diff --git a/src/components/usage/UsageDashboard.tsx b/src/components/usage/UsageDashboard.tsx
index 844777ce7..b28d605df 100644
--- a/src/components/usage/UsageDashboard.tsx
+++ b/src/components/usage/UsageDashboard.tsx
@@ -80,53 +80,51 @@ export function UsageDashboard() {
       transition={{ duration: 0.4 }}
       className="space-y-8 pb-8"
     >
-      <div className="flex flex-col gap-4">
-        <div className="flex flex-col sm:flex-row sm:items-center justify-between gap-4">
-          <div className="flex flex-col gap-1">
-            <h2 className="text-2xl font-bold">{t("usage.title")}</h2>
-            <p className="text-sm text-muted-foreground">
-              {t("usage.subtitle")}
-            </p>
-          </div>
+      <div className="flex flex-col lg:flex-row lg:items-end justify-between gap-4 mb-2">
+        <div className="flex flex-col gap-1">
+          <h2 className="text-2xl font-bold tracking-tight">
+            {t("usage.title")}
+          </h2>
+          <p className="text-sm text-muted-foreground">{t("usage.subtitle")}</p>
         </div>
 
-        <div className="rounded-xl border border-border/50 bg-card/40 backdrop-blur-sm p-4">
-          <div className="flex flex-wrap items-center gap-1.5">
+        <div className="flex flex-wrap items-center gap-2">
+          <div className="flex items-center p-1 bg-muted/30 rounded-lg border border-border/50">
             {APP_FILTER_OPTIONS.map((type) => (
               <button
                 key={type}
                 type="button"
                 onClick={() => setAppType(type)}
                 className={cn(
-                  "px-4 py-1.5 rounded-lg text-sm font-medium transition-all",
+                  "px-3 py-1.5 rounded-md text-sm font-medium transition-all",
                   appType === type
-                    ? "bg-primary/10 text-primary shadow-sm border border-primary/20"
-                    : "text-muted-foreground hover:text-primary hover:bg-muted/50 border border-transparent",
+                    ? "bg-background text-primary shadow-sm"
+                    : "text-muted-foreground hover:text-foreground hover:bg-muted/50",
                 )}
               >
                 {t(`usage.appFilter.${type}`)}
               </button>
             ))}
+          </div>
 
-            <div className="ml-auto flex items-center gap-2">
-              <Button
-                type="button"
-                variant="ghost"
-                size="sm"
-                className="h-8 px-2 text-xs text-muted-foreground"
-                title={t("common.refresh", "刷新")}
-                onClick={changeRefreshInterval}
-              >
-                <RefreshCw className="mr-1 h-3.5 w-3.5" />
-                {refreshIntervalMs > 0 ? `${refreshIntervalMs / 1000}s` : "--"}
-              </Button>
+          <div className="flex items-center gap-2 ml-auto lg:ml-0">
+            <Button
+              type="button"
+              variant="outline"
+              size="sm"
+              className="h-9 px-3 text-xs"
+              title={t("common.refresh", "刷新")}
+              onClick={changeRefreshInterval}
+            >
+              <RefreshCw className="mr-2 h-3.5 w-3.5" />
+              {refreshIntervalMs > 0 ? `${refreshIntervalMs / 1000}s` : "--"}
+            </Button>
 
-              <UsageDateRangePicker
-                selection={range}
-                triggerLabel={rangeLabel}
-                onApply={(nextRange) => setRange(nextRange)}
-              />
-            </div>
+            <UsageDateRangePicker
+              selection={range}
+              triggerLabel={rangeLabel}
+              onApply={(nextRange) => setRange(nextRange)}
+            />
           </div>
         </div>
       </div>
diff --git a/src/components/usage/UsageHero.tsx b/src/components/usage/UsageHero.tsx
index f12dd7542..a3173bf77 100644
--- a/src/components/usage/UsageHero.tsx
+++ b/src/components/usage/UsageHero.tsx
@@ -201,112 +201,121 @@ export function UsageHero({
 
   return (
     <motion.div
-      initial={{ opacity: 0, y: 10 }}
+      initial={{ opacity: 0, y: 5 }}
       animate={{ opacity: 1, y: 0 }}
       transition={{ duration: 0.4 }}
     >
