPluginDTO,
+		queries,
+	};
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelActionsMenu/__tests__/usePanelActionItems.test.tsx

@@ -14,6 +14,19 @@ jest.mock(
 	}),
 );
 
+const mockOpenView = jest.fn();
+jest.mock('../../hooks/useViewPanel', () => ({
+	useViewPanel: (): {
+		openView: jest.Mock;
+		closeView: jest.Mock;
+		expandedPanelId: string | null;
+	} => ({
+		openView: mockOpenView,
+		closeView: jest.fn(),
+		expandedPanelId: null,
+	}),
+}));
+
 const mockMovePanel = jest.fn();
 jest.mock('../../hooks/useMovePanelToSection', () => ({
 	useMovePanelToSection: (): jest.Mock => mockMovePanel,
@@ -264,18 +277,13 @@ describe('usePanelActionItems', () => {
 		});
 	});
 
-	it('not-yet-implemented actions (view) fire the placeholder alert with the feature name', () => {
-		const alertSpy = jest.spyOn(window, 'alert').mockImplementation(() => {});
+	it('view opens the View modal for the panel', () => {
 		const { result } = renderHook(() => usePanelActionItems(baseArgs));
-
 		const view = result.current.items.find(
 			(i) => 'key' in i && i.key === 'view-panel',
 		);
 		(view as { onClick: () => void }).onClick();
-
-		expect(alertSpy).toHaveBeenCalledTimes(1);
-		expect(alertSpy).toHaveBeenCalledWith('View option clicked');
-		alertSpy.mockRestore();
+		expect(mockOpenView).toHaveBeenCalledWith('panel-1');
 	});
 
 	it('create-alert seeds an alert from this panel', () => {

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelActionsMenu/usePanelActionItems.tsx

@@ -30,6 +30,7 @@ import {
 	type MovePanelArgs,
 	useMovePanelToSection,
 } from '../hooks/useMovePanelToSection';
+import { useViewPanel } from '../hooks/useViewPanel';
 import { PANEL_ACTION_META } from './panelActionMeta';
 
 // Stable fallback so renders without layout context don't churn the mutation
@@ -146,6 +147,7 @@ export function usePanelActionItems({
 	const isEditable = useDashboardStore((s) => s.isEditable);
 	const openPanelEditor = useOpenPanelEditor();
 	const createAlert = useCreateAlertFromPanel();
+	const { openView } = useViewPanel();
 
 	// Mutations are store-backed (dashboardId/refetch) — the layout tree only
 	// supplies data (`sections`), so no callbacks are threaded through it.
@@ -178,7 +180,7 @@ export function usePanelActionItems({
 				key: 'view-panel',
 				label: 'View',
 				icon: <Fullscreen size={14} />,
-				onClick: (): void => notImplementedYet('View'),
+				onClick: (): void => openView(panelId),
 			});
 		}
 		if (isEditable && canEditWidget && panelCapabilities.edit) {
@@ -263,6 +265,7 @@ export function usePanelActionItems({
 		panelActions,
 		sections,
 		panelId,
+		openView,
 		openPanelEditor,
 		createAlert,
 		movePanel,

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelBody/PanelBody.tsx

@@ -35,6 +35,8 @@ interface PanelBodyProps {
 	searchTerm?: string;
 	/** Server-side paging handles — only consumed by raw/list renderers. */
 	pagination?: PanelPagination;
+	/** Close the standalone View modal — only consumed by the time-series/bar graph manager. */
+	onCloseStandaloneView?: () => void;
 }
 
 /**
@@ -55,6 +57,7 @@ function PanelBody({
 	panelMode = PanelMode.DASHBOARD_VIEW,
 	searchTerm,
 	pagination,
+	onCloseStandaloneView,
 }: PanelBodyProps): JSX.Element {
 	// A retained response (keepPreviousData) counts as data only if its type matches the current
 	// request — else a prior panel kind's response (time_series → raw) flashes NoData on switch.
@@ -121,6 +124,7 @@ function PanelBody({
 				dashboardPreference={dashboardPreference}
 				searchTerm={searchTerm}
 				pagination={pagination}
+				onCloseStandaloneView={onCloseStandaloneView}
 			/>
 		</div>
 	);

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelHeader/PanelHeaderSearch.module.scss

@@ -1,9 +1,17 @@
 // Expanded state: a compact input that fits the header row.
 .input {
-	width: 180px;
+	width: min(100%, 320px);
+	height: 24px;
 }
 
 .clear {
 	--button-height: 18px;
+	--button-width: 18px;
 	--button-padding: 0;
 }
+
+.searchTrigger {
+	--button-width: 24px;
+	--button-height: 24px;
+	--button-padding: 4px;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelHeader/PanelHeaderSearch.tsx

@@ -43,6 +43,7 @@ function PanelHeaderSearch({
 					color="secondary"
 					size="icon"
 					onClick={(): void => setExpanded(true)}
+					className={styles.searchTrigger}
 					data-testid="panel-header-search-trigger"
 					aria-label="Search"
 				>

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/ViewPanelModal/ViewPanelModal.module.scss

@@ -0,0 +1,63 @@
+@use '../../../../../../styles/scrollbar' as *;
+
+.modal {
+	:global(.ant-modal-body) {
+		padding: 0px;
+	}
+}
+
+// Truncate a long panel name so the header stays on one line; the wrapping tooltip
+// then surfaces the full name on hover.
+.title {
+	display: inline-block;
+	max-width: 100%;
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	vertical-align: bottom;
+}
+
+// Tall, fixed-height column so the renderer's resize observer measures real
+// dimensions — the chart self-sizes to fill whatever space it's given.
+.content {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+	height: 78vh;
+	overflow: auto;
+	padding: 12px;
+
+	@include custom-scrollbar;
+}
+
+.queryBuilder {
+	flex: 0 0 auto;
+	overflow: auto;
+	display: flex;
+	flex-direction: column;
+}
+
+.toolbar {
+	display: flex;
+	align-items: center;
+	justify-content: flex-end;
+	gap: 8px;
+	flex: 0 0 auto;
+}
+
+.toolbarTime {
+	display: flex;
+	align-items: center;
+	gap: 4px;
+}
+
+.body {
+	display: flex;
+	flex-direction: column;
+	flex: 1 1 auto;
+	min-height: 480px;
+}
+
+.panelTypeSelector {
+	width: 240px;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/ViewPanelModal/ViewPanelModal.tsx

@@ -0,0 +1,52 @@
+import { TooltipSimple } from '@signozhq/ui/tooltip';
+import { Typography } from '@signozhq/ui/typography';
+import { Modal } from 'antd';
+import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
+
+import ViewPanelModalContent from './ViewPanelModalContent';
+import styles from './ViewPanelModal.module.scss';
+
+interface ViewPanelModalProps {
+	/**
+	 * The expanded panel and its id. Absent while the modal is closed — a single
+	 * host instance lives at the layout level and only carries a panel when open.
+	 */
+	panel?: DashboardtypesPanelDTO;
+	panelId?: string;
+	open: boolean;
+	onClose: () => void;
+}
+
+function ViewPanelModal({
+	panel,
+	panelId,
+	open,
+	onClose,
+}: ViewPanelModalProps): JSX.Element {
+	const name = panel?.spec.display.name ?? '';
+
+	return (
+		<Modal
+			open={open}
+			onCancel={onClose}
+			footer={null}
+			centered
+			width="85%"
+			destroyOnClose
+			className={styles.modal}
+			title={
+				<TooltipSimple title={name} arrow>
+					<Typography.Text className={styles.title}>
+						{name} - (View mode)
+					</Typography.Text>
+				</TooltipSimple>
+			}
+		>
+			{open && panel && panelId && (
+				<ViewPanelModalContent panel={panel} panelId={panelId} onClose={onClose} />
+			)}
+		</Modal>
+	);
+}
+
+export default ViewPanelModal;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/ViewPanelModal/ViewPanelModalContent.tsx

