diff --git a/packages/ui/src/components/layout/ContextSidebarTab.tsx b/packages/ui/src/components/layout/ContextSidebarTab.tsx
index f8e43545..f15e8467 100644
--- a/packages/ui/src/components/layout/ContextSidebarTab.tsx
+++ b/packages/ui/src/components/layout/ContextSidebarTab.tsx
@@ -8,6 +8,7 @@ import { useThemeSystem } from '@/contexts/useThemeSystem';
 import { generateSyntaxTheme } from '@/lib/theme/syntaxThemeGenerator';
 import { useConfigStore } from '@/stores/useConfigStore';
 import { useSessionUIStore } from '@/sync/session-ui-store';
+import { computeCacheHitRate } from '@/stores/utils/tokenUtils';
 import { useSessions, useSessionMessageRecords } from '@/sync/sync-context';
 import { copyTextToClipboard } from '@/lib/clipboard';
 import { getCurrentIntlLocale, useI18n } from '@/lib/i18n';
@@ -340,6 +341,14 @@ export const ContextPanelContent: React.FC = () => {
 
     const tokenBreakdown = contextMessage ? extractTokenBreakdown(contextMessage) : EMPTY_BREAKDOWN;
 
+    // Cache hit rate for the last assistant message. `input` is the non-cached portion
+    // (total input - cache.read - cache.write per SDK's session.ts:getUsage),
+    // so hit rate = cache.read / (input + cache.read + cache.write).
+    const cacheHitRate = computeCacheHitRate({
+      input: tokenBreakdown.input,
+      cache: { read: tokenBreakdown.cacheRead, write: tokenBreakdown.cacheWrite },
+    });
+
     const totalAssistantCost = assistantMessages.reduce((sum, message) => {
       const cost = toNonNegativeNumber((message.info as { cost?: unknown }).cost);
       return sum + cost;
@@ -384,6 +393,7 @@ export const ContextPanelContent: React.FC = () => {
       providerModel,
       tokenBreakdown,
       usagePercent,
+      cacheHitRate,
       totalAssistantCost,
       contextLimit,
       breakdown: {
@@ -471,18 +481,29 @@ export const ContextPanelContent: React.FC = () => {
 
         {/* ── Last turn tokens ── */}
         <div className="mb-5 rounded-lg bg-[var(--surface-elevated)]/70 px-4 py-3.5">
-          <div className="typography-micro text-muted-foreground">{t('contextSidebar.section.lastAssistantMessage')}</div>
-          <div className="mt-2.5 grid grid-cols-3 gap-x-4 gap-y-2.5">
+          <div className="typography-micro text-muted-foreground mb-2.5">{t('contextSidebar.section.lastAssistantMessage')}</div>
+          <div className="grid grid-cols-3 gap-x-4 gap-y-2.5">
             {([
-              { label: t('contextSidebar.tokens.input'), value: viewModel.tokenBreakdown.input },
-              { label: t('contextSidebar.tokens.output'), value: viewModel.tokenBreakdown.output },
-              { label: t('contextSidebar.tokens.reasoning'), value: viewModel.tokenBreakdown.reasoning },
-              { label: t('contextSidebar.tokens.cacheRead'), value: viewModel.tokenBreakdown.cacheRead },
-              { label: t('contextSidebar.tokens.cacheWrite'), value: viewModel.tokenBreakdown.cacheWrite },
+              { label: t('contextSidebar.tokens.input'), value: viewModel.tokenBreakdown.input, format: 'count' },
+              { label: t('contextSidebar.tokens.output'), value: viewModel.tokenBreakdown.output, format: 'count' },
+              { label: t('contextSidebar.tokens.reasoning'), value: viewModel.tokenBreakdown.reasoning, format: 'count' },