-      <Card className="relative overflow-hidden border border-border/50 bg-gradient-to-br from-primary/5 via-card/50 to-background/50 backdrop-blur-xl shadow-sm">
-        <CardContent className="p-6 md:p-8">
-          {/* Header: title + cost */}
-          <div className="flex flex-wrap items-start justify-between gap-4 mb-4">
-            <div className="flex items-center gap-2">
-              <div className={cn("p-2 rounded-lg", titleTheme.iconBg)}>
-                <Zap className={cn("h-4 w-4", titleTheme.accent)} />
-              </div>
-              <span className="text-sm font-medium text-muted-foreground">
-                {appLabel && (
-                  <>
-                    <span className={cn("font-semibold", titleTheme.accent)}>
-                      {appLabel}
+      <Card className="relative overflow-hidden border border-border/50 bg-card/60 backdrop-blur-xl shadow-sm">
+        <CardContent className="p-4 md:p-5">
+          <div className="flex flex-col gap-4">
+            {/* Top row: Main Token Count, Requests, Cost */}
+            <div className="flex flex-col md:flex-row md:items-center justify-between gap-4">
+              <div className="flex items-center gap-3">
+                <div
+                  className={cn(
+                    "p-2.5 rounded-xl bg-gradient-to-br shadow-sm",
+                    titleTheme.iconBg,
+                  )}
+                >
+                  <Zap className={cn("h-5 w-5", titleTheme.accent)} />
+                </div>
+                <div>
+                  <div className="text-xs font-medium text-muted-foreground flex items-center gap-1.5 mb-0.5">
+                    {appLabel && (
+                      <>
+                        <span
+                          className={cn("font-semibold", titleTheme.accent)}
+                        >
+                          {appLabel}
+                        </span>
+                        <span className="text-muted-foreground/30">•</span>
+                      </>
+                    )}
+                    {t("usage.realTotal", "真实消耗 Tokens")}
+                  </div>
+                  <div className="flex items-baseline gap-2">
+                    <span
+                      className="text-2xl md:text-3xl font-bold tabular-nums tracking-tight leading-none"
+                      title={realTotal.toLocaleString()}
+                    >
+                      {realTotal.toLocaleString()}
                     </span>
-                    <span className="mx-1.5 text-muted-foreground/40">·</span>
-                  </>
-                )}
-                {t("usage.realTotal", "真实消耗 Tokens")}
-              </span>
-            </div>
-            <div className="flex items-center gap-4 text-right">
-              <div className="flex flex-col">
-                <span className="text-xs text-muted-foreground">
-                  {t("usage.totalRequests")}
-                </span>
-                <span className="text-sm font-semibold flex items-center gap-1 justify-end">
-                  <Activity className="h-3.5 w-3.5 text-blue-500" />
-                  {requests.toLocaleString()}
-                </span>
+                    <span className="text-xs text-muted-foreground font-medium bg-muted/40 px-1.5 py-0.5 rounded-md">
+                      ≈ {formatTokensShort(realTotal, lang, 2)}
+                    </span>
+                  </div>
+                </div>
               </div>
-              <div className="flex flex-col">
-                <span className="text-xs text-muted-foreground">
-                  {t("usage.totalCost")}
-                </span>
-                <span className="text-sm font-semibold text-green-500">
-                  {totalCost == null ? "--" : fmtUsd(totalCost, 4)}
-                </span>
+
+              <div className="flex items-center gap-5 bg-background/50 px-4 py-2.5 rounded-xl border border-border/40 shadow-sm">
+                <div className="flex flex-col">
+                  <span className="text-[10px] text-muted-foreground uppercase tracking-wider font-medium">
+                    {t("usage.totalRequests")}
+                  </span>
+                  <span className="font-semibold flex items-center gap-1.5 text-sm tabular-nums">