@@ -0,0 +1,125 @@
+import { useMemo } from 'react';
+import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
+import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
+import { DashboardCursorSync } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+import PanelEditorQueryBuilder from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/PanelEditorQueryBuilder/PanelEditorQueryBuilder';
+import PreviewPane from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/PreviewPane/PreviewPane';
+import type { DashboardPreference } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/rendererProps';
+import { useOpenPanelEditor } from 'pages/DashboardPageV2/DashboardContainer/hooks/useOpenPanelEditor';
+
+import { usePanelInteractions } from '../hooks/usePanelInteractions';
+import ViewPanelModalHeader from './ViewPanelModalHeader';
+import { useViewPanelMode } from './useViewPanelMode';
+import { useViewPanelTimeWindow } from './useViewPanelTimeWindow';
+import styles from './ViewPanelModal.module.scss';
+
+interface ViewPanelModalContentProps {
+	panel: DashboardtypesPanelDTO;
+	panelId: string;
+	/** Close the modal — wired to the graph manager's Save/Cancel. */
+	onClose: () => void;
+}
+
+/**
+ * Body of the View modal: a compact drilldown editor. It renders an editable draft of
+ * the panel (preview) over a per-view time window plus the shared query builder, so the
+ * user can tweak + Stage & Run without touching the dashboard. Edits are temporary.
+ */
+function ViewPanelModalContent({
+	panel,
+	panelId,
+	onClose,
+}: ViewPanelModalContentProps): JSX.Element | null {
+	const {
+		timeOverride,
+		selectedInterval,
+		onTimeChange,
+		refreshWindow,
+		onDragSelect,
+	} = useViewPanelTimeWindow();
+
+	const {
+		draft,
+		panelDefinition,
+		signal,
+		queryType,
+		query,
+		runQuery,
+		onChangePanelKind,
+		resetQuery,
+		buildSaveSpec,
+	} = useViewPanelMode({ panel, panelId, time: timeOverride });
+	const { data, isFetching, error, refetch, cancelQuery, pagination } = query;
+
+	// Drag-to-zoom stays inside the modal; opt the chart out of the dashboard's
+	// cursor-sync group so a drag here can't replay onto the grid panels.
+	const { dashboardPreference } = usePanelInteractions();
+	const isolatedPreference = useMemo<DashboardPreference>(
+		() => ({ ...dashboardPreference, syncMode: DashboardCursorSync.None }),
+		[dashboardPreference],
+	);
+	const openPanelEditor = useOpenPanelEditor();
+
+	// The View action only appears for registered kinds, so this is defensive.
+	if (!panelDefinition) {
+		return null;
+	}
+
+	return (
+		<div className={styles.content} data-testid="view-panel-modal-content">
+			<ViewPanelModalHeader
+				selectedInterval={selectedInterval}
+				startMs={timeOverride.startMs}
+				endMs={timeOverride.endMs}
+				onTimeChange={onTimeChange}
+				isFetching={isFetching}
+				onRefresh={(): void => {
+					// Relative windows re-anchor to now (new key → refetch); a fixed
+					// custom window just re-runs the same query.
+					if (selectedInterval === 'custom') {
+						refetch();
+					} else {
+						refreshWindow();
+					}
+				}}
+				onSwitchToEdit={(): void =>
+					// Carry the drilldown edits so the editor opens on them, not the saved panel.
+					openPanelEditor(panelId, { editSpec: buildSaveSpec(draft.spec) })
+				}
+				panelKind={draft.spec.plugin.kind}
+				queryType={queryType}
+				signal={signal}
+				onChangePanelKind={onChangePanelKind}
+				onResetQuery={resetQuery}
+			/>
+			<div className={styles.queryBuilder}>
+				<PanelEditorQueryBuilder
+					panelKind={draft.spec.plugin.kind}
+					signal={signal}
+					isLoadingQueries={isFetching}
+					onStageRunQuery={runQuery}
+					onCancelQuery={cancelQuery}
+				/>
+			</div>
+			<div className={styles.body}>
+				<PreviewPane
+					panelId={panelId}
+					panel={draft}
+					panelDefinition={panelDefinition}
+					data={data}
+					isFetching={isFetching}
+					error={error}
+					refetch={refetch}
+					onDragSelect={onDragSelect}
+					pagination={pagination}
+					panelMode={PanelMode.STANDALONE_VIEW}
+					dashboardPreference={isolatedPreference}
+					onCloseStandaloneView={onClose}
+					hideHeader
+				/>
+			</div>
+		</div>
+	);
+}
+
+export default ViewPanelModalContent;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/ViewPanelModal/ViewPanelModalHeader.tsx

@@ -0,0 +1,123 @@
+import { PenLine, RotateCw } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import type { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
+import cx from 'classnames';
+import DateTimeSelectionV2 from 'container/TopNav/DateTimeSelectionV2';
+import type {
+	CustomTimeType,
+	Time,
+} from 'container/TopNav/DateTimeSelectionV2/types';
+import { usePanelTypeSelectItems } from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/PanelTypeSwitcher/usePanelTypeSelectItems';
+import ConfigSelect from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/controls/ConfigSelect/ConfigSelect';
+import type { PanelKind } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
+import type { EQueryType } from 'types/common/dashboard';
+
+import styles from './ViewPanelModal.module.scss';
+
+interface ViewPanelModalHeaderProps {
+	selectedInterval: Time | CustomTimeType;
+	/** Current window bounds (epoch ms) — seed the picker's modal display. */
+	startMs: number;
+	endMs: number;
+	onTimeChange: (
+		interval: Time | CustomTimeType,
+		range?: [number, number],
+	) => void;
+	/** Any query in flight — spins the refresh icon and disables it. */
+	isFetching: boolean;
+	onRefresh: () => void;
+	onSwitchToEdit: () => void;
+	/** Draft's current kind (selected value of the panel-type selector). */
+	panelKind: PanelKind;
+	/**
+	 * The active query-builder tab (Query Builder / PromQL / ClickHouse). The type
+	 * selector greys out kinds that can't be authored in it — e.g. List is
+	 * Query-Builder-only, so PromQL/ClickHouse disable it.
+	 */
+	queryType: EQueryType;
+	/** Current builder datasource — greys out kinds that don't support it (e.g. List needs logs/traces, not metrics). */
+	signal: TelemetrytypesSignalDTO;
+	onChangePanelKind: (kind: PanelKind) => void;
+	/** Restore the saved query + kind (drilldown reset). */
+	onResetQuery: () => void;
+}
+
+/**
+ * Toolbar for the View modal: reset the drilldown, open the full editor, switch the
+ * visualization kind, pick a per-view time window (isolated from the dashboard), and
+ * refresh. Mirrors V1's FullView header controls.
+ */
+function ViewPanelModalHeader({
+	selectedInterval,
+	startMs,
+	endMs,
+	onTimeChange,
+	isFetching,
+	onRefresh,
+	onSwitchToEdit,
+	panelKind,
+	queryType,
+	signal,
+	onChangePanelKind,
+	onResetQuery,
+}: ViewPanelModalHeaderProps): JSX.Element {
+	// Same capabilities-guarded options as the editor's PanelTypeSwitcher, so the two
+	// selectors disable the same kinds (e.g. List under PromQL, metrics-only kinds).
+	const panelTypeItems = usePanelTypeSelectItems({ queryType, signal });
+
+	return (
+		<div className={styles.toolbar}>
+			<div className={styles.panelTypeSelector}>
+				<ConfigSelect<PanelKind>
+					testId="view-panel-type-selector"
+					value={panelKind}
+					items={panelTypeItems}
+					onChange={onChangePanelKind}
+				/>
+			</div>
+			<Button
+				variant="outlined"
+				color="secondary"
+				prefix={<PenLine />}
+				onClick={onSwitchToEdit}
+				data-testid="view-panel-switch-to-edit"
+			>
+				Switch to Edit Mode
+			</Button>
+			<Button
+				variant="link"
+				color="primary"
+				onClick={onResetQuery}
+				data-testid="view-panel-reset-query"
+			>
+				Reset Query
+			</Button>
+			<div className={styles.toolbarTime}>
+				<DateTimeSelectionV2
+					showAutoRefresh={false}
+					showRefreshText={false}
+					hideShareModal
+					isModalTimeSelection
+					disableUrlSync
+					onTimeChange={onTimeChange}
+					modalSelectedInterval={selectedInterval as Time}
+					modalInitialStartTime={startMs}
+					modalInitialEndTime={endMs}
+				/>
+				<Button
+					size="icon"
+					variant="solid"
+					color="primary"
+					onClick={onRefresh}
+					disabled={isFetching}
+					aria-label="Refresh"
+					data-testid="view-panel-refresh"
+				>
+					<RotateCw className={cx({ 'animate-spin': isFetching })} />
+				</Button>
+			</div>
+		</div>
+	);
+}
+
+export default ViewPanelModalHeader;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/ViewPanelModal/useViewPanelMode.ts

