diff --git a/ui/src/i18n/locales/en.ts b/ui/src/i18n/locales/en.ts
index ad315d5bb16d..804d45af7fb5 100644
--- a/ui/src/i18n/locales/en.ts
+++ b/ui/src/i18n/locales/en.ts
@@ -5203,6 +5203,7 @@ export const en: TranslationMap = {
       fastHelp: "Fast responses finish sooner and can use more of your usage limits.",
       speedUnsupported: "Speed control is not supported for this model.",
       contextWindow: "{count} context",
+      contextActiveAndMax: "{active} active · {maximum} max",
       chatOnly: "Chat only",
       chatOnlyHelp:
         "This model can chat, but it cannot use tools. Choose another model for files, commands, web, or media tasks.",
diff --git a/ui/src/pages/chat/chat-view.test.ts b/ui/src/pages/chat/chat-view.test.ts
index d5ac29c39552..ccffd7862d09 100644
--- a/ui/src/pages/chat/chat-view.test.ts
+++ b/ui/src/pages/chat/chat-view.test.ts
@@ -5518,7 +5518,45 @@ describe("chat model controls", () => {
     expect(container.querySelector('[data-chat-model-provider-group="moonshotai"]')).toBeNull();
   });
 
-  it("shows model context size inline without a redundant tooltip", () => {
+  it("keeps active context in picker details without crowding the compact trigger", () => {
+    const { state } = createChatHeaderState({
+      model: "gpt-5.6-sol",
+      modelProvider: "openai",
+      models: [
+        {
+          id: "gpt-5.6-sol",
+          name: "GPT-5.6 Sol",
+          provider: "openai",
+          contextWindow: 1_050_000,
+          agentRuntime: { id: "openclaw", source: "model" },
+        },
+      ],
+    });
+    state.sessionsResult = createSessionsResultFromRows([
+      {
+        key: "main",
+        kind: "direct",
+        updatedAt: 1,
+        model: "gpt-5.6-sol",
+        modelProvider: "openai",
+        agentRuntime: { id: "openclaw", source: "model" },
+        contextTokens: 1_000_000,
+      },
+    ]);
+    const container = renderModelControls(state);
+    const modelOption = container.querySelector<HTMLButtonElement>(
+      '[data-chat-model-option="openai/gpt-5.6-sol"]',
+    );
+
+    expect(modelOption?.querySelector(".chat-controls__model-option-meta")?.textContent).toBe(
+      "1M active · 1M max · OpenClaw",
+    );
+    expect(modelOption?.textContent).not.toContain("700k");
+    expect(getChatModelSelect(container).querySelector(".chat-controls__trigger-meta")).toBeNull();
+    expect(modelOption?.closest("openclaw-tooltip")).toBeNull();
+  });
+
+  it("uses the default selection runtime for an implicit Codex model", () => {
     const { state } = createChatHeaderState({
       model: "gpt-5.6-sol",
       modelProvider: "openai",
@@ -5531,18 +5569,146 @@ describe("chat model controls", () => {
         },
       ],
     });
+    state.sessionsResult = createSessionsResultFromRows([
+      {
+        key: "main",
+        kind: "direct",
+        updatedAt: 1,
+        model: "gpt-5.6-sol",
+        modelProvider: "openai",
+        agentRuntime: { id: "codex", source: "implicit" },
+        contextTokens: 1_000_000,
+      },
+    ]);
+    state.sessionsResult.defaults = {
+      modelProvider: "openai",
+      model: "gpt-5.6-sol",
+      contextTokens: 1_000_000,
+      agentRuntime: { id: "codex", source: "implicit" },
+    };
+
+    const container = renderModelControls(state);
+    const modelOption = container.querySelector<HTMLButtonElement>(
+      '[data-chat-model-option="openai/gpt-5.6-sol"]',
+    );
+
+    expect(modelOption?.querySelector(".chat-controls__model-option-meta")?.textContent).toBe(
+      "1M active · 1M max",
+    );
+    expect(modelOption?.textContent).not.toContain("700k");
+  });
+
+  it("rejects stale active context after an implicit default runtime change", () => {
+    const { state } = createChatHeaderState({
+      model: "gpt-5.6-sol",
+      modelProvider: "openai",
+      models: [
+        {
+          id: "gpt-5.6-sol",
+          name: "GPT-5.6 Sol",
+          provider: "openai",
+          contextWindow: 1_050_000,
+        },
+      ],
+    });
+    state.sessionsResult = createSessionsResultFromRows([
+      {
+        key: "main",
+        kind: "direct",
+        updatedAt: 1,
+        model: "gpt-5.6-sol",
+        modelProvider: "openai",
+        agentRuntime: { id: "openclaw", source: "session" },
+        contextTokens: 272_000,
+      },
+    ]);
+    state.sessionsResult.defaults = {
+      modelProvider: "openai",
+      model: "gpt-5.6-sol",
+      contextTokens: 1_000_000,
+      agentRuntime: { id: "codex", source: "implicit" },
+    };
+
     const container = renderModelControls(state);
     const modelOption = container.querySelector<HTMLButtonElement>(
       '[data-chat-model-option="openai/gpt-5.6-sol"]',
     );
 
