Merge branch 'main' of https://github.com/Wei-Shaw/claude-relay-service

2026-01-22 16:43:35 +00:00 · 2025-07-26 10:32:05 +08:00
parent b8c7c3e9f5 ff612685f6
commit b37a7055ae
9 changed files with 582 additions and 31 deletions
--- a/2
+++ b/2
@@ -1 +1 @@
-1.1.21
+1.1.23
--- a/src/models/redis.js
+++ b/src/models/redis.js
@@ -282,6 +282,104 @@ class RedisClient {
    ]);
  }

+  // 📊 记录账户级别的使用统计
+  async incrementAccountUsage(accountId, totalTokens, inputTokens = 0, outputTokens = 0, cacheCreateTokens = 0, cacheReadTokens = 0, model = 'unknown') {
+    const now = new Date();
+    const today = getDateStringInTimezone(now);
+    const tzDate = getDateInTimezone(now);
+    const currentMonth = `${tzDate.getFullYear()}-${String(tzDate.getMonth() + 1).padStart(2, '0')}`;
+    const currentHour = `${today}:${String(getHourInTimezone(now)).padStart(2, '0')}`;
+    
+    // 账户级别统计的键
+    const accountKey = `account_usage:${accountId}`;
+    const accountDaily = `account_usage:daily:${accountId}:${today}`;
+    const accountMonthly = `account_usage:monthly:${accountId}:${currentMonth}`;
+    const accountHourly = `account_usage:hourly:${accountId}:${currentHour}`;
+    
+    // 账户按模型统计的键
+    const accountModelDaily = `account_usage:model:daily:${accountId}:${model}:${today}`;
+    const accountModelMonthly = `account_usage:model:monthly:${accountId}:${model}:${currentMonth}`;
+    const accountModelHourly = `account_usage:model:hourly:${accountId}:${model}:${currentHour}`;
+    
+    // 处理token分配
+    const finalInputTokens = inputTokens || 0;
+    const finalOutputTokens = outputTokens || 0;
+    const finalCacheCreateTokens = cacheCreateTokens || 0;
+    const finalCacheReadTokens = cacheReadTokens || 0;
+    const actualTotalTokens = finalInputTokens + finalOutputTokens + finalCacheCreateTokens + finalCacheReadTokens;
+    const coreTokens = finalInputTokens + finalOutputTokens;
+
+    await Promise.all([
+      // 账户总体统计
+      this.client.hincrby(accountKey, 'totalTokens', coreTokens),
+      this.client.hincrby(accountKey, 'totalInputTokens', finalInputTokens),
+      this.client.hincrby(accountKey, 'totalOutputTokens', finalOutputTokens),
+      this.client.hincrby(accountKey, 'totalCacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountKey, 'totalCacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountKey, 'totalAllTokens', actualTotalTokens),
+      this.client.hincrby(accountKey, 'totalRequests', 1),
+      
+      // 账户每日统计
+      this.client.hincrby(accountDaily, 'tokens', coreTokens),
+      this.client.hincrby(accountDaily, 'inputTokens', finalInputTokens),
+      this.client.hincrby(accountDaily, 'outputTokens', finalOutputTokens),
+      this.client.hincrby(accountDaily, 'cacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountDaily, 'cacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountDaily, 'allTokens', actualTotalTokens),
+      this.client.hincrby(accountDaily, 'requests', 1),
+      
+      // 账户每月统计
+      this.client.hincrby(accountMonthly, 'tokens', coreTokens),
+      this.client.hincrby(accountMonthly, 'inputTokens', finalInputTokens),
+      this.client.hincrby(accountMonthly, 'outputTokens', finalOutputTokens),
+      this.client.hincrby(accountMonthly, 'cacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountMonthly, 'cacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountMonthly, 'allTokens', actualTotalTokens),
+      this.client.hincrby(accountMonthly, 'requests', 1),
+      
+      // 账户每小时统计
+      this.client.hincrby(accountHourly, 'tokens', coreTokens),
+      this.client.hincrby(accountHourly, 'inputTokens', finalInputTokens),
+      this.client.hincrby(accountHourly, 'outputTokens', finalOutputTokens),
+      this.client.hincrby(accountHourly, 'cacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountHourly, 'cacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountHourly, 'allTokens', actualTotalTokens),
+      this.client.hincrby(accountHourly, 'requests', 1),
+      
+      // 账户按模型统计 - 每日
+      this.client.hincrby(accountModelDaily, 'inputTokens', finalInputTokens),
+      this.client.hincrby(accountModelDaily, 'outputTokens', finalOutputTokens),
+      this.client.hincrby(accountModelDaily, 'cacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountModelDaily, 'cacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountModelDaily, 'allTokens', actualTotalTokens),
+      this.client.hincrby(accountModelDaily, 'requests', 1),
+      
+      // 账户按模型统计 - 每月
+      this.client.hincrby(accountModelMonthly, 'inputTokens', finalInputTokens),
+      this.client.hincrby(accountModelMonthly, 'outputTokens', finalOutputTokens),
+      this.client.hincrby(accountModelMonthly, 'cacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountModelMonthly, 'cacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountModelMonthly, 'allTokens', actualTotalTokens),
+      this.client.hincrby(accountModelMonthly, 'requests', 1),
+      
+      // 账户按模型统计 - 每小时
+      this.client.hincrby(accountModelHourly, 'inputTokens', finalInputTokens),
+      this.client.hincrby(accountModelHourly, 'outputTokens', finalOutputTokens),
+      this.client.hincrby(accountModelHourly, 'cacheCreateTokens', finalCacheCreateTokens),
+      this.client.hincrby(accountModelHourly, 'cacheReadTokens', finalCacheReadTokens),
+      this.client.hincrby(accountModelHourly, 'allTokens', actualTotalTokens),
+      this.client.hincrby(accountModelHourly, 'requests', 1),
+      
+      // 设置过期时间
+      this.client.expire(accountDaily, 86400 * 32), // 32天过期
+      this.client.expire(accountMonthly, 86400 * 365), // 1年过期
+      this.client.expire(accountHourly, 86400 * 7), // 7天过期
+      this.client.expire(accountModelDaily, 86400 * 32), // 32天过期
+      this.client.expire(accountModelMonthly, 86400 * 365), // 1年过期
+      this.client.expire(accountModelHourly, 86400 * 7) // 7天过期
+    ]);
+  }
+
  async getUsageStats(keyId) {
    const totalKey = `usage:${keyId}`;
    const today = getDateStringInTimezone();
@@ -369,6 +467,110 @@ class RedisClient {
    };
  }