@@ -0,0 +1,139 @@
+import { useCallback, useMemo } from 'react';
+import type {
+	DashboardtypesPanelDTO,
+	DashboardtypesPanelSpecDTO,
+	TelemetrytypesSignalDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { QueryParams } from 'constants/query';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { useGetCompositeQueryParam } from 'hooks/queryBuilder/useGetCompositeQueryParam';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import useUrlQuery from 'hooks/useUrlQuery';
+import { usePanelEditSession } from 'pages/DashboardPageV2/DashboardContainer/PanelEditor/hooks/usePanelEditSession';
+import type { RenderablePanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelDefinition';
+import {
+	PANEL_KIND_TO_PANEL_TYPE,
+	type PanelKind,
+} from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
+import { resolveSignal } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/getBuilderQueries';
+import { buildViewPanelSpec } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/drilldown/buildViewPanelSpec';
+import { fromPerses } from 'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters';
+import {
+	type PanelQueryTimeOverride,
+	type UsePanelQueryResult,
+} from 'pages/DashboardPageV2/DashboardContainer/hooks/usePanelQuery';
+import type { EQueryType } from 'types/common/dashboard';
+
+interface UseViewPanelModeArgs {
+	panel: DashboardtypesPanelDTO;
+	panelId: string;
+	/** Per-view time window (epoch ms); isolates the preview from the dashboard. */
+	time: PanelQueryTimeOverride;
+}
+
+export interface UseViewPanelModeReturn {
+	/** Local editable copy of the panel — the preview renders this, not the saved panel. */
+	draft: DashboardtypesPanelDTO;
+	/** Resolved renderer for the draft's current kind (registry always resolves a kind). */
+	panelDefinition: RenderablePanelDefinition;
+	/**
+	 * Builder datasource driving the query builder and the panel-type selector's
+	 * disabled rule. Resolved from the query, falling back to the kind's default
+	 * signal, so it's always defined.
+	 */
+	signal: TelemetrytypesSignalDTO;
+	/** Active query type (selected builder tab) — drives the panel-type selector's disabled rule. */
+	queryType: EQueryType;
+	/** Query result for the draft over the per-view window. */
+	query: UsePanelQueryResult;
+	/** Stage & run the live builder query into the draft (drilldown; not persisted). */
+	runQuery: () => void;
+	/** Switch the draft's visualization kind (temporary; reversible per session). */
+	onChangePanelKind: (kind: PanelKind) => void;
+	/** Restore the query the view opened with, discarding in-modal edits. */
+	resetQuery: () => void;
+	/** Bake the live (possibly un-run) query into a spec — used to hand edits to the full editor. */
+	buildSaveSpec: (
+		spec: DashboardtypesPanelSpecDTO,
+	) => DashboardtypesPanelSpecDTO;
+}
+
+/**
+ * The View modal's compact drilldown editor on the shared `usePanelEditSession`. Edits are
+ * temporary — they live in the builder/URL + draft, never the dashboard (V1 parity).
+ */
+export function useViewPanelMode({
+	panel,
+	panelId,
+	time,
+}: UseViewPanelModeArgs): UseViewPanelModeReturn {
+	const { currentQuery, redirectWithQueryBuilderData } = useQueryBuilder();
+
+	// Seed the draft from the URL (`compositeQuery` + `graphType`) when present, else the saved
+	// panel — mount-only, so a refresh re-seeds from the URL and in-modal edits survive (V1 parity).
+	const urlQuery = useGetCompositeQueryParam();
+	const urlGraphType = useUrlQuery().get(
+		QueryParams.graphType,
+	) as PANEL_TYPES | null;
+	const initialPanel = useMemo<DashboardtypesPanelDTO>(
+		() =>
+			urlQuery
+				? {
+						...panel,
+						spec: buildViewPanelSpec({
+							spec: panel.spec,
+							query: urlQuery,
+							panelType:
+								urlGraphType ?? PANEL_KIND_TO_PANEL_TYPE[panel.spec.plugin.kind],
+						}),
+					}
+				: panel,
+		// eslint-disable-next-line react-hooks/exhaustive-deps -- mount-only seed from the URL
+		[],
+	);
+
+	const {
+		draft,
+		panelDefinition,
+		defaultSignal,
+		query,
+		runQuery,
+		onChangePanelKind,
+		buildSaveSpec,
+		reset,
+	} = usePanelEditSession({ panel: initialPanel, panelId, time });
+
+	// The query the view opened with, captured once — the Reset target.
+	const savedQuery = useMemo(
+		() =>
+			fromPerses(
+				panel.spec.queries,
+				PANEL_KIND_TO_PANEL_TYPE[panel.spec.plugin.kind],
+			),
+		// eslint-disable-next-line react-hooks/exhaustive-deps -- mount-only snapshot
+		[],
+	);
+
+	const resetQuery = useCallback((): void => {
+		reset();
+		redirectWithQueryBuilderData(savedQuery);
+	}, [reset, redirectWithQueryBuilderData, savedQuery]);
+
+	// Current builder datasource — resolved the same way as the full editor's
+	// ConfigPane so the two selectors stay in sync, then defaulted to the kind's first
+	// signal (PromQL/ClickHouse carry none) so the query builder always has one.
+	const signal =
+		resolveSignal(draft.spec.queries, defaultSignal) ?? defaultSignal;
+
+	return {
+		draft,
+		panelDefinition,
+		signal,
+		queryType: currentQuery.queryType,
+		query,
+		runQuery,
+		onChangePanelKind,
+		resetQuery,
+		buildSaveSpec,
+	};
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/ViewPanelModal/useViewPanelTimeWindow.ts

@@ -0,0 +1,108 @@
+import { useCallback, useMemo, useState } from 'react';
+// eslint-disable-next-line no-restricted-imports -- global time still lives in redux
+import { useSelector } from 'react-redux';
+import type {
+	CustomTimeType,
+	Time,
+} from 'container/TopNav/DateTimeSelectionV2/types';
+import GetMinMax from 'lib/getMinMax';
+import type { PanelQueryTimeOverride } from 'pages/DashboardPageV2/DashboardContainer/hooks/usePanelQuery';
+import { AppState } from 'store/reducers';
+import { GlobalReducer } from 'types/reducer/globalTime';
+
+const NS_PER_MS = 1e6;
+
+export interface ViewPanelTimeWindow {
+	/** Absolute window (epoch ms) to pass to usePanelQuery as a time override. */
+	timeOverride: PanelQueryTimeOverride;
+	/** Interval shown in the picker — a relative `Time` or `'custom'`. */
+	selectedInterval: Time | CustomTimeType;
+	/** Apply a selection from DateTimeSelectionV2 (modal mode). */
+	onTimeChange: (
+		interval: Time | CustomTimeType,
+		range?: [number, number],
+	) => void;
+	/** Re-anchor a relative window to "now" (manual refresh); no-op for custom. */
+	refreshWindow: () => void;
+	/** Drag-to-zoom on a time chart → set a custom window locally (not the dashboard's). */
+	onDragSelect: (start: number, end: number) => void;
+}
+
+/**
+ * Per-view time window for the panel View modal, isolated from the dashboard's
+ * global time (V1 parity: the modal's time selector doesn't move the grid). Seeded
+ * once from the current global window, then owned locally. Relative intervals
+ * resolve to an absolute ms window via the same `GetMinMax` the app-wide picker uses.
+ */
+export function useViewPanelTimeWindow(): ViewPanelTimeWindow {
+	const { selectedTime, minTime, maxTime } = useSelector<
+		AppState,
+		GlobalReducer
+	>((state) => state.globalTime);
+
+	const [selectedInterval, setSelectedInterval] = useState<
+		Time | CustomTimeType
+	>(selectedTime as Time);
+	const [timeOverride, setTimeOverride] = useState<PanelQueryTimeOverride>(
+		() => ({
+			startMs: Math.floor(minTime / NS_PER_MS),
+			endMs: Math.floor(maxTime / NS_PER_MS),
+		}),
+	);
+
+	const onTimeChange = useCallback(
+		(interval: Time | CustomTimeType, range?: [number, number]): void => {
+			setSelectedInterval(interval);
+			// Absolute range comes through directly (already epoch ms).
+			if (interval === 'custom' && range) {
+				setTimeOverride({
+					startMs: Math.floor(range[0]),
+					endMs: Math.floor(range[1]),
+				});
+				return;
+			}
+			// GetMinMax returns nanoseconds — convert to the ms window we work in.
+			const { minTime: startNs, maxTime: endNs } = GetMinMax(interval);
+			setTimeOverride({
+				startMs: Math.floor(startNs / NS_PER_MS),
+				endMs: Math.floor(endNs / NS_PER_MS),
+			});
+		},
+		[],
+	);
+
+	const refreshWindow = useCallback((): void => {
+		// A custom window is fixed; only relative intervals re-anchor to now.
+		if (selectedInterval === 'custom') {
+			return;
+		}
+		const { minTime: startNs, maxTime: endNs } = GetMinMax(selectedInterval);
+		setTimeOverride({
+			startMs: Math.floor(startNs / NS_PER_MS),
+			endMs: Math.floor(endNs / NS_PER_MS),
+		});
+	}, [selectedInterval]);
+
+	const onDragSelect = useCallback((start: number, end: number): void => {
+		// Drag values are already epoch ms (same as the global custom range).
+		const startMs = Math.floor(start);
+		const endMs = Math.floor(end);
+		// Ignore a click / zero-width or inverted selection.
+		if (startMs >= endMs) {
+			return;
+		}
+		setSelectedInterval('custom');
+		setTimeOverride({ startMs, endMs });
+	}, []);
+
+	return useMemo(
+		() => ({
+			timeOverride,
+			selectedInterval,
+			onTimeChange,
+			refreshWindow,
+			onDragSelect,
+		}),
+		[timeOverride, selectedInterval, onTimeChange, refreshWindow, onDragSelect],
+	);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/__tests__/ViewPanelModal.test.tsx