     expect(modelOption?.querySelector(".chat-controls__model-option-meta")?.textContent).toBe("1M");
-    expect(
-      getChatModelSelect(container).querySelector(".chat-controls__trigger-meta")?.textContent,
-    ).toBe("1M");
-    expect(modelOption?.closest("openclaw-tooltip")).toBeNull();
+    expect(modelOption?.textContent).not.toContain("272k active");
   });
 
+  it.each([
+    {
+      name: "a pending same-model switch",
+      modelSwitching: true,
+      sessionRuntimeId: "codex",
+      optionRuntimeId: "codex",
+    },
+    {
+      name: "a different session runtime",
+      modelSwitching: false,
+      sessionRuntimeId: "openclaw",
+      optionRuntimeId: "codex",
+    },
+    {
+      name: "missing session runtime provenance",
+      modelSwitching: false,
+      sessionRuntimeId: undefined,
+      optionRuntimeId: "codex",
+    },
+    {
+      name: "missing catalog runtime provenance",
+      modelSwitching: false,
+      sessionRuntimeId: "codex",
+      optionRuntimeId: undefined,
+    },
+  ])(
+    "does not pair a stale session budget with $name",
+    ({ modelSwitching, optionRuntimeId, sessionRuntimeId }) => {
+      const { state } = createChatHeaderState({
+        model: "gpt-5.6-sol",
+        modelProvider: "openai",
+        models: [
+          {
+            id: "gpt-5.6-sol",
+            name: "GPT-5.6 Sol",
+            provider: "openai",
+            contextWindow: 1_050_000,
+            ...(optionRuntimeId
+              ? { agentRuntime: { id: optionRuntimeId, source: "model" as const } }
+              : {}),
+          },
+        ],
+      });
+      state.sessionsResult = createSessionsResultFromRows([
+        {
+          key: "main",
+          kind: "direct",
+          updatedAt: 1,
+          model: "gpt-5.6-sol",
+          modelProvider: "openai",
+          ...(sessionRuntimeId
+            ? { agentRuntime: { id: sessionRuntimeId, source: "session" as const } }
+            : {}),
+          contextTokens: 272_000,
+        },
+      ]);
+
+      const container = renderModelControls(state, {
+        modelOverrides: { main: "openai/gpt-5.6-sol" },
+        modelSwitching,
+      });
+      const selectedModelOption = container.querySelector<HTMLButtonElement>(
+        '[data-chat-model-option="openai/gpt-5.6-sol"]',
+      );
+
+      expect(
+        selectedModelOption?.querySelector(".chat-controls__model-option-meta")?.textContent,
+      ).toBe(optionRuntimeId ? "1M · Codex" : "1M");
+    },
+  );
+
   it("synthesizes a selectable row for a persisted override missing from the catalog", () => {
     const { state } = createChatHeaderState({
       model: "gpt-5.2-retired",
@@ -5785,18 +5951,21 @@ describe("chat model controls", () => {
     });
   });
 