+  // 📊 获取账户使用统计
+  async getAccountUsageStats(accountId) {
+    const accountKey = `account_usage:${accountId}`;
+    const today = getDateStringInTimezone();
+    const accountDailyKey = `account_usage:daily:${accountId}:${today}`;
+    const tzDate = getDateInTimezone();
+    const currentMonth = `${tzDate.getFullYear()}-${String(tzDate.getMonth() + 1).padStart(2, '0')}`;
+    const accountMonthlyKey = `account_usage:monthly:${accountId}:${currentMonth}`;
+
+    const [total, daily, monthly] = await Promise.all([
+      this.client.hgetall(accountKey),
+      this.client.hgetall(accountDailyKey),
+      this.client.hgetall(accountMonthlyKey)
+    ]);
+
+    // 获取账户创建时间来计算平均值
+    const accountData = await this.client.hgetall(`claude_account:${accountId}`);
+    const createdAt = accountData.createdAt ? new Date(accountData.createdAt) : new Date();
+    const now = new Date();
+    const daysSinceCreated = Math.max(1, Math.ceil((now - createdAt) / (1000 * 60 * 60 * 24)));
+
+    const totalTokens = parseInt(total.totalTokens) || 0;
+    const totalRequests = parseInt(total.totalRequests) || 0;
+
+    // 计算平均RPM和TPM
+    const totalMinutes = Math.max(1, daysSinceCreated * 24 * 60);
+    const avgRPM = totalRequests / totalMinutes;
+    const avgTPM = totalTokens / totalMinutes;
+
+    // 处理账户统计数据
+    const handleAccountData = (data) => {
+      const tokens = parseInt(data.totalTokens) || parseInt(data.tokens) || 0;
+      const inputTokens = parseInt(data.totalInputTokens) || parseInt(data.inputTokens) || 0;
+      const outputTokens = parseInt(data.totalOutputTokens) || parseInt(data.outputTokens) || 0;
+      const requests = parseInt(data.totalRequests) || parseInt(data.requests) || 0;
+      const cacheCreateTokens = parseInt(data.totalCacheCreateTokens) || parseInt(data.cacheCreateTokens) || 0;
+      const cacheReadTokens = parseInt(data.totalCacheReadTokens) || parseInt(data.cacheReadTokens) || 0;
+      const allTokens = parseInt(data.totalAllTokens) || parseInt(data.allTokens) || 0;
+
+      const actualAllTokens = allTokens || (inputTokens + outputTokens + cacheCreateTokens + cacheReadTokens);
+
+      return {
+        tokens: tokens,
+        inputTokens: inputTokens,
+        outputTokens: outputTokens,
+        cacheCreateTokens: cacheCreateTokens,
+        cacheReadTokens: cacheReadTokens,
+        allTokens: actualAllTokens,
+        requests: requests
+      };
+    };
+
+    const totalData = handleAccountData(total);
+    const dailyData = handleAccountData(daily);
+    const monthlyData = handleAccountData(monthly);
+
+    return {
+      accountId: accountId,
+      total: totalData,
+      daily: dailyData,
+      monthly: monthlyData,
+      averages: {
+        rpm: Math.round(avgRPM * 100) / 100,
+        tpm: Math.round(avgTPM * 100) / 100,
+        dailyRequests: Math.round((totalRequests / daysSinceCreated) * 100) / 100,
+        dailyTokens: Math.round((totalTokens / daysSinceCreated) * 100) / 100
+      }
+    };
+  }
+
+  // 📈 获取所有账户的使用统计
+  async getAllAccountsUsageStats() {
+    try {
+      // 获取所有Claude账户
+      const accountKeys = await this.client.keys('claude_account:*');
+      const accountStats = [];
+      
+      for (const accountKey of accountKeys) {
+        const accountId = accountKey.replace('claude_account:', '');
+        const accountData = await this.client.hgetall(accountKey);
+        
+        if (accountData.name) {
+          const stats = await this.getAccountUsageStats(accountId);
+          accountStats.push({
+            id: accountId,
+            name: accountData.name,
+            email: accountData.email || '',
+            status: accountData.status || 'unknown',
+            isActive: accountData.isActive === 'true',
+            ...stats
+          });
+        }
+      }
+      
+      // 按当日token使用量排序
+      accountStats.sort((a, b) => (b.daily.allTokens || 0) - (a.daily.allTokens || 0));
+      
+      return accountStats;
+    } catch (error) {
+      logger.error('❌ Failed to get all accounts usage stats:', error);
+      return [];
+    }
+  }
+
  // 🧹 清空所有API Key的使用统计数据
  async resetAllUsageStats() {
    const client = this.getClientSafe();
--- a/src/routes/admin.js
+++ b/src/routes/admin.js
@@ -575,7 +575,34 @@ 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 });
@@ -762,7 +789,18 @@ 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 });
@@ -835,6 +873,73 @@ router.post('/gemini-accounts/:accountId/refresh', authenticateAdmin, async (req
  }
 });