@@ -0,0 +1,177 @@
+import { TooltipProvider } from '@signozhq/ui/tooltip';
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import type { ReactElement } from 'react';
+import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
+import { DashboardCursorSync } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+
+import ViewPanelModal from '../ViewPanelModal/ViewPanelModal';
+
+// The preview reuses the edit page's PreviewPane (chart + header + heavy render
+// path); stub it (capturing props) so this suite asserts the modal shell + what it
+// threads down, not the preview internals (PreviewPane/PanelHeader own those).
+const mockPreviewPaneRender = jest.fn();
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/PanelEditor/PreviewPane/PreviewPane',
+	() =>
+		function MockPreviewPane(props: Record<string, unknown>): ReactElement {
+			mockPreviewPaneRender(props);
+			return <div data-testid="preview-pane" />;
+		},
+);
+
+// Isolate from the draft/query-builder plumbing (its own suite covers it).
+jest.mock('../ViewPanelModal/useViewPanelMode', () => ({
+	useViewPanelMode: (args: {
+		panel: { spec: { plugin: { kind: string } } };
+	}): unknown => {
+		const { kind } = args.panel.spec.plugin;
+		return {
+			draft: args.panel,
+			panelDefinition: {
+				kind,
+				actions: { search: kind === 'signoz/ListPanel' },
+				Renderer: (): null => null,
+			},
+			query: {
+				data: { response: undefined, requestPayload: undefined, legendMap: {} },
+				isLoading: false,
+				isFetching: false,
+				error: null,
+				refetch: jest.fn(),
+				cancelQuery: jest.fn(),
+				pagination: undefined,
+			},
+			runQuery: jest.fn(),
+			onChangePanelKind: jest.fn(),
+			resetQuery: jest.fn(),
+			signal: 'logs',
+			buildSaveSpec: (spec: unknown): unknown => spec,
+		};
+	},
+}));
+
+// The View modal reuses the edit page's query builder, which reads the global
+// QueryBuilder context and pulls in the ClickHouse/PromQL editors; stub it here.
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/PanelEditor/PanelEditorQueryBuilder/PanelEditorQueryBuilder',
+	() =>
+		function MockPanelEditorQueryBuilder(): ReactElement {
+			return <div data-testid="panel-editor-v2-query-builder" />;
+		},
+);
+
+jest.mock('../hooks/usePanelInteractions', () => ({
+	usePanelInteractions: (): unknown => ({
+		onDragSelect: jest.fn(),
+		dashboardPreference: { syncMode: 0 },
+	}),
+}));
+
+// The header mounts DateTimeSelectionV2 (redux + router + heavy deps); stub it so
+// this suite asserts the modal body, not the toolbar internals.
+jest.mock(
+	'../ViewPanelModal/ViewPanelModalHeader',
+	() =>
+		function MockViewPanelModalHeader(): ReactElement {
+			return <div data-testid="view-panel-header" />;
+		},
+);
+
+jest.mock('../ViewPanelModal/useViewPanelTimeWindow', () => ({
+	useViewPanelTimeWindow: (): unknown => ({
+		timeOverride: { startMs: 0, endMs: 0 },
+		selectedInterval: '5m',
+		onTimeChange: jest.fn(),
+		refreshWindow: jest.fn(),
+		onDragSelect: jest.fn(),
+	}),
+}));
+
+const mockOpenEditor = jest.fn();
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/hooks/useOpenPanelEditor',
+	() => ({
+		useOpenPanelEditor: (): jest.Mock => mockOpenEditor,
+	}),
+);
+
+const renderWithProvider = (ui: ReactElement): ReturnType<typeof render> =>
+	render(<TooltipProvider>{ui}</TooltipProvider>);
+
+function makePanel(kind: string, name = 'My panel'): DashboardtypesPanelDTO {
+	return {
+		kind: 'Panel',
+		spec: {
+			display: { name },
+			plugin: { kind, spec: {} },
+			queries: [],
+		},
+	} as unknown as DashboardtypesPanelDTO;
+}
+
+describe('ViewPanelModal', () => {
+	it('renders nothing until opened', () => {
+		renderWithProvider(
+			<ViewPanelModal
+				panel={makePanel('signoz/TimeSeriesPanel')}
+				panelId="p1"
+				open={false}
+				onClose={jest.fn()}
+			/>,
+		);
+		expect(
+			screen.queryByTestId('view-panel-modal-content'),
+		).not.toBeInTheDocument();
+	});
+
+	it('renders the header, query builder, and preview when open', () => {
+		renderWithProvider(
+			<ViewPanelModal
+				panel={makePanel('signoz/TimeSeriesPanel', 'CPU usage')}
+				panelId="p1"
+				open
+				onClose={jest.fn()}
+			/>,
+		);
+		expect(screen.getByTestId('view-panel-modal-content')).toBeInTheDocument();
+		expect(screen.getByTestId('view-panel-header')).toBeInTheDocument();
+		expect(
+			screen.getByTestId('panel-editor-v2-query-builder'),
+		).toBeInTheDocument();
+		expect(screen.getByTestId('preview-pane')).toBeInTheDocument();
+	});
+
+	it('invokes onClose when the modal is dismissed', async () => {
+		const user = userEvent.setup();
+		const onClose = jest.fn();
+		renderWithProvider(
+			<ViewPanelModal
+				panel={makePanel('signoz/TimeSeriesPanel')}
+				panelId="p1"
+				open
+				onClose={onClose}
+			/>,
+		);
+		await user.click(screen.getByLabelText('Close'));
+		expect(onClose).toHaveBeenCalled();
+	});
+
+	// Charts share one global cursor-sync key and uPlot replays drag across the
+	// group; the modal must opt out so a drag here can't move the dashboard's time.
+	it('opts the chart out of the dashboard cursor-sync group', () => {
+		mockPreviewPaneRender.mockClear();
+		renderWithProvider(
+			<ViewPanelModal
+				panel={makePanel('signoz/TimeSeriesPanel')}
+				panelId="p1"
+				open
+				onClose={jest.fn()}
+			/>,
+		);
+		const props = mockPreviewPaneRender.mock.calls.at(-1)?.[0] as {
+			dashboardPreference?: { syncMode?: unknown };
+		};
+		expect(props.dashboardPreference?.syncMode).toBe(DashboardCursorSync.None);
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/__tests__/useViewPanelTimeWindow.test.ts

@@ -0,0 +1,93 @@
+import { act, renderHook } from '@testing-library/react';
+import GetMinMax from 'lib/getMinMax';
+
+import { useViewPanelTimeWindow } from '../ViewPanelModal/useViewPanelTimeWindow';
+
+const NS_PER_MS = 1e6;
+
+// Global time is stored in nanoseconds; the hook must surface milliseconds.
+const mockState = {
+	globalTime: {
+		selectedTime: '6h',
+		minTime: 6_000_000 * NS_PER_MS,
+		maxTime: 7_000_000 * NS_PER_MS,
+	},
+};
+
+jest.mock('react-redux', () => ({
+	useSelector: (selector: (s: unknown) => unknown): unknown =>
+		selector(mockState),
+}));
+
+jest.mock('lib/getMinMax', () => ({
+	__esModule: true,
+	default: jest.fn(),
+}));
+
+const mockGetMinMax = GetMinMax as unknown as jest.Mock;
+
+describe('useViewPanelTimeWindow', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	it('seeds the window from global time, converting ns → ms', () => {
+		const { result } = renderHook(() => useViewPanelTimeWindow());
+
+		expect(result.current.timeOverride).toStrictEqual({
+			startMs: mockState.globalTime.minTime / NS_PER_MS,
+			endMs: mockState.globalTime.maxTime / NS_PER_MS,
+		});
+		expect(result.current.selectedInterval).toBe('6h');
+	});
+
+	it('converts GetMinMax (ns) to ms on a relative selection', () => {
+		mockGetMinMax.mockReturnValue({
+			minTime: 1_700_000_000_000 * NS_PER_MS,
+			maxTime: 1_700_000_300_000 * NS_PER_MS,
+		});
+		const { result } = renderHook(() => useViewPanelTimeWindow());
+
+		act(() => result.current.onTimeChange('5m'));
+
+		expect(result.current.selectedInterval).toBe('5m');
+		expect(result.current.timeOverride).toStrictEqual({
+			startMs: 1_700_000_000_000,
+			endMs: 1_700_000_300_000,
+		});
+	});
+
+	it('uses an absolute custom range as-is (already ms)', () => {
+		const { result } = renderHook(() => useViewPanelTimeWindow());
+
+		act(() => result.current.onTimeChange('custom', [111, 222]));
+
+		expect(mockGetMinMax).not.toHaveBeenCalled();
+		expect(result.current.timeOverride).toStrictEqual({
+			startMs: 111,
+			endMs: 222,
+		});
+	});
+
+	it('sets a custom window from a drag selection (modal-local, ms)', () => {
+		const { result } = renderHook(() => useViewPanelTimeWindow());
+
+		act(() => result.current.onDragSelect(1000, 5000));
+
+		expect(result.current.selectedInterval).toBe('custom');
+		expect(result.current.timeOverride).toStrictEqual({
+			startMs: 1000,
+			endMs: 5000,
+		});
+	});
+
+	it('ignores a zero-width or inverted drag selection', () => {
+		const { result } = renderHook(() => useViewPanelTimeWindow());
+		const initial = result.current.timeOverride;
+
+		act(() => result.current.onDragSelect(5000, 5000));
+		act(() => result.current.onDragSelect(9000, 1000));
+
+		expect(result.current.timeOverride).toStrictEqual(initial);
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/hooks/useViewPanel.ts

