diff --git a/web/admin/app.js b/web/admin/app.js
index ad0a7682..2910ca4b 100644
--- a/web/admin/app.js
+++ b/web/admin/app.js
@@ -2488,7 +2488,11 @@ const app = createApp({
         // 格式化数字，添加千分符
         formatNumber(num) {
             if (num === null || num === undefined) return '0';
-            return Number(num).toLocaleString();
+            const number = Number(num);
+            if (number >= 1000000) {
+                return Math.floor(number / 1000000).toLocaleString() + 'M';
+            }
+            return number.toLocaleString();
         },
 
         // 格式化运行时间
diff --git a/web/admin/index.html b/web/admin/index.html
index 73016633..99e076bf 100644
--- a/web/admin/index.html
+++ b/web/admin/index.html
@@ -227,7 +227,7 @@
                                     <p class="text-3xl font-bold text-gray-900">{{ dashboardData.totalApiKeys }}</p>
                                     <p class="text-xs text-gray-500 mt-1">活跃: {{ dashboardData.activeApiKeys || 0 }}</p>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-blue-500 to-blue-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-blue-500 to-blue-600">
                                     <i class="fas fa-key"></i>
                                 </div>
                             </div>
@@ -245,7 +245,7 @@
                                         </span>
                                     </p>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-green-500 to-green-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-green-500 to-green-600">
                                     <i class="fas fa-user-circle"></i>
                                 </div>
                             </div>
@@ -258,7 +258,7 @@
                                     <p class="text-3xl font-bold text-gray-900">{{ dashboardData.todayRequests }}</p>
                                     <p class="text-xs text-gray-500 mt-1">总请求: {{ formatNumber(dashboardData.totalRequests || 0) }}</p>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-purple-500 to-purple-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-purple-500 to-purple-600">
                                     <i class="fas fa-chart-line"></i>
                                 </div>
                             </div>
@@ -271,7 +271,7 @@
                                     <p class="text-3xl font-bold text-green-600">{{ dashboardData.systemStatus }}</p>
                                     <p class="text-xs text-gray-500 mt-1">运行时间: {{ formatUptime(dashboardData.uptime) }}</p>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-yellow-500 to-orange-500">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-yellow-500 to-orange-500">
                                     <i class="fas fa-heartbeat"></i>
                                 </div>
                             </div>
@@ -284,7 +284,7 @@
                             <div class="flex items-center justify-between">
                                 <div class="flex-1 mr-8">
                                     <p class="text-sm font-semibold text-gray-600 mb-1">今日Token</p>
-                                    <div class="flex items-baseline gap-2 mb-2">
+                                    <div class="flex items-baseline gap-2 mb-2 flex-wrap">
                                         <p class="text-3xl font-bold text-blue-600">{{ formatNumber((dashboardData.todayInputTokens || 0) + (dashboardData.todayOutputTokens || 0) + (dashboardData.todayCacheCreateTokens || 0) + (dashboardData.todayCacheReadTokens || 0)) }}</p>
                                         <span class="text-sm text-green-600 font-medium">/ {{ costsData.todayCosts.formatted.totalCost }}</span>
                                     </div>
@@ -297,7 +297,7 @@
                                         </div>
                                     </div>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-indigo-500 to-indigo-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-indigo-500 to-indigo-600">
                                     <i class="fas fa-coins"></i>
                                 </div>
                             </div>
@@ -307,7 +307,7 @@
                             <div class="flex items-center justify-between">
                                 <div class="flex-1 mr-8">
                                     <p class="text-sm font-semibold text-gray-600 mb-1">总Token消耗</p>
-                                    <div class="flex items-baseline gap-2 mb-2">
+                                    <div class="flex items-baseline gap-2 mb-2 flex-wrap">
                                         <p class="text-3xl font-bold text-emerald-600">{{ formatNumber((dashboardData.totalInputTokens || 0) + (dashboardData.totalOutputTokens || 0) + (dashboardData.totalCacheCreateTokens || 0) + (dashboardData.totalCacheReadTokens || 0)) }}</p>
                                         <span class="text-sm text-green-600 font-medium">/ {{ costsData.totalCosts.formatted.totalCost }}</span>
                                     </div>
@@ -320,7 +320,7 @@
                                         </div>
                                     </div>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-emerald-500 to-emerald-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-emerald-500 to-emerald-600">
                                     <i class="fas fa-database"></i>
                                 </div>
                             </div>
@@ -333,7 +333,7 @@
                                     <p class="text-3xl font-bold text-orange-600">{{ dashboardData.systemRPM || 0 }}</p>
                                     <p class="text-xs text-gray-500 mt-1">每分钟请求数</p>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-orange-500 to-orange-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-orange-500 to-orange-600">
                                     <i class="fas fa-tachometer-alt"></i>
                                 </div>
                             </div>
@@ -346,7 +346,7 @@
                                     <p class="text-3xl font-bold text-rose-600">{{ dashboardData.systemTPM || 0 }}</p>
                                     <p class="text-xs text-gray-500 mt-1">每分钟Token数</p>
                                 </div>
-                                <div class="stat-icon bg-gradient-to-br from-rose-500 to-rose-600">
+                                <div class="stat-icon flex-shrink-0 bg-gradient-to-br from-rose-500 to-rose-600">
                                     <i class="fas fa-rocket"></i>
                                 </div>
                             </div>