+// 📊 账户使用统计
+
+// 获取所有账户的使用统计
+router.get('/accounts/usage-stats', authenticateAdmin, async (req, res) => {
+  try {
+    const accountsStats = await redis.getAllAccountsUsageStats();
+    
+    res.json({
+      success: true,
+      data: accountsStats,
+      summary: {
+        totalAccounts: accountsStats.length,
+        activeToday: accountsStats.filter(account => account.daily.requests > 0).length,
+        totalDailyTokens: accountsStats.reduce((sum, account) => sum + (account.daily.allTokens || 0), 0),
+        totalDailyRequests: accountsStats.reduce((sum, account) => sum + (account.daily.requests || 0), 0)
+      },
+      timestamp: new Date().toISOString()
+    });
+  } catch (error) {
+    logger.error('❌ Failed to get accounts usage stats:', error);
+    res.status(500).json({
+      success: false,
+      error: 'Failed to get accounts usage stats',
+      message: error.message
+    });
+  }
+});
+
+// 获取单个账户的使用统计
+router.get('/accounts/:accountId/usage-stats', authenticateAdmin, async (req, res) => {
+  try {
+    const { accountId } = req.params;
+    const accountStats = await redis.getAccountUsageStats(accountId);
+    
+    // 获取账户基本信息
+    const accountData = await claudeAccountService.getAccount(accountId);
+    if (!accountData) {
+      return res.status(404).json({
+        success: false,
+        error: 'Account not found'
+      });
+    }
+    
+    res.json({
+      success: true,
+      data: {
+        ...accountStats,
+        accountInfo: {
+          name: accountData.name,
+          email: accountData.email,
+          status: accountData.status,
+          isActive: accountData.isActive,
+          createdAt: accountData.createdAt
+        }
+      },
+      timestamp: new Date().toISOString()
+    });
+  } catch (error) {
+    logger.error('❌ Failed to get account usage stats:', error);
+    res.status(500).json({
+      success: false,
+      error: 'Failed to get account usage stats',
+      message: error.message
+    });
+  }
+});
+
 // 📊 系统统计