@@ -0,0 +1,54 @@
+import { useCallback } from 'react';
+import { useLocation } from 'react-router-dom';
+import { QueryParams } from 'constants/query';
+import { useSafeNavigate } from 'hooks/useSafeNavigate';
+import useUrlQuery from 'hooks/useUrlQuery';
+
+export interface UseViewPanelApi {
+	/** Panel id currently expanded in the View modal; null when none is open. */
+	expandedPanelId: string | null;
+	/** Open the View modal on the saved panel (clears any leftover in-modal query/kind). */
+	openView: (panelId: string) => void;
+	/** Close the View modal by clearing the URL param. */
+	closeView: () => void;
+}
+
+/**
+ * Drives the panel View modal off the `expandedWidgetId` URL param (V1 parity):
+ * the open state is shareable, survives refresh, and the browser back-button
+ * closes it. Reuses V1's param key so a deep-linked V1 URL maps cleanly.
+ */
+export function useViewPanel(): UseViewPanelApi {
+	const { safeNavigate } = useSafeNavigate();
+	const { pathname } = useLocation();
+	const urlQuery = useUrlQuery();
+
+	const expandedPanelId = urlQuery.get(QueryParams.expandedWidgetId);
+
+	const openView = useCallback(
+		(panelId: string): void => {
+			// Copy before mutating: useUrlQuery returns a memoized instance.
+			const next = new URLSearchParams(urlQuery);
+			next.set(QueryParams.expandedWidgetId, panelId);
+			// Drop any leftover in-modal query/kind so a plain View opens on the saved
+			// panel, not a stale URL query the modal would otherwise hydrate from.
+			next.delete(QueryParams.compositeQuery);
+			next.delete(QueryParams.graphType);
+			safeNavigate(`${pathname}?${next.toString()}`);
+		},
+		[pathname, safeNavigate, urlQuery],
+	);
+
+	const closeView = useCallback((): void => {
+		const next = new URLSearchParams(urlQuery);
+		next.delete(QueryParams.expandedWidgetId);
+		// Drop the drilldown editor's URL state so it doesn't leak to the dashboard
+		// (the in-modal query builder writes compositeQuery, V1 parity).
+		next.delete(QueryParams.compositeQuery);
+		next.delete(QueryParams.graphType);
+		const search = next.toString();
+		safeNavigate(search ? `${pathname}?${search}` : pathname);
+	}, [pathname, safeNavigate, urlQuery]);
+
+	return { expandedPanelId, openView, closeView };
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/index.tsx

@@ -8,6 +8,8 @@ import type {
 import { useDashboardStore } from '../store/useDashboardStore';
 import { layoutsToSections } from '../utils';
 import DashboardEmptyState from './DashboardEmptyState/DashboardEmptyState';
+import { useViewPanel } from './Panel/hooks/useViewPanel';
+import ViewPanelModal from './Panel/ViewPanelModal/ViewPanelModal';
 import Section from './Section/Section/Section';
 import SectionList from './Section/SectionList';
 import styles from './PanelsAndSectionsLayout.module.scss';
@@ -26,6 +28,12 @@ function PanelsAndSectionsLayout({
 }: PanelsAndSectionsLayoutProps): JSX.Element {
 	const isEditable = useDashboardStore((s) => s.isEditable);
 
+	// Single View-modal host for the whole dashboard, driven by the URL
+	// (`expandedWidgetId`). One mounted modal beats one-per-panel: no N location
+	// subscriptions, and the expanded panel is looked up by id from the map.
+	const { expandedPanelId, closeView } = useViewPanel();
+	const expandedPanel = expandedPanelId ? panels[expandedPanelId] : undefined;
+
 	const sections = useMemo(
 		() => layoutsToSections(layouts, panels),
 		[layouts, panels],
@@ -56,7 +64,17 @@ function PanelsAndSectionsLayout({
 		));
 	};
 
-	return <div className={styles.body}>{renderContent()}</div>;
+	return (
+		<div className={styles.body}>
+			{renderContent()}
+			<ViewPanelModal
+				open={!!expandedPanel}
+				panel={expandedPanel}
+				panelId={expandedPanelId ?? undefined}
+				onClose={closeView}
+			/>
+		</div>
+	);
 }
 
 export default PanelsAndSectionsLayout;

frontend/src/pages/DashboardPageV2/DashboardContainer/hooks/__tests__/useDashboardFetchRequired.test.tsx

@@ -0,0 +1,58 @@
+import { renderHook } from '@testing-library/react';
+
+import { useDashboardFetchRequired } from '../useDashboardFetchRequired';
+
+const mockUseGetDashboardV2 = jest.fn();
+
+jest.mock(
+	'pages/DashboardPageV2/DashboardContainer/store/useDashboardStore',
+	() => ({
+		useDashboardStore: (
+			selector: (s: { dashboardId: string }) => unknown,
+		): unknown => selector({ dashboardId: 'dash-1' }),
+	}),
+);
+
+jest.mock('api/generated/services/dashboard', () => ({
+	useGetDashboardV2: (): unknown => mockUseGetDashboardV2(),
+}));
+
+describe('useDashboardFetchRequired', () => {
+	it('returns the loaded dashboard and its variables', () => {
+		const dashboard = {
+			spec: { variables: [{ name: 'region' }, { name: 'tier' }] },
+		};
+		mockUseGetDashboardV2.mockReturnValue({ data: { data: dashboard } });
+
+		const { result } = renderHook(() => useDashboardFetchRequired());
+
+		expect(result.current.dashboard).toBe(dashboard);
+		expect(result.current.variables).toStrictEqual([
+			{ name: 'region' },
+			{ name: 'tier' },
+		]);
+	});
+
+	it('normalizes variables to an empty array when the spec has none', () => {
+		mockUseGetDashboardV2.mockReturnValue({ data: { data: { spec: {} } } });
+
+		const { result } = renderHook(() => useDashboardFetchRequired());
+
+		expect(result.current.variables).toStrictEqual([]);
+	});
+
+	it('throws when used outside a loaded dashboard subtree', () => {
+		mockUseGetDashboardV2.mockReturnValue({ data: undefined });
+
+		// Suppress React's expected render-error logging for this case.
+		const consoleError = jest
+			.spyOn(console, 'error')
+			.mockImplementation(() => undefined);
+
+		expect(() => renderHook(() => useDashboardFetchRequired())).toThrow(
+			/outside a loaded dashboard subtree/,
+		);
+
+		consoleError.mockRestore();
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/hooks/useDashboardFetch.ts