+                    <Activity className="h-3.5 w-3.5 text-blue-500" />
+                    {requests.toLocaleString()}
+                  </span>
+                </div>
+                <div className="w-px h-8 bg-border/60" />
+                <div className="flex flex-col">
+                  <span className="text-[10px] text-muted-foreground uppercase tracking-wider font-medium">
+                    {t("usage.totalCost")}
+                  </span>
+                  <span className="font-semibold text-green-500 text-sm tabular-nums">
+                    {totalCost == null ? "--" : fmtUsd(totalCost, 4)}
+                  </span>
+                </div>
               </div>
             </div>
-          </div>
 
-          {/* Hero number */}
-          <div className="flex flex-col items-start mb-6">
-            <div
-              className="text-4xl md:text-5xl font-bold tracking-tight tabular-nums leading-tight"
-              title={realTotal.toLocaleString()}
-            >
-              {realTotal.toLocaleString()}
-            </div>
-            <div className="text-sm text-muted-foreground mt-1">
-              ≈ {formatTokensShort(realTotal, lang, 2)}{" "}
-              {t("usage.tokensSuffix", "tokens")}
-            </div>
-          </div>
-
-          {/* Breakdown row: 4 mini stats */}
-          <div className="grid grid-cols-2 md:grid-cols-4 gap-3 mb-5">
-            <MiniStat
-              icon={<ArrowDownToLine className="h-3.5 w-3.5" />}
-              label={t("usage.freshInput", "新增输入")}
-              value={formatTokensShort(input, lang)}
-              accent="text-blue-500"
-            />
-            <MiniStat
-              icon={<ArrowUpFromLine className="h-3.5 w-3.5" />}
-              label={t("usage.output")}
-              value={formatTokensShort(output, lang)}
-              accent="text-purple-500"
-            />
-            <MiniStat
-              icon={<Database className="h-3.5 w-3.5" />}
-              label={t("usage.cacheWrite", "缓存写入")}
-              value={cacheWriteDisplay.value}
-              accent="text-amber-500"
-              muted={cacheWriteDisplay.muted}
-              tooltip={cacheWriteDisplay.tooltip}
-            />
-            <MiniStat
-              icon={<Sparkles className="h-3.5 w-3.5" />}
-              label={t("usage.cacheRead", "缓存命中")}
-              value={formatTokensShort(cacheRead, lang)}
-              accent="text-emerald-500"
-            />
-          </div>
-
-          {/* Hit rate progress */}
-          <div className="space-y-2">
-            <div className="flex items-center justify-between text-xs">
-              <span className="text-muted-foreground">
-                {t("usage.cacheHitRate", "缓存命中率")}
-              </span>
-              <span className="font-semibold text-emerald-500 tabular-nums">
-                {hitPercentLabel}%
-              </span>
-            </div>
-            <div className="relative h-2 rounded-full bg-muted/50 overflow-hidden">
-              <motion.div
-                className="absolute inset-y-0 left-0 bg-gradient-to-r from-emerald-500/80 to-emerald-400 rounded-full"
-                initial={{ width: 0 }}
-                animate={{ width: `${hitPercent}%` }}
-                transition={{ duration: 0.8, ease: "easeOut" }}
+            {/* Bottom row: Breakdown and Hit Rate */}
+            <div className="grid grid-cols-2 lg:grid-cols-5 gap-3">
+              <MiniStat
+                icon={<ArrowDownToLine className="h-3.5 w-3.5" />}
+                label={t("usage.freshInput", "新增输入")}
+                value={formatTokensShort(input, lang)}
+                accent="text-blue-500"
               />
+              <MiniStat
+                icon={<ArrowUpFromLine className="h-3.5 w-3.5" />}
+                label={t("usage.output")}
+                value={formatTokensShort(output, lang)}
+                accent="text-purple-500"
+              />
+              <MiniStat
+                icon={<Database className="h-3.5 w-3.5" />}
+                label={t("usage.cacheWrite", "缓存写入")}
+                value={cacheWriteDisplay.value}
+                accent="text-amber-500"
+                muted={cacheWriteDisplay.muted}