 // 获取系统概览
--- a/src/routes/api.js
+++ b/src/routes/api.js
@@ -68,8 +68,9 @@ async function handleMessagesRequest(req, res) {
          const cacheReadTokens = usageData.cache_read_input_tokens || 0;
          const model = usageData.model || 'unknown';
          
-          // 记录真实的token使用量（包含模型信息和所有4种token）
-          apiKeyService.recordUsage(req.apiKey.id, inputTokens, outputTokens, cacheCreateTokens, cacheReadTokens, model).catch(error => {
+          // 记录真实的token使用量（包含模型信息和所有4种token以及账户ID）
+          const accountId = usageData.accountId;
+          apiKeyService.recordUsage(req.apiKey.id, inputTokens, outputTokens, cacheCreateTokens, cacheReadTokens, model, accountId).catch(error => {
            logger.error('❌ Failed to record stream usage:', error);
          });
          
@@ -135,8 +136,9 @@ async function handleMessagesRequest(req, res) {
          const cacheReadTokens = jsonData.usage.cache_read_input_tokens || 0;
          const model = jsonData.model || req.body.model || 'unknown';
          
-          // 记录真实的token使用量（包含模型信息和所有4种token）
-          await apiKeyService.recordUsage(req.apiKey.id, inputTokens, outputTokens, cacheCreateTokens, cacheReadTokens, model);
+          // 记录真实的token使用量（包含模型信息和所有4种token以及账户ID）
+          const accountId = response.accountId;
+          await apiKeyService.recordUsage(req.apiKey.id, inputTokens, outputTokens, cacheCreateTokens, cacheReadTokens, model, accountId);
          
          // 更新时间窗口内的token计数
          if (req.rateLimitInfo) {
--- a/src/routes/openaiClaudeRoutes.js
+++ b/src/routes/openaiClaudeRoutes.js
@@ -258,7 +258,8 @@ async function handleChatCompletion(req, res, apiKeyData) {
              outputTokens, 
              cacheCreateTokens, 
              cacheReadTokens, 
-              model
+              model,
+              accountId
            ).catch(error => {
              logger.error('❌ Failed to record usage:', error);
            });
@@ -327,7 +328,8 @@ async function handleChatCompletion(req, res, apiKeyData) {
          usage.output_tokens || 0,
          usage.cache_creation_input_tokens || 0,
          usage.cache_read_input_tokens || 0,
-          claudeRequest.model
+          claudeRequest.model,
+          accountId
        ).catch(error => {
          logger.error('❌ Failed to record usage:', error);
        });
--- a/src/services/apiKeyService.js
+++ b/src/services/apiKeyService.js
@@ -256,18 +256,28 @@ class ApiKeyService {
    }
  }

-  // 📊 记录使用情况（支持缓存token）
-  async recordUsage(keyId, inputTokens = 0, outputTokens = 0, cacheCreateTokens = 0, cacheReadTokens = 0, model = 'unknown') {
+  // 📊 记录使用情况（支持缓存token和账户级别统计）
+  async recordUsage(keyId, inputTokens = 0, outputTokens = 0, cacheCreateTokens = 0, cacheReadTokens = 0, model = 'unknown', accountId = null) {
    try {
      const totalTokens = inputTokens + outputTokens + cacheCreateTokens + cacheReadTokens;
+      
+      // 记录API Key级别的使用统计
      await redis.incrementTokenUsage(keyId, totalTokens, inputTokens, outputTokens, cacheCreateTokens, cacheReadTokens, model);
      