+              { label: t('contextSidebar.tokens.cacheRead'), value: viewModel.tokenBreakdown.cacheRead, format: 'count' },
+              { label: t('contextSidebar.tokens.cacheWrite'), value: viewModel.tokenBreakdown.cacheWrite, format: 'count' },
+              {
+                label: t('contextSidebar.tokens.cacheHit'),
+                value: viewModel.cacheHitRate.hasInput ? viewModel.cacheHitRate.percent : null,
+                format: 'percent',
+              },
             ] as const).map((item) => (
               <div key={item.label}>
                 <div className="typography-micro text-muted-foreground/70">{item.label}</div>
-                <div className="mt-0.5 typography-ui-label tabular-nums text-foreground">{formatNumber(item.value)}</div>
+                <div className="mt-0.5 typography-ui-label tabular-nums text-foreground">
+                  {item.value !== null && item.value !== undefined
+                    ? item.format === 'percent'
+                      ? `${item.value.toFixed(1)}%`
+                      : formatNumber(item.value)
+                    : '—'}
+                </div>
               </div>
             ))}
           </div>
diff --git a/packages/ui/src/lib/i18n/messages/en.ts b/packages/ui/src/lib/i18n/messages/en.ts
index 6e7e0c5b..a1dd5582 100644
--- a/packages/ui/src/lib/i18n/messages/en.ts
+++ b/packages/ui/src/lib/i18n/messages/en.ts
@@ -1158,6 +1158,7 @@ export const dict = {
   'contextSidebar.tokens.reasoning': 'Reasoning',
   'contextSidebar.tokens.cacheRead': 'Cache Read',
   'contextSidebar.tokens.cacheWrite': 'Cache Write',
+  'contextSidebar.tokens.cacheHit': 'Cache Hit',
   'contextSidebar.actions.copyJson': 'Copy JSON',
   'contextSidebar.actions.copy': 'Copy',
   'contextSidebar.actions.copied': 'Copied',
diff --git a/packages/ui/src/lib/i18n/messages/es.ts b/packages/ui/src/lib/i18n/messages/es.ts
index 03a42d09..764db8dc 100644
--- a/packages/ui/src/lib/i18n/messages/es.ts
+++ b/packages/ui/src/lib/i18n/messages/es.ts
@@ -1124,6 +1124,7 @@ export const dict: Record<I18nKey, string> = {
   "contextSidebar.tokens.reasoning": "Razonamiento",
   "contextSidebar.tokens.cacheRead": "Lectura de caché",
   "contextSidebar.tokens.cacheWrite": "Escritura de caché",
+  "contextSidebar.tokens.cacheHit": "Acierto de caché",
   "contextSidebar.actions.copyJson": "Copiar JSON",
   "contextSidebar.actions.copy": "Copiar",
   "contextSidebar.actions.copied": "Copiado",
diff --git a/packages/ui/src/lib/i18n/messages/fr.ts b/packages/ui/src/lib/i18n/messages/fr.ts
index 356bd414..c1530922 100644
--- a/packages/ui/src/lib/i18n/messages/fr.ts
+++ b/packages/ui/src/lib/i18n/messages/fr.ts
@@ -1031,6 +1031,7 @@ export const dict = {
   'contextSidebar.tokens.reasoning': 'Raisonnement',
   'contextSidebar.tokens.cacheRead': 'Lecture du cache',
   'contextSidebar.tokens.cacheWrite': 'Écriture du cache',
+  'contextSidebar.tokens.cacheHit': 'Succès du cache',
   'contextSidebar.actions.copyJson': 'Copier JSON',
   'contextSidebar.actions.copy': 'Copie',
   'contextSidebar.actions.copied': 'Copié',
diff --git a/packages/ui/src/lib/i18n/messages/ko.ts b/packages/ui/src/lib/i18n/messages/ko.ts
index fc4b7300..0dac5ae8 100644
--- a/packages/ui/src/lib/i18n/messages/ko.ts
+++ b/packages/ui/src/lib/i18n/messages/ko.ts
@@ -1161,6 +1161,7 @@ export const dict: Record<I18nKey, string> = {
   'contextSidebar.tokens.reasoning': '추론',
