diff --git a/src/routes/admin.js b/src/routes/admin.js
index e908dfe1..7280af03 100644
--- a/src/routes/admin.js
+++ b/src/routes/admin.js
@@ -531,7 +531,34 @@ router.post('/claude-accounts/exchange-code', authenticateAdmin, async (req, res
 router.get('/claude-accounts', authenticateAdmin, async (req, res) => {
   try {
     const accounts = await claudeAccountService.getAllAccounts();
-    res.json({ success: true, data: accounts });
+    
+    // 为每个账户添加使用统计信息
+    const accountsWithStats = await Promise.all(accounts.map(async (account) => {
+      try {
+        const usageStats = await redis.getAccountUsageStats(account.id);
+        return {
+          ...account,
+          usage: {
+            daily: usageStats.daily,
+            total: usageStats.total,
+            averages: usageStats.averages
+          }
+        };
+      } catch (statsError) {
+        logger.warn(`⚠️ Failed to get usage stats for account ${account.id}:`, statsError.message);
+        // 如果获取统计失败，返回空统计
+        return {
+          ...account,
+          usage: {
+            daily: { tokens: 0, requests: 0, allTokens: 0 },
+            total: { tokens: 0, requests: 0, allTokens: 0 },
+            averages: { rpm: 0, tpm: 0 }
+          }
+        };
+      }
+    }));
+    
+    res.json({ success: true, data: accountsWithStats });
   } catch (error) {
     logger.error('❌ Failed to get Claude accounts:', error);
     res.status(500).json({ error: 'Failed to get Claude accounts', message: error.message });
@@ -718,7 +745,18 @@ router.post('/gemini-accounts/exchange-code', authenticateAdmin, async (req, res
 router.get('/gemini-accounts', authenticateAdmin, async (req, res) => {
   try {
     const accounts = await geminiAccountService.getAllAccounts();
-    res.json({ success: true, data: accounts });
+    
+    // 为Gemini账户添加空的使用统计（暂时）
+    const accountsWithStats = accounts.map(account => ({
+      ...account,
+      usage: {
+        daily: { tokens: 0, requests: 0, allTokens: 0 },
+        total: { tokens: 0, requests: 0, allTokens: 0 },
+        averages: { rpm: 0, tpm: 0 }
+      }
+    }));
+    
+    res.json({ success: true, data: accountsWithStats });
   } catch (error) {
     logger.error('❌ Failed to get Gemini accounts:', error);
     res.status(500).json({ error: 'Failed to get accounts', message: error.message });
diff --git a/web/admin/app.js b/web/admin/app.js
index be8421cd..41a4bbb1 100644
--- a/web/admin/app.js
+++ b/web/admin/app.js
@@ -192,6 +192,7 @@ const app = createApp({
             // 账户
             accounts: [],
             accountsLoading: false,
+            accountSortBy: 'dailyTokens', // 默认按今日Token排序
             showCreateAccountModal: false,
             createAccountLoading: false,
             accountForm: {
@@ -1868,6 +1869,9 @@ const app = createApp({
                         account.boundApiKeysCount = this.apiKeys.filter(key => key.geminiAccountId === account.id).length;
                     }
                 });
+                
+                // 加载完成后自动排序
+                this.sortAccounts();
             } catch (error) {
                 console.error('Failed to load accounts:', error);
             } finally {
@@ -1875,6 +1879,35 @@ const app = createApp({
             }
         },
         