-      // 更新最后使用时间（性能优化：只在实际使用时更新）
+      // 获取API Key数据以确定关联的账户
      const keyData = await redis.getApiKey(keyId);
      if (keyData && Object.keys(keyData).length > 0) {
+        // 更新最后使用时间
        keyData.lastUsedAt = new Date().toISOString();
-        // 使用记录时不需要重新建立哈希映射
        await redis.setApiKey(keyId, keyData);
+        
+        // 记录账户级别的使用统计（只统计实际处理请求的账户）
+        if (accountId) {
+          await redis.incrementAccountUsage(accountId, totalTokens, inputTokens, outputTokens, cacheCreateTokens, cacheReadTokens, model);
+          logger.database(`📊 Recorded account usage: ${accountId} - ${totalTokens} tokens (API Key: ${keyId})`);
+        } else {
+          logger.debug(`⚠️ No accountId provided for usage recording, skipping account-level statistics`);
+        }
      }
      
      const logParts = [`Model: ${model}`, `Input: ${inputTokens}`, `Output: ${outputTokens}`];
@@ -296,6 +306,16 @@ class ApiKeyService {
    return await redis.getUsageStats(keyId);
  }

+  // 📊 获取账户使用统计
+  async getAccountUsageStats(accountId) {
+    return await redis.getAccountUsageStats(accountId);
+  }
+
+  // 📈 获取所有账户使用统计
+  async getAllAccountsUsageStats() {
+    return await redis.getAllAccountsUsageStats();
+  }
+

  // 🧹 清理过期的API Keys
  async cleanupExpiredKeys() {
--- a/src/services/claudeRelayService.js
+++ b/src/services/claudeRelayService.js
@@ -181,6 +181,8 @@ class ClaudeRelayService {
      
      logger.info(`✅ API request completed - Key: ${apiKeyData.name}, Account: ${accountId}, Model: ${requestBody.model}, Input: ~${Math.round(inputTokens)} tokens, Output: ~${Math.round(outputTokens)} tokens`);
      
+      // 在响应中添加accountId，以便调用方记录账户级别统计
+      response.accountId = accountId;
      return response;
    } catch (error) {
      logger.error(`❌ Claude relay request failed for key: ${apiKeyData.name || apiKeyData.id}:`, error.message);
@@ -619,7 +621,10 @@ class ClaudeRelayService {
      const proxyAgent = await this._getProxyAgent(accountId);
      
      // 发送流式请求并捕获usage数据
-      return await this._makeClaudeStreamRequestWithUsageCapture(processedBody, accessToken, proxyAgent, clientHeaders, responseStream, usageCallback, accountId, sessionHash, streamTransformer, options);
+      return await this._makeClaudeStreamRequestWithUsageCapture(processedBody, accessToken, proxyAgent, clientHeaders, responseStream, (usageData) => {
+        // 在usageCallback中添加accountId
+        usageCallback({ ...usageData, accountId });
+      }, accountId, sessionHash, streamTransformer, options);
    } catch (error) {
      logger.error('❌ Claude stream relay with usage capture failed:', error);
      throw error;
--- a/web/admin/app.js
+++ b/web/admin/app.js
@@ -112,6 +112,8 @@ const app = createApp({
            apiKeys: [],
            apiKeysLoading: false,
            apiKeyStatsTimeRange: 'all', // API Key统计时间范围：all, 7days, monthly
+            apiKeysSortBy: '', // 当前排序字段
+            apiKeysSortOrder: 'asc', // 排序顺序 'asc' 或 'desc'
            showCreateApiKeyModal: false,
            createApiKeyLoading: false,
            apiKeyForm: {
@@ -199,6 +201,8 @@ const app = createApp({
            // 账户
            accounts: [],
            accountsLoading: false,
+            accountSortBy: 'dailyTokens', // 默认按今日Token排序
+            accountsSortOrder: 'asc', // 排序顺序 'asc' 或 'desc'
            showCreateAccountModal: false,
            createAccountLoading: false,
            accountForm: {
@@ -302,6 +306,83 @@ const app = createApp({
            return `${window.location.protocol}//${window.location.host}/api/`;
        },
        