   'contextSidebar.tokens.cacheRead': '캐시 읽기',
   'contextSidebar.tokens.cacheWrite': '캐시 쓰기',
+  'contextSidebar.tokens.cacheHit': '캐시 적중',
   'contextSidebar.actions.copyJson': 'JSON 복사',
   'contextSidebar.actions.copy': '복사',
   'contextSidebar.actions.copied': '복사됨',
diff --git a/packages/ui/src/lib/i18n/messages/pl.ts b/packages/ui/src/lib/i18n/messages/pl.ts
index 1fb9f0aa..73e62e7c 100644
--- a/packages/ui/src/lib/i18n/messages/pl.ts
+++ b/packages/ui/src/lib/i18n/messages/pl.ts
@@ -1322,6 +1322,7 @@ export const dict: Record<I18nKey, string> = {
   'contextSidebar.stats.user': 'Użytkownik',
   'contextSidebar.tokens.cacheRead': 'Odczyt cache',
   'contextSidebar.tokens.cacheWrite': 'Zapis cache',
+  'contextSidebar.tokens.cacheHit': 'Trafienie cache',
   'contextSidebar.tokens.input': 'Wejście',
   'contextSidebar.tokens.output': 'Wyjście',
   'contextSidebar.tokens.reasoning': 'Rozumowanie',
diff --git a/packages/ui/src/lib/i18n/messages/pt-BR.ts b/packages/ui/src/lib/i18n/messages/pt-BR.ts
index f653a34b..1e77dec9 100644
--- a/packages/ui/src/lib/i18n/messages/pt-BR.ts
+++ b/packages/ui/src/lib/i18n/messages/pt-BR.ts
@@ -1124,6 +1124,7 @@ export const dict: Record<I18nKey, string> = {
   "contextSidebar.tokens.reasoning": "Raciocínio",
   "contextSidebar.tokens.cacheRead": "Leitura de cache",
   "contextSidebar.tokens.cacheWrite": "Escrita de cache",
+  "contextSidebar.tokens.cacheHit": "Acerto de cache",
   "contextSidebar.actions.copyJson": "Copiar JSON",
   "contextSidebar.actions.copy": "Copiar",
   "contextSidebar.actions.copied": "Copiado",
diff --git a/packages/ui/src/lib/i18n/messages/uk.ts b/packages/ui/src/lib/i18n/messages/uk.ts
index 1a0cbe50..a47c2b23 100644
--- a/packages/ui/src/lib/i18n/messages/uk.ts
+++ b/packages/ui/src/lib/i18n/messages/uk.ts
@@ -1124,6 +1124,7 @@ export const dict: Record<I18nKey, string> = {
   "contextSidebar.tokens.reasoning": "Міркування",
   "contextSidebar.tokens.cacheRead": "Читання кешу",
   "contextSidebar.tokens.cacheWrite": "Запис кешу",
+  "contextSidebar.tokens.cacheHit": "Влучання в кеш",
   "contextSidebar.actions.copyJson": "Скопіювати JSON",
   "contextSidebar.actions.copy": "Копіювати",
   "contextSidebar.actions.copied": "Скопійовано",
diff --git a/packages/ui/src/lib/i18n/messages/zh-CN.ts b/packages/ui/src/lib/i18n/messages/zh-CN.ts
index fb4633f8..34c45be2 100644
--- a/packages/ui/src/lib/i18n/messages/zh-CN.ts
+++ b/packages/ui/src/lib/i18n/messages/zh-CN.ts
@@ -1124,6 +1124,7 @@ export const dict: Record<I18nKey, string> = {
   'contextSidebar.tokens.reasoning': '推理',
   'contextSidebar.tokens.cacheRead': '缓存读取',
   'contextSidebar.tokens.cacheWrite': '缓存写入',
+  'contextSidebar.tokens.cacheHit': '缓存命中',
   'contextSidebar.actions.copyJson': '复制 JSON',
   'contextSidebar.actions.copy': '复制',
   'contextSidebar.actions.copied': '已复制',
diff --git a/packages/ui/src/lib/i18n/messages/zh-TW.ts b/packages/ui/src/lib/i18n/messages/zh-TW.ts
index f954f99d..83a004d6 100644
--- a/packages/ui/src/lib/i18n/messages/zh-TW.ts
+++ b/packages/ui/src/lib/i18n/messages/zh-TW.ts
@@ -1134,6 +1134,7 @@ export const dict: Record<I18nKey, string> = {
   'contextSidebar.tokens.reasoning': '推理',
   'contextSidebar.tokens.cacheRead': '快取讀取',
   'contextSidebar.tokens.cacheWrite': '快取寫入',
+  'contextSidebar.tokens.cacheHit': '快取命中',
   'contextSidebar.actions.copyJson': '複製 JSON',