-  it("uses the session provider for slash-containing raw model ids without metadata", () => {
+  it("uses the session provider for slash-containing raw model ids", () => {
     const { state } = createChatHeaderState();
     state.chatModelCatalog = [
       {
         id: "google/gemma-4-26b-a4b-it",
         name: "Gemma 4",
         provider: "google",
+        agentRuntime: { id: "openclaw", source: "implicit" },
       },
       {
         id: "google/gemma-4-26b-a4b-it",
         name: "Gemma 4",
         provider: "openrouter",
+        contextWindow: 1_000_000,
+        agentRuntime: { id: "openclaw", source: "implicit" },
       },
     ];
     state.sessionsResult = createSessionsListResult({
@@ -5805,6 +5974,11 @@ describe("chat model controls", () => {
       defaultsModel: "google/gemma-4-26b-a4b-it",
       defaultsProvider: "openrouter",
     });
+    state.sessionsResult.sessions[0]!.agentRuntime = {
+      id: "openclaw",
+      source: "implicit",
+    };
+    state.sessionsResult.sessions[0]!.contextTokens = 272_000;
     const container = renderModelControls(state);
 
     const providerButtons = Array.from(
@@ -5821,7 +5995,7 @@ describe("chat model controls", () => {
     expect(
       container.querySelector<HTMLElement>('[data-chat-model-provider-group="openrouter"]')
         ?.textContent,
-    ).toContain("Gemma 4");
+    ).toContain("272k active · 1M max");
   });
 
   it("uses a unique catalog provider before an unrelated stale session hint", () => {
diff --git a/ui/src/pages/chat/components/chat-model-controls.ts b/ui/src/pages/chat/components/chat-model-controls.ts
index b9c91e77cde5..8fc0343057c1 100644
--- a/ui/src/pages/chat/components/chat-model-controls.ts
+++ b/ui/src/pages/chat/components/chat-model-controls.ts
@@ -2,7 +2,10 @@
 import { html } from "lit";
 import type { ModelCatalogEntry, SessionsListResult } from "../../../api/types.ts";
 import { t } from "../../../i18n/index.ts";
-import { normalizeChatModelProviderId } from "../../../lib/chat/model-ref.ts";
+import {
+  normalizeChatModelProviderId,
+  resolvePreferredServerChatModelValue,
+} from "../../../lib/chat/model-ref.ts";
 import {
   resolveChatFastModeSelectState,
   resolveChatModelSelectState,
@@ -272,6 +275,44 @@ export function renderChatModelControls(props: ChatModelControlsProps) {
     !explicitOverride && currentOverride.trim().toLowerCase() === defaultModel.trim().toLowerCase()
       ? ""
       : currentOverride;
+  const activeModelOption =
+    pickerValue === ""
+      ? modelOptions.find((option) => option.isDefault)
+      : modelOptions.find((option) => option.value === pickerValue);
+  const activeSessionModel = activeSession?.model
+    ? resolveChatModelCatalogEntry(
+        resolvePreferredServerChatModelValue(
+          activeSession.model,
+          activeSession.modelProvider,
+          props.modelCatalog,
+        ),
+        props.modelCatalog,
+      )
+    : undefined;
+  const activeOptionModel = activeModelOption
+    ? resolveChatModelCatalogEntry(activeModelOption.value, props.modelCatalog)
+    : undefined;
+  const activeSessionRuntime = activeSession?.agentRuntime?.id.trim().toLowerCase();
+  const activeOptionRuntime = (
+    activeOptionModel?.agentRuntime?.id ??
+    (activeModelOption?.isDefault ? props.sessionsResult?.defaults?.agentRuntime?.id : undefined)
+  )
+    ?.trim()
+    .toLowerCase();
+  const activeRuntimeMatches =
+    Boolean(activeSessionRuntime) && activeSessionRuntime === activeOptionRuntime;
+  // Missing or mismatched current-selection provenance cannot bind the cached
+  // session window. Even matching provenance is useful only after the switch settles.
+  if (
+    !props.modelSwitching &&
+    activeModelOption &&
+    activeSession?.contextTokens &&
+    activeRuntimeMatches &&
+    activeSessionModel !== undefined &&
+    activeSessionModel === activeOptionModel
+  ) {
+    activeModelOption.contextTokens = activeSession.contextTokens;
+  }
   const lockedModelLabel =
     props.modelSelectionRuntimeId?.trim().toLowerCase() === "codex"
       ? t("chat.selectors.nativeCodexModel")
diff --git a/ui/src/pages/chat/components/chat-model-picker-options.ts b/ui/src/pages/chat/components/chat-model-picker-options.ts
index 29ec41a85f02..3bf0634abebc 100644
--- a/ui/src/pages/chat/components/chat-model-picker-options.ts
+++ b/ui/src/pages/chat/components/chat-model-picker-options.ts
@@ -11,6 +11,7 @@ import { formatContextTokenCapacity } from "../../../lib/format.ts";
 export type ChatModelPickerOption = {
   agentRuntimeId?: string;
   commitValue: string;
+  contextTokens?: number;
   contextWindow?: number;
   disabled?: boolean;
   isDefault: boolean;
@@ -20,6 +21,18 @@ export type ChatModelPickerOption = {
   value: string;
 };
 