@@ -0,0 +1,40 @@
+import {
+	getDashboardV2,
+	useGetDashboardV2,
+} from 'api/generated/services/dashboard';
+import type { GetDashboardV2QueryError } from 'api/generated/services/dashboard';
+import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
+
+// Instantiation expression pins `TData`/`TError` to the hook's defaults; a plain
+// `ReturnType<typeof useGetDashboardV2>` collapses the generics to `unknown`.
+type GetDashboardV2Query = ReturnType<
+	typeof useGetDashboardV2<
+		Awaited<ReturnType<typeof getDashboardV2>>,
+		GetDashboardV2QueryError
+	>
+>;
+
+export interface UseDashboardFetchResult {
+	dashboard: DashboardtypesGettableDashboardV2DTO | undefined;
+	isLoading: GetDashboardV2Query['isLoading'];
+	isError: GetDashboardV2Query['isError'];
+	error: GetDashboardV2Query['error'];
+	refetch: GetDashboardV2Query['refetch'];
+}
+
+/**
+ * Canonical fetch-only loader for a V2 dashboard by id — shared so the page, panel
+ * editor, and config sections resolve to one react-query cache entry. Exposes just the
+ * raw `dashboard` plus lifecycle; spec derivation (e.g. `variables`) lives in
+ * `useDashboardFetchRequired`, where the dashboard is guaranteed present.
+ */
+export function useDashboardFetch(
+	dashboardId: string,
+): UseDashboardFetchResult {
+	const { data, isLoading, isError, error, refetch } = useGetDashboardV2({
+		id: dashboardId,
+	});
+	const dashboard = data?.data;
+
+	return { dashboard, isLoading, isError, error, refetch };
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/hooks/useDashboardFetchRequired.ts

@@ -0,0 +1,47 @@
+import { useMemo } from 'react';
+import type {
+	DashboardtypesGettableDashboardV2DTO,
+	DashboardtypesVariableDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { useDashboardStore } from 'pages/DashboardPageV2/DashboardContainer/store/useDashboardStore';
+
+import { useDashboardFetch } from './useDashboardFetch';
+import type { UseDashboardFetchResult } from './useDashboardFetch';
+
+export interface UseDashboardFetchRequiredResult {
+	/** Guaranteed present — the hook throws otherwise. */
+	dashboard: DashboardtypesGettableDashboardV2DTO;
+	/** Always an array, so callers skip `?? []` guards. */
+	variables: DashboardtypesVariableDTO[];
+	refetch: UseDashboardFetchResult['refetch'];
+}
+
+/**
+ * Dashboard accessor for components rendered inside a loaded dashboard subtree. The
+ * root pages own the fetch and gate on a resolved dashboard before mounting their
+ * subtree, so this reuses the shared react-query cache entry and throws if the
+ * dashboard is missing — turning a silent `undefined` into a loud programmer error. It
+ * also derives spec collections (`variables`) since the dashboard is guaranteed here.
+ *
+ * Prefer this over `useDashboardFetch` outside the two root pages; the
+ * `signoz/no-dashboard-fetch-outside-root` lint rule enforces the split.
+ */
+export function useDashboardFetchRequired(): UseDashboardFetchRequiredResult {
+	const dashboardId = useDashboardStore((s) => s.dashboardId);
+	const { dashboard, refetch } = useDashboardFetch(dashboardId);
+
+	const variables = useMemo(
+		() => dashboard?.spec?.variables ?? [],
+		[dashboard?.spec?.variables],
+	);
+
+	if (!dashboard) {
+		throw new Error(
+			'useDashboardFetchRequired was used outside a loaded dashboard subtree — the ' +
+				'dashboard is undefined. Only call it below a root page that gates rendering ' +
+				'on useDashboardFetch (DashboardPageV2 / PanelEditorPage).',
+		);
+	}
+
+	return { dashboard, variables, refetch };
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/hooks/useOpenPanelEditor.ts

@@ -3,21 +3,28 @@ import { generatePath } from 'react-router-dom';
 import ROUTES from 'constants/routes';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
 
+import type { PanelEditorHandoffState } from '../PanelEditor/panelEditorHandoff';
 import { useDashboardStore } from '../store/useDashboardStore';
 
 /**
  * Returns a callback that opens the V2 panel editor by navigating to its full-page route
  * (`/dashboard/:dashboardId/panel/:panelId`). The dashboard id comes from the store, so any
- * caller can open the editor with just the panel id.
+ * caller can open the editor with just the panel id. The optional `handoffState` is passed as
+ * router location state — the View modal uses it to hand its drilldown-edited spec off to the
+ * editor (view → edit) so the editor opens on those edits rather than the saved panel.
  */
-export function useOpenPanelEditor(): (panelId: string) => void {
+export function useOpenPanelEditor(): (
+	panelId: string,
+	handoffState?: PanelEditorHandoffState,
+) => void {
 	const { safeNavigate } = useSafeNavigate();
 	const dashboardId = useDashboardStore((s) => s.dashboardId);
 
 	return useCallback(
-		(panelId: string): void => {
+		(panelId: string, handoffState?: PanelEditorHandoffState): void => {
 			safeNavigate(
 				generatePath(ROUTES.DASHBOARD_PANEL_EDITOR, { dashboardId, panelId }),
+				handoffState ? { state: handoffState } : undefined,
 			);
 		},
 		[safeNavigate, dashboardId],

frontend/src/pages/DashboardPageV2/DashboardContainer/index.tsx

@@ -22,9 +22,13 @@ function DashboardContainer({
 	dashboard,
 	refetch,
 }: DashboardContainerProps): JSX.Element {
+	const spec = dashboard.spec;
+	const image = dashboard.image || Base64Icons[0];
+	const name = spec.display.name;
+
 	useEffect(() => {
-		document.title = dashboard.name;
-	}, [dashboard.name]);
+		document.title = name;
+	}, [name]);
 
 	const fullScreenHandle = useFullScreenHandle();
 
@@ -55,10 +59,6 @@ function DashboardContainer({
 	// the store, so each panel's query substitutes the bar's selected values.
 	useResolvedVariables(dashboard);
 
-	const spec = dashboard.spec;
-	const image = dashboard.image || Base64Icons[0];
-	const name = spec.display.name;
-
 	return (
 		<FullScreen handle={fullScreenHandle}>
 			<div className={styles.container}>

frontend/src/pages/DashboardPageV2/DashboardPageV2.tsx

@@ -1,20 +1,17 @@
 import { useParams } from 'react-router-dom';
 
 import { Typography } from '@signozhq/ui/typography';
-import { useGetDashboardV2 } from 'api/generated/services/dashboard';
 import Spinner from 'components/Spinner';
 
 import DashboardContainer from './DashboardContainer';
+import { useDashboardFetch } from './DashboardContainer/hooks/useDashboardFetch';
 import styles from './DashboardPageV2.module.scss';
 
 function DashboardPageV2(): JSX.Element {
 	const { dashboardId } = useParams<{ dashboardId: string }>();
 
-	const { data, isLoading, isError, error, refetch } = useGetDashboardV2({
-		id: dashboardId,
-	});
-
-	const dashboard = data?.data;
+	const { dashboard, isLoading, isError, error, refetch } =
+		useDashboardFetch(dashboardId);
 
 	if (isLoading) {
 		return <Spinner tip="Loading dashboard..." />;

frontend/src/pages/DashboardPageV2/PanelEditorPage/PanelEditorPage.tsx

@@ -6,16 +6,17 @@ import {
 	useParams,
 } from 'react-router-dom';
 import { Typography } from '@signozhq/ui/typography';
-import { useGetDashboardV2 } from 'api/generated/services/dashboard';
 import Spinner from 'components/Spinner';
 import { QueryParams } from 'constants/query';
 import ROUTES from 'constants/routes';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
 
+import { useDashboardFetch } from '../DashboardContainer/hooks/useDashboardFetch';
 import { getPanelDefinition } from '../DashboardContainer/Panels/registry';
 import { buildPluginSpec } from '../DashboardContainer/Panels/utils/buildPluginSpec';
 import { buildDefaultQueries } from '../DashboardContainer/Panels/utils/buildDefaultQueries';
 import PanelEditorContainer from '../DashboardContainer/PanelEditor';
+import type { PanelEditorHandoffState } from '../DashboardContainer/PanelEditor/panelEditorHandoff';
 import {
 	parseNewPanelKind,
 	parseNewPanelLayoutIndex,
@@ -32,29 +33,34 @@ function PanelEditorPage(): JSX.Element {
 		dashboardId: string;
 		panelId: string;
 	}>();
-	const { search } = useLocation();
+	const { search, state } = useLocation();
 	const { safeNavigate } = useSafeNavigate();
 
-	const { data, isLoading, isError, error } = useGetDashboardV2({
-		id: dashboardId,
-	});
-	const dashboard = data?.data;
+	// Edits handed off from the View modal's drilldown — open the editor on these
+	// instead of the saved panel. Lost on refresh/new-tab, which falls back to saved.
+	const handoffSpec = (state as PanelEditorHandoffState | null)?.editSpec;
+
+	const { dashboard, isLoading, isError, error } =
+		useDashboardFetch(dashboardId);
 