   'contextSidebar.actions.copy': '複製',
   'contextSidebar.actions.copied': '已複製',
diff --git a/packages/ui/src/stores/utils/tokenUtils.test.ts b/packages/ui/src/stores/utils/tokenUtils.test.ts
new file mode 100644
index 00000000..63d8cf6d
--- /dev/null
+++ b/packages/ui/src/stores/utils/tokenUtils.test.ts
@@ -0,0 +1,97 @@
+import { describe, expect, test } from "bun:test"
+import { computeCacheHitRate, sumTokenBreakdown } from "./tokenUtils"
+
+describe("computeCacheHitRate", () => {
+  test("returns zero and hasInput=false for null input", () => {
+    const result = computeCacheHitRate(null)
+    expect(result).toEqual({ percent: 0, hasInput: false })
+  })
+
+  test("returns zero and hasInput=false for undefined input", () => {
+    const result = computeCacheHitRate(undefined)
+    expect(result).toEqual({ percent: 0, hasInput: false })
+  })
+
+  test("returns zero and hasInput=false when input is zero", () => {
+    const result = computeCacheHitRate({ input: 0, cache: { read: 0, write: 0 } })
+    expect(result).toEqual({ percent: 0, hasInput: false })
+  })
+
+  test("returns zero and hasInput=false when input is negative", () => {
+    const result = computeCacheHitRate({ input: -5, cache: { read: 0, write: 0 } })
+    expect(result).toEqual({ percent: 0, hasInput: false })
+  })
+
+  test("returns zero percent when no cache read tokens", () => {
+    const result = computeCacheHitRate({ input: 1000, cache: { read: 0, write: 200 } })
+    expect(result).toEqual({ percent: 0, hasInput: true })
+  })
+
+  test("computes correct percentage: 31.25% with cache read + cache write", () => {
+    // total = 1000 + 500 + 100 = 1600, hit = 500 / 1600 = 31.25%
+    const result = computeCacheHitRate({ input: 1000, cache: { read: 500, write: 100 } })
+    expect(Math.abs(result.percent - 31.25) < 1e-2).toBe(true)
+    expect(result.hasInput).toBe(true)
+  })
+
+  test("computes correct percentage: 50% when cache read equals non-cached input (no cache write)", () => {
+    // total = 1000 + 1000 + 0 = 2000, hit = 1000 / 2000 = 50%
+    const result = computeCacheHitRate({ input: 1000, cache: { read: 1000, write: 0 } })
+    expect(result.percent).toBe(50)
+    expect(result.hasInput).toBe(true)
+  })
+
+  test("handles missing cache object", () => {
+    const result = computeCacheHitRate({ input: 500 })
+    expect(result).toEqual({ percent: 0, hasInput: true })
+  })
+
+  test("handles missing cache.read", () => {
+    const result = computeCacheHitRate({ input: 500, cache: { write: 100 } })
+    expect(result).toEqual({ percent: 0, hasInput: true })
+  })
+
+  test("computes below 100% when cache.read is larger than non-cached input", () => {
+    // total = 200 + 100 = 300, hit = 200 / 300 = 66.7% — not clamped
+    const result = computeCacheHitRate({ input: 100, cache: { read: 200, write: 0 } })
+    expect(Math.abs(result.percent - 66.67) < 1e-2).toBe(true)
+    expect(result.hasInput).toBe(true)
+  })
+
+  test("clamps to 0% when cache.read is negative (defensive against bad data)", () => {
+    const result = computeCacheHitRate({ input: 100, cache: { read: -50, write: 0 } })
+    expect(result.percent).toBe(0)
+    expect(result.hasInput).toBe(true)
+  })
+
+  test("handles real-world Anthropic example: 850 cached + 100 write + 1000 non-cached", () => {
+    // total = 1000 + 850 + 100 = 1950, hit = 850 / 1950 ≈ 43.6%