+function formatModelContextMeta(option: ChatModelPickerOption): string {
+  const active = option.contextTokens;
+  const maximum = option.contextWindow;
+  if (active && maximum && active !== maximum) {
+    return t("chat.modelControls.contextActiveAndMax", {
+      active: formatContextTokenCapacity(active),
+      maximum: formatContextTokenCapacity(maximum),
+    });
+  }
+  return maximum ? formatContextTokenCapacity(maximum) : "";
+}
+
 export type ChatModelPickerTargetGroup = {
   id: string;
   label: string;
@@ -74,7 +87,7 @@ export function renderChatModelPickerOption(params: {
     (params.entry.isDefault && params.selectedModelValue === "");
   const modelLabel = formatModelLabel(params.entry);
   const modelMeta = [
-    params.entry.contextWindow ? formatContextTokenCapacity(params.entry.contextWindow) : "",
+    formatModelContextMeta(params.entry),
     params.entry.supportsTools === false ? t("chat.modelControls.chatOnly") : "",
     params.entry.agentRuntimeId ? formatAgentRuntimeLabel(params.entry.agentRuntimeId) : "",
     params.entry.disabled ? t("modelSetup.candidates.signInNeeded") : "",
diff --git a/ui/src/pages/chat/components/chat-model-picker.ts b/ui/src/pages/chat/components/chat-model-picker.ts
index d293950d319c..dfc2364ee43f 100644
--- a/ui/src/pages/chat/components/chat-model-picker.ts
+++ b/ui/src/pages/chat/components/chat-model-picker.ts
@@ -4,7 +4,6 @@ import { icons } from "../../../components/icons.ts";
 import "../../../components/tooltip.ts";
 import { providerDisplayLabel } from "../../../components/provider-icon.ts";
 import { t } from "../../../i18n/index.ts";
-import { formatContextTokenCapacity } from "../../../lib/format.ts";
 import {
   renderChatModelPickerOption,
   renderChatModelPickerTargetOption,
@@ -301,9 +300,6 @@ export function renderChatModelPicker(params: ChatModelPickerParams) {
   ]
     .filter(Boolean)
     .join(" · ");
-  const triggerMeta = activeModelOption?.contextWindow
-    ? formatContextTokenCapacity(activeModelOption.contextWindow)
-    : "";
   const providerGroups = new Map<string, ChatModelPickerOption[]>();
   for (const option of params.modelOptions) {
     const existing = providerGroups.get(option.provider);
@@ -422,9 +418,6 @@ export function renderChatModelPicker(params: ChatModelPickerParams) {
         <span class="chat-controls__inline-select-label">
           ${params.triggerStatusLabel ?? params.triggerModelLabel}
         </span>
-        ${params.triggerStatusLabel || !triggerMeta
-          ? nothing
-          : html`<span class="chat-controls__trigger-meta">${triggerMeta}</span>`}
       </summary>
       <wa-popup data-anchored-overlay>
         <div