diff --git a/components/frontend/src/app/projects/[name]/sessions/[sessionName]/page.tsx b/components/frontend/src/app/projects/[name]/sessions/[sessionName]/page.tsx
index fa8b91594..63c2e2264 100644
--- a/components/frontend/src/app/projects/[name]/sessions/[sessionName]/page.tsx
+++ b/components/frontend/src/app/projects/[name]/sessions/[sessionName]/page.tsx
@@ -30,6 +30,7 @@ import { cn } from "@/lib/utils";
 // Custom components
 import MessagesTab from "@/components/session/MessagesTab";
 import { SessionStartingEvents } from "@/components/session/SessionStartingEvents";
+import { ContextUsage } from "@/components/session/ContextUsage";
 import { FileTree, type FileTreeNode } from "@/components/file-tree";
 
 import { Button } from "@/components/ui/button";
@@ -1495,6 +1496,13 @@ export default function ProjectSessionDetailPage({
                   />
                 </div>
 
+                {/* Context usage indicator */}
+                <ContextUsage
+                  state={aguiState}
+                  model={session.spec?.llmSettings?.model}
+                  className="hidden md:flex"
+                />
+
                 {/* Kebab menu (both mobile and desktop) */}
                 <SessionHeader
                   session={session}
diff --git a/components/frontend/src/components/session/ContextUsage.tsx b/components/frontend/src/components/session/ContextUsage.tsx
new file mode 100644
index 000000000..968944118
--- /dev/null
+++ b/components/frontend/src/components/session/ContextUsage.tsx
@@ -0,0 +1,49 @@
+/**
+ * Context Usage Indicator
+ *
+ * Displays context window utilization in the session UI.
+ */
+
+import type { AGUIClientState } from '@/types/agui'
+import { getContextLimit } from '@/types/agui'
+
+function formatTokens(n: number): string {
+  if (n >= 1_000_000) return `${(n / 1_000_000).toFixed(1)}M`
+  if (n >= 1_000) return `${Math.round(n / 1_000)}K`
+  return n.toString()
+}
+
+type ContextUsageProps = {
+  state: AGUIClientState
+  /** Model name to determine context limit (e.g., "claude-opus-4-5") */
+  model?: string
+  className?: string
+}
+
+/** Context usage: token count + sparkline */
+export function ContextUsage({ state, model, className = '' }: ContextUsageProps) {
+  const { used, perTurn } = state.contextUsage
+  const limit = getContextLimit(model)
+  const recent = perTurn.slice(-24)
+  const max = Math.max(...recent, 1)
+
+  return (
+    <div className={`flex items-center gap-3 ${className}`}>
+      <span className="text-muted-foreground font-mono text-sm">
+        {formatTokens(used)}/{formatTokens(limit)}
+      </span>
+
+      {recent.length > 0 && (
+        <div className="flex items-end gap-[2px] h-5">
+          {recent.map((tokens, i) => (
+            <div
+              key={i}
+              className="w-[3px] bg-green-500 rounded-sm"
+              style={{ height: `${Math.max(8, (tokens / max) * 100)}%` }}
+            />
+          ))}
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/components/frontend/src/hooks/agui/event-handlers.ts b/components/frontend/src/hooks/agui/event-handlers.ts
index 2829411cf..9345550d2 100644
--- a/components/frontend/src/hooks/agui/event-handlers.ts
+++ b/components/frontend/src/hooks/agui/event-handlers.ts
@@ -25,12 +25,12 @@ import type {
   PlatformMessage,
   PlatformToolCall,
   PlatformRawEvent,
+  PlatformRunFinishedEvent,
   AGUIMetaEvent,
   PlatformActivitySnapshotEvent,
   PlatformActivityDeltaEvent,
   WireToolCallStartEvent,
   RunStartedEvent,
-  RunFinishedEvent,
   RunErrorEvent,
   TextMessageStartEvent,
   TextMessageContentEvent,
@@ -212,7 +212,7 @@ function handleRunStarted(
 
 function handleRunFinished(
   state: AGUIClientState,
-  event: RunFinishedEvent,
+  event: PlatformRunFinishedEvent,
   callbacks: EventHandlerCallbacks,
 ): AGUIClientState {
   state.status = 'completed'
@@ -271,6 +271,17 @@ function handleRunFinished(
   }
   state.currentThinking = null
 