 	// A `panel/new?panelKind=…` route means "create": seed a default panel of that
 	// kind rather than looking one up. Persisted (with a real id) only on save.
 	const newKind = parseNewPanelKind(panelId, search);
 	const existingPanel = dashboard?.spec.panels[panelId];
-	const panel = useMemo(
-		() =>
-			newKind
-				? createDefaultPanel(
-						newKind,
-						buildPluginSpec(getPanelDefinition(newKind).sections),
-						buildDefaultQueries(newKind),
-					)
-				: existingPanel,
-		[newKind, existingPanel],
-	);
+	const panel = useMemo(() => {
+		if (newKind) {
+			return createDefaultPanel(
+				newKind,
+				buildPluginSpec(getPanelDefinition(newKind).sections),
+				buildDefaultQueries(newKind),
+			);
+		}
+		if (!existingPanel) {
+			return undefined;
+		}
+		// Open on the modal's drilldown edits when handed off; else the saved panel.
+		return handoffSpec ? { ...existingPanel, spec: handoffSpec } : existingPanel;
+	}, [newKind, existingPanel, handoffSpec]);
 
 	// Target section for a newly-created panel (set by the "Add panel" trigger).
 	const layoutIndex = parseNewPanelLayoutIndex(search);

pkg/apiserver/signozapiserver/dashboard.go

@@ -421,5 +421,61 @@ func (provider *provider) addDashboardRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v2/public/dashboards/{id}", handler.New(provider.authzMiddleware.CheckWithoutClaims(
+		provider.dashboardHandler.GetPublicDataV2,
+		authtypes.Relation{Verb: coretypes.VerbRead},
+		coretypes.ResourceMetaResourcePublicDashboard,
+		func(req *http.Request, orgs []*types.Organization) ([]coretypes.Selector, valuer.UUID, error) {
+			id, err := valuer.NewUUID(mux.Vars(req)["id"])
+			if err != nil {
+				return nil, valuer.UUID{}, err
+			}
+
+			return provider.dashboardModule.GetPublicDashboardSelectorsAndOrg(req.Context(), id, orgs)
+		}, []string{}), handler.OpenAPIDef{
+		ID:                  "GetPublicDashboardDataV2",
+		Tags:                []string{"dashboard"},
+		Summary:             "Get public dashboard data (v2)",
+		Description:         "This endpoint returns the sanitized v2-shape dashboard data for public access. Each panel query is reduced to a safe field subset, so filters and raw query strings are not exposed.",
+		Request:             nil,
+		RequestContentType:  "",
+		Response:            new(dashboardtypes.GettablePublicDashboardDataV2),
+		ResponseContentType: "application/json",
+		SuccessStatusCode:   http.StatusOK,
+		ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},
+		Deprecated:          false,
+		SecuritySchemes:     newAnonymousSecuritySchemes([]string{coretypes.ResourceMetaResourcePublicDashboard.Scope(coretypes.VerbRead)}),
+	})).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/public/dashboards/{id}/panels/{key}/query_range", handler.New(provider.authzMiddleware.CheckWithoutClaims(
+		provider.dashboardHandler.GetPublicWidgetQueryRangeV2,
+		authtypes.Relation{Verb: coretypes.VerbRead},
+		coretypes.ResourceMetaResourcePublicDashboard,
+		func(req *http.Request, orgs []*types.Organization) ([]coretypes.Selector, valuer.UUID, error) {
+			id, err := valuer.NewUUID(mux.Vars(req)["id"])
+			if err != nil {
+				return nil, valuer.UUID{}, err
+			}
+
+			return provider.dashboardModule.GetPublicDashboardSelectorsAndOrg(req.Context(), id, orgs)
+		}, []string{}), handler.OpenAPIDef{
+		ID:                  "GetPublicDashboardPanelQueryRangeV2",
+		Tags:                []string{"dashboard"},
+		Summary:             "Get query range result (v2)",
+		Description:         "This endpoint returns query range results for a panel of a v2-shape public dashboard. The panel is addressed by its key in spec.panels.",
+		Request:             nil,
+		RequestContentType:  "",
+		Response:            new(querybuildertypesv5.QueryRangeResponse),
+		ResponseContentType: "application/json",
+		SuccessStatusCode:   http.StatusOK,
+		ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},
+		Deprecated:          false,
+		SecuritySchemes:     newAnonymousSecuritySchemes([]string{coretypes.ResourceMetaResourcePublicDashboard.Scope(coretypes.VerbRead)}),
+	})).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
 	return nil
 }

pkg/apiserver/signozapiserver/llmpricingrule.go

@@ -49,6 +49,26 @@ func (provider *provider) addLLMPricingRuleRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v1/llm_pricing_rules/unmapped_models", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.llmPricingRuleHandler.ListUnmappedModels),
+		handler.OpenAPIDef{
+			ID:                  "ListUnmappedLLMModels",
+			Tags:                []string{"llmpricingrules"},
+			Summary:             "List unmapped models",
+			Description:         "Returns models seen in the last hour of trace data (gen_ai.request.model) that no pricing rule pattern matches, so the user can add them to an existing rule or create a new one.",
+			Request:             nil,
+			RequestContentType:  "",
+			Response:            new(llmpricingruletypes.GettableUnmappedModels),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusBadRequest},
+			Deprecated:          false,
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
 	if err := router.Handle("/api/v1/llm_pricing_rules/{id}", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.llmPricingRuleHandler.Get),
 		handler.OpenAPIDef{

pkg/modules/dashboard/dashboard.go

@@ -81,6 +81,12 @@ type Module interface {
 
 	DeletePreferencesForUser(ctx context.Context, orgID valuer.UUID, userID valuer.UUID) error
 
+	// get the v2 dashboard data by public dashboard id
+	GetDashboardByPublicIDV2(context.Context, valuer.UUID) (*dashboardtypes.DashboardV2, error)
+
+	// gets the query results by panel key and public shared id for a v2 dashboard
+	GetPublicWidgetQueryRangeV2(ctx context.Context, id valuer.UUID, panelKey, startTimeRaw, endTimeRaw string) (*querybuildertypesv5.QueryRangeResponse, error)
+
 	CreateView(ctx context.Context, orgID valuer.UUID, postable dashboardtypes.PostableDashboardView) (*dashboardtypes.DashboardView, error)
 
 	ListViews(ctx context.Context, orgID valuer.UUID) (*dashboardtypes.ListableDashboardView, error)
@@ -101,6 +107,10 @@ type Handler interface {
 
 	GetPublicWidgetQueryRange(http.ResponseWriter, *http.Request)
 
+	GetPublicDataV2(http.ResponseWriter, *http.Request)
+
+	GetPublicWidgetQueryRangeV2(http.ResponseWriter, *http.Request)
+
 	UpdatePublic(http.ResponseWriter, *http.Request)
 
 	DeletePublic(http.ResponseWriter, *http.Request)

pkg/modules/dashboard/impldashboard/module.go

@@ -254,6 +254,14 @@ func (module *module) GetPublicWidgetQueryRange(context.Context, valuer.UUID, ui
 	return nil, errors.Newf(errors.TypeUnsupported, dashboardtypes.ErrCodePublicDashboardUnsupported, "not implemented")
 }
 
+func (module *module) GetDashboardByPublicIDV2(_ context.Context, _ valuer.UUID) (*dashboardtypes.DashboardV2, error) {
+	return nil, errors.Newf(errors.TypeUnsupported, dashboardtypes.ErrCodePublicDashboardUnsupported, "not implemented")
+}
+
+func (module *module) GetPublicWidgetQueryRangeV2(context.Context, valuer.UUID, string, string, string) (*qbtypes.QueryRangeResponse, error) {
+	return nil, errors.Newf(errors.TypeUnsupported, dashboardtypes.ErrCodePublicDashboardUnsupported, "not implemented")
+}
+
 func (module *module) GetPublicDashboardSelectorsAndOrg(_ context.Context, _ valuer.UUID, _ []*types.Organization) ([]coretypes.Selector, valuer.UUID, error) {
 	return nil, valuer.UUID{}, errors.Newf(errors.TypeUnsupported, dashboardtypes.ErrCodePublicDashboardUnsupported, "not implemented")
 }

pkg/modules/dashboard/impldashboard/v2_handler.go

@@ -376,3 +376,53 @@ func (handler *handler) DeleteV2(rw http.ResponseWriter, r *http.Request) {
 
 	render.Success(rw, http.StatusNoContent, nil)
 }
+
+func (handler *handler) GetPublicDataV2(rw http.ResponseWriter, r *http.Request) {
+	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
+	defer cancel()
+
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	dashboard, err := handler.module.GetDashboardByPublicIDV2(ctx, id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	publicDashboard, err := handler.module.GetPublic(ctx, dashboard.OrgID, dashboard.ID)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, dashboardtypes.NewPublicDashboardDataFromDashboardV2(dashboard, publicDashboard))
+}
+
+func (handler *handler) GetPublicWidgetQueryRangeV2(rw http.ResponseWriter, r *http.Request) {
+	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
+	defer cancel()
+
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	panelKey, ok := mux.Vars(r)["key"]
+	if !ok || panelKey == "" {
+		render.Error(rw, errors.New(errors.TypeInvalidInput, dashboardtypes.ErrCodePublicDashboardInvalidInput, "panel key is missing from the path"))
+		return
+	}
+
+	queryRangeResults, err := handler.module.GetPublicWidgetQueryRangeV2(ctx, id, panelKey, r.URL.Query().Get("startTime"), r.URL.Query().Get("endTime"))
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, queryRangeResults)
+}

pkg/modules/llmpricingrule/impllmpricingrule/handler.go

@@ -92,7 +92,7 @@ func (h *handler) Get(rw http.ResponseWriter, r *http.Request) {
 }
 
 func (h *handler) CreateOrUpdate(rw http.ResponseWriter, r *http.Request) {
-	ctx, cancel := context.WithTimeout(r.Context(), 30*time.Second)
+	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
 	defer cancel()
 
 	claims, err := authtypes.ClaimsFromContext(ctx)
@@ -118,6 +118,28 @@ func (h *handler) CreateOrUpdate(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusNoContent, nil)
 }
 
