diff --git a/packages/core/src/__tests__/token-analytics.test.ts b/packages/core/src/__tests__/token-analytics.test.ts
index caa469d319..91557e0542 100644
--- a/packages/core/src/__tests__/token-analytics.test.ts
+++ b/packages/core/src/__tests__/token-analytics.test.ts
@@ -423,7 +423,7 @@ describe("token-analytics", () => {
     );
   });
 
-  it("groups by provider, node, and agent", () => {
+  it("groups by provider, node, agent, and task", () => {
     insertTask(db, { id: "t1", inputTokens: 100, totalTokens: 100, lastUsedAt: "2026-03-01T00:00:00.000Z", modelProvider: "anthropic", nodeId: "node-1", agentId: "agent-x" });
     insertTask(db, { id: "t2", inputTokens: 200, totalTokens: 200, lastUsedAt: "2026-03-02T00:00:00.000Z", modelProvider: "openai", nodeId: "node-1", agentId: "agent-y" });
 
@@ -441,6 +441,11 @@ describe("token-analytics", () => {
     expect(new Map(byAgent.groups.map((g) => [g.key, g.totalTokens]))).toEqual(
       new Map([["agent-x", 100], ["agent-y", 200]]),
     );
+
+    const byTask = aggregateTokenAnalytics(db, { groupBy: "task" });
+    expect(new Map(byTask.groups.map((g) => [g.key, g.totalTokens]))).toEqual(
+      new Map([["t1", 100], ["t2", 200]]),
+    );
   });
 
   it("includes chat token usage in mixed task and chat totals exactly once", () => {
diff --git a/packages/core/src/otel-metrics.ts b/packages/core/src/otel-metrics.ts
index 43990bbbd8..615d21b70e 100644
--- a/packages/core/src/otel-metrics.ts
+++ b/packages/core/src/otel-metrics.ts
@@ -161,7 +161,7 @@ function gauge(
 /**
  * Attributes for a token group. The grouped dimension is reflected by the key
  * the aggregator chose (`groupBy`); we tag it with the matching attribute name
- * so a collector sees `model` / `provider` / `node.id` / `agent.id`.
+ * so a collector sees `model` / `provider` / `node.id` / `agent.id` / `task.id`.
  */
 function groupAttributes(
   groupBy: TokenAnalytics["groupBy"],
@@ -177,6 +177,8 @@ function groupAttributes(
       return [attr("node.id", key)];
     case "agent":
       return [attr("agent.id", key)];
+    case "task":
+      return [attr("task.id", key)];
   }
 }
 
diff --git a/packages/core/src/token-analytics.ts b/packages/core/src/token-analytics.ts
index d958179cf0..caa2ea7516 100644
--- a/packages/core/src/token-analytics.ts
+++ b/packages/core/src/token-analytics.ts
@@ -18,7 +18,7 @@ import type { TaskTokenUsagePerModel } from "./types.js";
  */
 
 /** Dimension to group token totals by. */
-export type TokenGroupBy = "model" | "provider" | "node" | "agent";
+export type TokenGroupBy = "model" | "provider" | "node" | "agent" | "task";
 
 /** Bucket size for optional token-usage time-series analytics. */
 export type TokenTimeGranularity = "hour" | "day" | "week";
@@ -156,6 +156,8 @@ function groupKeyFor(row: TokenContributionRow, groupBy: TokenGroupBy): string |
       return row.contributionKind === "task" ? row.checkoutNodeId : null;
     case "agent":
       return row.contributionKind === "task" ? row.assignedAgentId : row.agentId;
+    case "task":
+      return row.contributionKind === "task" ? row.id : null;
   }
 }
 
diff --git a/packages/dashboard/src/routes/register-command-center-routes.ts b/packages/dashboard/src/routes/register-command-center-routes.ts
index 5076d5ab9c..70999e1eb1 100644
--- a/packages/dashboard/src/routes/register-command-center-routes.ts
+++ b/packages/dashboard/src/routes/register-command-center-routes.ts
@@ -67,6 +67,7 @@ const VALID_GROUP_BY: ReadonlySet<string> = new Set<TokenGroupBy>([
   "provider",
   "node",
   "agent",
+  "task",
 ]);
 
 const VALID_TOKEN_GRANULARITY: ReadonlySet<string> = new Set<TokenTimeGranularity>([
@@ -174,7 +175,7 @@ export const registerCommandCenterRoutes: ApiRouteRegistrar = (ctx) => {
   /**
    * GET /api/command-center/tokens
    * Token consumption + derived USD cost (U2 + U3) over a date range.
-   * Query: from, to (ISO-8601), groupBy (model|provider|node|agent).
+   * Query: from, to (ISO-8601), groupBy (model|provider|node|agent|task).
    */
   router.get("/command-center/tokens", async (req, res) => {
     try {