+        // 账户排序
+        sortAccounts() {
+            if (!this.accounts || this.accounts.length === 0) return;
+            
+            this.accounts.sort((a, b) => {
+                switch (this.accountSortBy) {
+                    case 'name':
+                        return a.name.localeCompare(b.name);
+                    case 'dailyTokens':
+                        const aTokens = (a.usage && a.usage.daily && a.usage.daily.allTokens) || 0;
+                        const bTokens = (b.usage && b.usage.daily && b.usage.daily.allTokens) || 0;
+                        return bTokens - aTokens; // 降序
+                    case 'dailyRequests':
+                        const aRequests = (a.usage && a.usage.daily && a.usage.daily.requests) || 0;
+                        const bRequests = (b.usage && b.usage.daily && b.usage.daily.requests) || 0;
+                        return bRequests - aRequests; // 降序
+                    case 'totalTokens':
+                        const aTotalTokens = (a.usage && a.usage.total && a.usage.total.allTokens) || 0;
+                        const bTotalTokens = (b.usage && b.usage.total && b.usage.total.allTokens) || 0;
+                        return bTotalTokens - aTotalTokens; // 降序
+                    case 'lastUsed':
+                        const aLastUsed = a.lastUsedAt ? new Date(a.lastUsedAt) : new Date(0);
+                        const bLastUsed = b.lastUsedAt ? new Date(b.lastUsedAt) : new Date(0);
+                        return bLastUsed - aLastUsed; // 降序（最近使用的在前）
+                    default:
+                        return 0;
+                }
+            });
+        },
         
         async loadModelStats() {
             this.modelStatsLoading = true;
diff --git a/web/admin/index.html b/web/admin/index.html
index 8003b1b3..656e8f39 100644
--- a/web/admin/index.html
+++ b/web/admin/index.html
@@ -922,12 +922,21 @@
                                 <h3 class="text-xl font-bold text-gray-900 mb-2">账户管理</h3>
                                 <p class="text-gray-600">管理您的 Claude 和 Gemini 账户及代理配置</p>
                             </div>
-                            <button 
-                                @click.stop="openCreateAccountModal"
-                                class="btn btn-success px-6 py-3 flex items-center gap-2"
-                            >
-                                <i class="fas fa-plus"></i>添加账户
-                            </button>
+                            <div class="flex gap-2">
+                                <select v-model="accountSortBy" @change="sortAccounts()" class="form-input px-3 py-2 text-sm">
+                                    <option value="name">按名称排序</option>
+                                    <option value="dailyTokens">按今日Token排序</option>
+                                    <option value="dailyRequests">按今日请求数排序</option>
+                                    <option value="totalTokens">按总Token排序</option>
+                                    <option value="lastUsed">按最后使用排序</option>
+                                </select>
+                                <button 
+                                    @click.stop="openCreateAccountModal"
+                                    class="btn btn-success px-6 py-3 flex items-center gap-2"
+                                >
+                                    <i class="fas fa-plus"></i>添加账户
+                                </button>
+                            </div>
                         </div>
                         
                         <div v-if="accountsLoading" class="text-center py-12">
@@ -952,6 +961,7 @@
                                         <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">类型</th>
                                         <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">状态</th>
                                         <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">代理</th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">今日使用</th>
                                         <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">最后使用</th>
                                         <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">操作</th>
                                     </tr>
@@ -1024,6 +1034,22 @@
                                             </div>
                                             <div v-else class="text-gray-400">无代理</div>
                                         </td>
+                                        <td class="px-6 py-4 whitespace-nowrap text-sm">
+                                            <div v-if="account.usage && account.usage.daily" class="space-y-1">
+                                                <div class="flex items-center gap-2">
+                                                    <div class="w-2 h-2 bg-green-500 rounded-full"></div>
+                                                    <span class="text-sm font-medium text-gray-900">{{ account.usage.daily.requests || 0 }} 次</span>
+                                                </div>
+                                                <div class="flex items-center gap-2">
+                                                    <div class="w-2 h-2 bg-blue-500 rounded-full"></div>
+                                                    <span class="text-xs text-gray-600">{{ formatNumber(account.usage.daily.allTokens || 0) }} tokens</span>
+                                                </div>
+                                                <div v-if="account.usage.averages && account.usage.averages.rpm > 0" class="text-xs text-gray-500">
+                                                    平均 {{ account.usage.averages.rpm.toFixed(2) }} RPM
+                                                </div>
+                                            </div>
+                                            <div v-else class="text-gray-400 text-xs">暂无数据</div>
+                                        </td>
                                         <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">
                                             {{ account.lastUsedAt ? new Date(account.lastUsedAt).toLocaleDateString() : '从未使用' }}
                                         </td>