+// ListUnmappedModels handles GET /api/v1/llm_pricing_rules/unmapped_models.
+func (h *handler) ListUnmappedModels(rw http.ResponseWriter, r *http.Request) {
+	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
+	defer cancel()
+
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	orgID := valuer.MustNewUUID(claims.OrgID)
+
+	models, err := h.module.ListUnmappedModels(ctx, orgID)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, llmpricingruletypes.NewGettableUnmappedModels(models))
+}
+
 // Delete handles DELETE /api/v1/llm_pricing_rules/{id}.
 func (h *handler) Delete(rw http.ResponseWriter, r *http.Request) {
 	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)

pkg/modules/llmpricingrule/impllmpricingrule/module.go

@@ -3,24 +3,32 @@ package impllmpricingrule
 import (
 	"context"
 	"encoding/json"
+	"fmt"
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
+	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/llmpricingruletypes"
 	"github.com/SigNoz/signoz/pkg/types/opamptypes"
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
+// unmappedModelsLookback is the trace data window scanned to discover models in use.
+const unmappedModelsLookback = time.Hour
+
 type module struct {
 	store   llmpricingruletypes.Store
+	querier querier.Querier
 	flagger flagger.Flagger
 }
 
-func NewModule(store llmpricingruletypes.Store, flagger flagger.Flagger) llmpricingrule.Module {
+func NewModule(store llmpricingruletypes.Store, flagger flagger.Flagger, querier querier.Querier) llmpricingrule.Module {
 	return &module{store: store, flagger: flagger}
 }
 
@@ -32,6 +40,28 @@ func (module *module) Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID
 	return module.store.Get(ctx, orgID, id)
 }
 
+// ListUnmappedModels discovers the models present in the last hour of trace data
+// (gen_ai.request.model) and returns the ones that no pricing rule pattern matches.
+func (module *module) ListUnmappedModels(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.UnmappedModel, error) {
+	models, err := module.discoverModels(ctx, orgID)
+	if err != nil {
+		return nil, err
+	}
+
+	rules, err := module.listAllRules(ctx, orgID)
+	if err != nil {
+		return nil, err
+	}
+
+	unmapped := make([]*llmpricingruletypes.UnmappedModel, 0, len(models))
+	for _, m := range models {
+		if !llmpricingruletypes.ModelMatchesAnyRule(m.ModelName, rules) {
+			unmapped = append(unmapped, m)
+		}
+	}
+	return unmapped, nil
+}
+
 // CreateOrUpdate applies a batch of pricing rule changes:
 //   - ID set       → match by id, overwrite fields.
 //   - SourceID set → match by source_id; if found overwrite, else insert.
@@ -121,7 +151,7 @@ func (module *module) RecommendAgentConfig(orgID valuer.UUID, currentConfYaml []
 }
 
 func (module *module) getEnabledRules(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.LLMPricingRule, error) {
-	rules, _, err := module.List(ctx, orgID, 0, 10000, "", nil)
+	rules, err := module.listAllRules(ctx, orgID)
 	if err != nil {
 		return nil, err
 	}
@@ -135,6 +165,25 @@ func (module *module) getEnabledRules(ctx context.Context, orgID valuer.UUID) ([
 	return enabled, nil
 }
 
+// listAllRules pages through every pricing rule for the org, since rule matching
+// needs the full set and the count is otherwise unbounded.
+func (module *module) listAllRules(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.LLMPricingRule, error) {
+	const pageSize = 1000
+
+	all := make([]*llmpricingruletypes.LLMPricingRule, 0)
+	for offset := 0; ; offset += pageSize {
+		page, total, err := module.store.List(ctx, orgID, offset, pageSize, "", nil)
+		if err != nil {
+			return nil, err
+		}
+		all = append(all, page...)
+		if len(page) == 0 || len(all) >= total {
+			break
+		}
+	}
+	return all, nil
+}
+
 // findExisting returns the row matching the updatable's ID or SourceID.
 // Returns a TypeNotFound error when neither matches; the caller treats that
 // as "insert new".
@@ -148,3 +197,91 @@ func (module *module) findExisting(ctx context.Context, orgID valuer.UUID, u *ll
 		return nil, errors.Newf(errors.TypeNotFound, llmpricingruletypes.ErrCodePricingRuleNotFound, "rule has neither id nor sourceId")
 	}
 }
+
+// discoverModels runs a QBv5 traces aggregation grouped by gen_ai.request.model
+// over the lookback window and returns each distinct model with its span count.
+func (module *module) discoverModels(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.UnmappedModel, error) {
+	now := time.Now()
+	req := &qbtypes.QueryRangeRequest{
+		Start:       uint64(now.Add(-unmappedModelsLookback).UnixMilli()),
+		End:         uint64(now.UnixMilli()),
+		RequestType: qbtypes.RequestTypeScalar,
+		CompositeQuery: qbtypes.CompositeQuery{
+			Queries: []qbtypes.QueryEnvelope{
+				{
+					Type: qbtypes.QueryTypeBuilder,
+					Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
+						Name:   "A",
+						Signal: telemetrytypes.SignalTraces,
+						Filter: &qbtypes.Filter{Expression: fmt.Sprintf("%s EXISTS", llmpricingruletypes.GenAIRequestModel)},
+						Aggregations: []qbtypes.TraceAggregation{
+							{Expression: "count()", Alias: "spanCount"},
+						},
+						GroupBy: []qbtypes.GroupByKey{
+							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+								Name:          llmpricingruletypes.GenAIRequestModel,
+								FieldContext:  telemetrytypes.FieldContextSpan,
+								FieldDataType: telemetrytypes.FieldDataTypeString,
+							}},
+							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+								Name:          llmpricingruletypes.GenAIProviderName,
+								FieldContext:  telemetrytypes.FieldContextSpan,
+								FieldDataType: telemetrytypes.FieldDataTypeString,
+							}},
+						},
+						Limit: 1000,
+					},
+				},
+			},
+		},
+	}
+
+	resp, err := module.querier.QueryRange(ctx, orgID, req)
+	if err != nil {
+		return nil, err
+	}
+
+	if resp == nil || len(resp.Data.Results) == 0 {
+		return nil, nil
+	}
+	sd, ok := resp.Data.Results[0].(*qbtypes.ScalarData)
+	if !ok || sd == nil {
+		return nil, nil
+	}
+
+	modelIdx, providerIdx, countIdx := -1, -1, -1
+	for i, c := range sd.Columns {
+		switch c.Type {
+		case qbtypes.ColumnTypeGroup:
+			switch c.Name {
+			case llmpricingruletypes.GenAIRequestModel:
+				modelIdx = i
+			case llmpricingruletypes.GenAIProviderName:
+				providerIdx = i
+			}
+		case qbtypes.ColumnTypeAggregation:
+			countIdx = i
+		}
+	}
+	if modelIdx == -1 {
+		return nil, nil
+	}
+
+	models := make([]*llmpricingruletypes.UnmappedModel, 0, len(sd.Data))
+	for _, row := range sd.Data {
+		name, _ := row[modelIdx].(string)
+		if name == "" {
+			continue
+		}
+		provider := ""
+		if providerIdx != -1 {
+			provider, _ = row[providerIdx].(string)
+		}
+		var spanCount uint64
+		if countIdx >= 0 && countIdx < len(row) {
+			spanCount, _ = row[countIdx].(uint64)
+		}
+		models = append(models, &llmpricingruletypes.UnmappedModel{ModelName: name, Provider: provider, SpanCount: spanCount})
+	}
+	return models, nil
+}