+        // 排序后的账户列表
+        sortedAccounts() {
+            if (!this.accountsSortBy) {
+                return this.accounts;
+            }
+            
+            return [...this.accounts].sort((a, b) => {
+                let aValue = a[this.accountsSortBy];
+                let bValue = b[this.accountsSortBy];
+                
+                // 特殊处理状态字段
+                if (this.accountsSortBy === 'status') {
+                    aValue = a.isActive ? 1 : 0;
+                    bValue = b.isActive ? 1 : 0;
+                }
+                
+                // 处理字符串比较
+                if (typeof aValue === 'string' && typeof bValue === 'string') {
+                    aValue = aValue.toLowerCase();
+                    bValue = bValue.toLowerCase();
+                }
+                
+                // 排序
+                if (this.accountsSortOrder === 'asc') {
+                    return aValue > bValue ? 1 : aValue < bValue ? -1 : 0;
+                } else {
+                    return aValue < bValue ? 1 : aValue > bValue ? -1 : 0;
+                }
+            });
+        },
+        
+        // 排序后的API Keys列表
+        sortedApiKeys() {
+            if (!this.apiKeysSortBy) {
+                return this.apiKeys;
+            }
+            
+            return [...this.apiKeys].sort((a, b) => {
+                let aValue, bValue;
+                
+                // 特殊处理不同字段
+                switch (this.apiKeysSortBy) {
+                    case 'status':
+                        aValue = a.isActive ? 1 : 0;
+                        bValue = b.isActive ? 1 : 0;
+                        break;
+                    case 'cost':
+                        // 计算费用，转换为数字比较
+                        aValue = this.calculateApiKeyCostNumber(a.usage);
+                        bValue = this.calculateApiKeyCostNumber(b.usage);
+                        break;
+                    case 'createdAt':
+                    case 'expiresAt':
+                        // 日期比较
+                        aValue = a[this.apiKeysSortBy] ? new Date(a[this.apiKeysSortBy]).getTime() : 0;
+                        bValue = b[this.apiKeysSortBy] ? new Date(b[this.apiKeysSortBy]).getTime() : 0;
+                        break;
+                    default:
+                        aValue = a[this.apiKeysSortBy];
+                        bValue = b[this.apiKeysSortBy];
+                        
+                        // 处理字符串比较
+                        if (typeof aValue === 'string' && typeof bValue === 'string') {
+                            aValue = aValue.toLowerCase();
+                            bValue = bValue.toLowerCase();
+                        }
+                }
+                
+                // 排序
+                if (this.apiKeysSortOrder === 'asc') {
+                    return aValue > bValue ? 1 : aValue < bValue ? -1 : 0;
+                } else {
+                    return aValue < bValue ? 1 : aValue > bValue ? -1 : 0;
+                }
+            });
+        },
+        
        // 获取专属账号列表
        dedicatedAccounts() {
            return this.accounts.filter(account => 
@@ -407,6 +488,30 @@ const app = createApp({
    },
    
    methods: {
+        // 账户列表排序
+        sortAccounts(field) {
+            if (this.accountsSortBy === field) {
+                // 如果点击的是当前排序字段，切换排序顺序
+                this.accountsSortOrder = this.accountsSortOrder === 'asc' ? 'desc' : 'asc';
+            } else {
+                // 如果点击的是新字段，设置为升序
+                this.accountsSortBy = field;
+                this.accountsSortOrder = 'asc';
+            }
+        },
+        
+        // API Keys列表排序
+        sortApiKeys(field) {
+            if (this.apiKeysSortBy === field) {
+                // 如果点击的是当前排序字段，切换排序顺序
+                this.apiKeysSortOrder = this.apiKeysSortOrder === 'asc' ? 'desc' : 'asc';
+            } else {
+                // 如果点击的是新字段，设置为升序
+                this.apiKeysSortBy = field;
+                this.apiKeysSortOrder = 'asc';
+            }
+        },
+        
        // 从URL读取tab参数并设置activeTab
        initializeTabFromUrl() {
            const urlParams = new URLSearchParams(window.location.search);
@@ -1888,6 +1993,9 @@ 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 {
@@ -1895,6 +2003,35 @@ 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;
@@ -3181,6 +3318,19 @@ const app = createApp({
            return '$0.000000';
        },
        