+  // Track context usage from result.usage
+  if (event.result?.usage) {
+    const { input_tokens = 0, output_tokens = 0 } = event.result.usage
+    const turnTokens = input_tokens + output_tokens
+
+    state.contextUsage = {
+      used: state.contextUsage.used + turnTokens,
+      perTurn: [...state.contextUsage.perTurn, turnTokens],
+    }
+  }
+
   return state
 }
 
diff --git a/components/frontend/src/hooks/agui/types.ts b/components/frontend/src/hooks/agui/types.ts
index 3622ead09..a1caba861 100644
--- a/components/frontend/src/hooks/agui/types.ts
+++ b/components/frontend/src/hooks/agui/types.ts
@@ -47,4 +47,8 @@ export const initialState: AGUIClientState = {
   messageFeedback: new Map(),  // Track feedback for messages
   currentReasoning: null,
   currentThinking: null,
+  contextUsage: {
+    used: 0,
+    perTurn: [],
+  },
 }
diff --git a/components/frontend/src/types/agui.ts b/components/frontend/src/types/agui.ts
index 1c6046843..c21e30bef 100644
--- a/components/frontend/src/types/agui.ts
+++ b/components/frontend/src/types/agui.ts
@@ -113,6 +113,25 @@ export type PlatformRawEvent = {
   source?: string
 }
 
+/** Token usage from RUN_FINISHED result */
+export type ResultUsage = {
+  input_tokens?: number
+  output_tokens?: number
+  cache_read_input_tokens?: number
+  cache_creation_input_tokens?: number
+}
+
+/** Platform extension of RunFinishedEvent with result metadata */
+export type PlatformRunFinishedEvent = RunFinishedEvent & {
+  result?: {
+    usage?: ResultUsage
+    num_turns?: number
+    duration_ms?: number
+    total_cost_usd?: number
+    is_error?: boolean
+  }
+}
+
 // ── Platform Activity types ──
 // The core ActivitySnapshotEvent/ActivityDeltaEvent are per-message, not
 // array-based. The platform uses an array-based model for UI rendering.
@@ -212,6 +231,11 @@ export type AGUIClientState = {
     content: string
     timestamp?: string
   } | null
+  // Context window usage tracking
+  contextUsage: {
+    used: number
+    perTurn: number[]
+  }
 }
 
 // ── Type Guards ──
@@ -260,3 +284,30 @@ export function isMessagesSnapshotEvent(event: { type: string }): event is Messa
 export function isActivitySnapshotEvent(event: { type: string }): event is PlatformActivitySnapshotEvent {
   return event.type === EventType.ACTIVITY_SNAPSHOT
 }
+
+// ── Context Window Utilities ──
+
+/** Context window limits by model family (tokens) */
+const CONTEXT_LIMITS: Record<string, number> = {
+  // 1M context models
+  'claude-opus-4': 1_000_000,
+  // 200K context models (default)
+  'claude-sonnet': 200_000,
+  'claude-haiku': 200_000,
+}
+
+const DEFAULT_CONTEXT_LIMIT = 200_000
+
+/** Get context window limit for a model */
+export function getContextLimit(model: string | undefined): number {
+  if (!model) return DEFAULT_CONTEXT_LIMIT
+
+  // Check for exact prefix match
+  for (const [prefix, limit] of Object.entries(CONTEXT_LIMITS)) {
+    if (model.startsWith(prefix)) {
+      return limit
+    }
+  }
+
+  return DEFAULT_CONTEXT_LIMIT
+}