+                tooltip={cacheWriteDisplay.tooltip}
+              />
+              <MiniStat
+                icon={<Sparkles className="h-3.5 w-3.5" />}
+                label={t("usage.cacheRead", "缓存命中")}
+                value={formatTokensShort(cacheRead, lang)}
+                accent="text-emerald-500"
+              />
+
+              <div className="col-span-2 lg:col-span-1 flex flex-col justify-center rounded-xl border border-border/40 bg-background/40 p-3 shadow-sm">
+                <div className="flex items-center justify-between text-[11px] mb-2">
+                  <span className="text-muted-foreground font-medium">
+                    {t("usage.cacheHitRate", "缓存命中率")}
+                  </span>
+                  <span className="font-bold text-emerald-500 tabular-nums">
+                    {hitPercentLabel}%
+                  </span>
+                </div>
+                <div className="relative h-1.5 rounded-full bg-muted/60 overflow-hidden">
+                  <motion.div
+                    className="absolute inset-y-0 left-0 bg-emerald-500 rounded-full"
+                    initial={{ width: 0 }}
+                    animate={{ width: `${hitPercent}%` }}
+                    transition={{ duration: 0.8, ease: "easeOut" }}
+                  />
+                </div>
+              </div>
             </div>
           </div>
         </CardContent>
@@ -336,21 +345,21 @@ function MiniStat({
 }: MiniStatProps) {
   return (
     <div
-      className="flex flex-col gap-1 rounded-lg border border-border/40 bg-background/40 px-3 py-2.5"
+      className="flex flex-col gap-1 rounded-xl border border-border/40 bg-background/40 p-3 shadow-sm"
       title={tooltip}
     >
       <div
-        className={`flex items-center gap-1.5 text-xs text-muted-foreground ${accent}`}
+        className={`flex items-center gap-1.5 text-[11px] font-medium text-muted-foreground ${accent}`}
       >
         {icon}
-        <span className="text-foreground/70">{label}</span>
+        <span className="text-foreground/70 tracking-wide">{label}</span>
         {tooltip && (
-          <Info className="h-3 w-3 text-muted-foreground/60 shrink-0" />
+          <Info className="h-3 w-3 text-muted-foreground/60 shrink-0 ml-auto" />
         )}
       </div>
       <div
         className={cn(
-          "text-base font-semibold tabular-nums",
+          "text-sm font-semibold tabular-nums",
           muted && "text-muted-foreground/70",
         )}
       >
diff --git a/src/i18n/locales/en.json b/src/i18n/locales/en.json
index 8fb4a8256..af0a09d4e 100644
--- a/src/i18n/locales/en.json
+++ b/src/i18n/locales/en.json
@@ -1345,7 +1345,6 @@
     "cacheTokens": "Cache Tokens",
     "realTotal": "Tokens Processed",
     "realTotalHint": "Input + Output + Cache Write + Cache Read",
-    "tokensSuffix": "tokens",
     "freshInput": "Fresh Input",
     "cacheHitRate": "Cache Hit Rate",
     "requestLogs": "Request Logs",
diff --git a/src/i18n/locales/ja.json b/src/i18n/locales/ja.json
index c59ca40a3..45d2556ae 100644
--- a/src/i18n/locales/ja.json
+++ b/src/i18n/locales/ja.json
@@ -1345,7 +1345,6 @@
     "cacheTokens": "キャッシュトークン",
     "realTotal": "実消費トークン",
     "realTotalHint": "Input + Output + キャッシュ書込 + キャッシュ命中",
-    "tokensSuffix": "tokens",
     "freshInput": "新規入力",
     "cacheHitRate": "キャッシュヒット率",
     "requestLogs": "リクエストログ",
diff --git a/src/i18n/locales/zh-TW.json b/src/i18n/locales/zh-TW.json
index 8ef165340..5e0e908cc 100644
--- a/src/i18n/locales/zh-TW.json
+++ b/src/i18n/locales/zh-TW.json
@@ -1291,7 +1291,6 @@
     "cacheTokens": "快取 Token",
     "realTotal": "真實消耗 Tokens",
     "realTotalHint": "Input + Output + 快取建立 + 快取命中",
-    "tokensSuffix": "Tokens",
     "freshInput": "新增輸入",
     "cacheHitRate": "快取命中率",
     "requestLogs": "請求日誌",
diff --git a/src/i18n/locales/zh.json b/src/i18n/locales/zh.json
index e416252d0..3eaabcaa1 100644
--- a/src/i18n/locales/zh.json
+++ b/src/i18n/locales/zh.json
@@ -1345,7 +1345,6 @@
     "cacheTokens": "缓存 Token",
     "realTotal": "真实消耗 Tokens",
     "realTotalHint": "Input + Output + 缓存写入 + 缓存命中",
-    "tokensSuffix": "tokens",
     "freshInput": "新增输入",
     "cacheHitRate": "缓存命中率",
     "requestLogs": "请求日志",