+        // 计算API Key费用数值（用于排序）
+        calculateApiKeyCostNumber(usage) {
+            if (!usage || !usage.total) return 0;
+            
+            // 使用后端返回的准确费用数据
+            if (usage.total.cost) {
+                return usage.total.cost;
+            }
+            
+            // 如果没有后端费用数据，返回0
+            return 0;
+        },
+
        // 初始化日期筛选器
        initializeDateFilter() {
            console.log('Initializing date filter, default preset:', this.dateFilter.preset);
--- a/web/admin/index.html
+++ b/web/admin/index.html
@@ -575,17 +575,40 @@
                            <table class="min-w-full">
                                <thead class="bg-gray-50/80 backdrop-blur-sm">
                                    <tr>
-                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">名称</th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortApiKeys('name')">
+                                            名称
+                                            <i v-if="apiKeysSortBy === 'name'" :class="['fas', apiKeysSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">API Key</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">使用统计</th>
-                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">创建时间</th>
-                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">过期时间</th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortApiKeys('status')">
+                                            状态
+                                            <i v-if="apiKeysSortBy === 'status'" :class="['fas', apiKeysSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">
+                                            使用统计
+                                            <span class="cursor-pointer hover:bg-gray-100 px-2 py-1 rounded" @click="sortApiKeys('cost')">
+                                                (费用
+                                                <i v-if="apiKeysSortBy === 'cost'" :class="['fas', apiKeysSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                                <i v-else class="fas fa-sort ml-1 text-gray-400"></i>)
+                                            </span>
+                                        </th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortApiKeys('createdAt')">
+                                            创建时间
+                                            <i v-if="apiKeysSortBy === 'createdAt'" :class="['fas', apiKeysSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortApiKeys('expiresAt')">
+                                            过期时间
+                                            <i v-if="apiKeysSortBy === 'expiresAt'" :class="['fas', apiKeysSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">操作</th>
                                    </tr>
                                </thead>
                                <tbody class="divide-y divide-gray-200/50">
-                                    <template v-for="key in apiKeys" :key="key.id">
+                                    <template v-for="key in sortedApiKeys" :key="key.id">
                                        <!-- API Key 主行 -->
                                        <tr class="table-row">
                                            <td class="px-6 py-4 whitespace-nowrap">
@@ -922,6 +945,14 @@
                                <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>
+                            <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"
@@ -929,6 +960,7 @@
                                    <i class="fas fa-plus"></i>添加账户
                                </button>
                            </div>
+                        </div>
                        
                        <div v-if="accountsLoading" class="text-center py-12">
                            <div class="loading-spinner mx-auto mb-4"></div>
@@ -947,17 +979,34 @@
                            <table class="min-w-full">
                                <thead class="bg-gray-50/80 backdrop-blur-sm">
                                    <tr>
-                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">名称</th>
-                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider">平台</th>
-                                        <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 cursor-pointer hover:bg-gray-100" @click="sortAccounts('name')">
+                                            名称
+                                            <i v-if="accountsSortBy === 'name'" :class="['fas', accountsSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortAccounts('platform')">
+                                            平台
+                                            <i v-if="accountsSortBy === 'platform'" :class="['fas', accountsSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortAccounts('accountType')">
+                                            类型
+                                            <i v-if="accountsSortBy === 'accountType'" :class="['fas', accountsSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </th>
+                                        <th class="px-6 py-4 text-left text-xs font-bold text-gray-700 uppercase tracking-wider cursor-pointer hover:bg-gray-100" @click="sortAccounts('status')">
+                                            状态
+                                            <i v-if="accountsSortBy === 'status'" :class="['fas', accountsSortOrder === 'asc' ? 'fa-sort-up' : 'fa-sort-down', 'ml-1']"></i>
+                                            <i v-else class="fas fa-sort ml-1 text-gray-400"></i>
+                                        </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>
                                </thead>
                                <tbody class="divide-y divide-gray-200/50">
-                                    <tr v-for="account in accounts" :key="account.id" class="table-row">
+                                    <tr v-for="account in sortedAccounts" :key="account.id" class="table-row">
                                        <td class="px-6 py-4 whitespace-nowrap">
                                            <div class="flex items-center">
                                                <div class="w-8 h-8 bg-gradient-to-br from-green-500 to-green-600 rounded-lg flex items-center justify-center mr-3">
@@ -1024,6 +1073,22 @@
                                            </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>
@@ -1 +1 @@
 .1.21
 .1.23