+    const result = computeCacheHitRate({ input: 1000, cache: { read: 850, write: 100 } })
+    expect(Math.abs(result.percent - 43.59) < 1e-1).toBe(true)
+    expect(result.hasInput).toBe(true)
+  })
+
+  test("handles real-world Anthropic example: zero cache on first turn", () => {
+    // First turn always has 0 cache — should show 0% with hasInput=true
+    const result = computeCacheHitRate({ input: 2000, cache: { read: 0, write: 2000 } })
+    expect(result.percent).toBe(0)
+    expect(result.hasInput).toBe(true)
+  })
+})
+
+describe("sumTokenBreakdown (regression)", () => {
+  test("sums all fields", () => {
+    const total = sumTokenBreakdown({
+      input: 100,
+      output: 50,
+      reasoning: 20,
+      cache: { read: 80, write: 20 },
+    })
+    expect(total).toBe(270)
+  })
+
+  test("handles null safely", () => {
+    expect(sumTokenBreakdown(null)).toBe(0)
+    expect(sumTokenBreakdown(undefined)).toBe(0)
+  })
+})
diff --git a/packages/ui/src/stores/utils/tokenUtils.ts b/packages/ui/src/stores/utils/tokenUtils.ts
index 1562ffc2..4b944449 100644
--- a/packages/ui/src/stores/utils/tokenUtils.ts
+++ b/packages/ui/src/stores/utils/tokenUtils.ts
@@ -10,7 +10,7 @@ type TokenBreakdown = {
     };
 };
 
-const sumTokenBreakdown = (breakdown: TokenBreakdown | null | undefined): number => {
+export const sumTokenBreakdown = (breakdown: TokenBreakdown | null | undefined): number => {
     if (!breakdown || typeof breakdown !== 'object') {
         return 0;
     }
@@ -49,3 +49,46 @@ export const extractTokensFromMessage = (message: { info: Message; parts: Part[]
 
     return sumTokenBreakdown(tokenPart.tokens);
 };
+
+type CacheHitRateResult = {
+    /** Cache hit rate as a 0-100 percentage. 0 when there is no input to compare against. */
+    percent: number;
+    /** True iff `breakdown` had a positive inclusive input total. When false, `percent` is meaningless. */
+    hasInput: boolean;
+};
+
+/**
+ * Compute prefix-cache hit rate from a token breakdown.
+ *
+ * The SDK reports `input` as the non-cached portion (total input minus
+ * cache reads and cache writes). The full input processed by the model is
+ * therefore:
+ *
+ *   totalInput = input + cache.read + cache.write
+ *
+ *   cacheHitRate = cache.read / totalInput
+ *
+ * Verified against the SDK source (`session.ts:getUsage`): `input` 
+ * is `safe(inputTokens - cacheReadInputTokens - cacheWriteInputTokens)`.
+ *
+ * Returns `hasInput: false` when there is no total input to compare against,
+ * in which case `percent` is 0 and callers should hide the display.
+ */
+export const computeCacheHitRate = (breakdown: TokenBreakdown | null | undefined): CacheHitRateResult => {
+    if (!breakdown || typeof breakdown !== 'object') {
+        return { percent: 0, hasInput: false };
+    }
+
+    const input = breakdown.input ?? 0;
+    const cacheRead = breakdown.cache && typeof breakdown.cache === 'object' ? breakdown.cache.read ?? 0 : 0;
+    const cacheWrite = breakdown.cache && typeof breakdown.cache === 'object' ? breakdown.cache.write ?? 0 : 0;
+    const total = input + cacheRead + cacheWrite;
+
+    if (total <= 0) {
+        return { percent: 0, hasInput: false };
+    }
+
+    const safeRead = Math.max(0, cacheRead);
+    const percent = Math.min(100, Math.max(0, (safeRead / total) * 100));
+    return { percent, hasInput: true };
+};