diff --git a/src/server/handlers/claude.js b/src/server/handlers/claude.js
index ea21036e..0fea3147 100644
--- a/src/server/handlers/claude.js
+++ b/src/server/handlers/claude.js
@@ -302,6 +302,11 @@ export const handleClaudeRequest = async (req, res, isStream) => {
           type: "message_stop"
         }));
 
+        // 存储 token 数量到 res.locals 供日志使用
+        if (usageData) {
+          res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+        }
+
         clearInterval(heartbeatTimer);
         res.end();
       } catch (error) {
@@ -346,6 +351,12 @@ export const handleClaudeRequest = async (req, res, isStream) => {
         );
 
         const stopReason = toolCalls.length > 0 ? 'tool_use' : 'end_turn';
+
+        // 存储 token 数量到 res.locals 供日志使用
+        if (usageData) {
+          res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+        }
+
         const response = createClaudeResponse(
           msgId,
           model,
@@ -377,6 +388,12 @@ export const handleClaudeRequest = async (req, res, isStream) => {
       );
 
       const stopReason = toolCalls.length > 0 ? 'tool_use' : 'end_turn';
+
+      // 存储 token 数量到 res.locals 供日志使用
+      if (usage) {
+        res.locals.tokens = usage.total_tokens || usage.completion_tokens;
+      }
+
       const response = createClaudeResponse(
         msgId,
         model,
diff --git a/src/server/handlers/gemini.js b/src/server/handlers/gemini.js
index 9f48d818..e22d4316 100644
--- a/src/server/handlers/gemini.js
+++ b/src/server/handlers/gemini.js
@@ -190,6 +190,11 @@ export const handleGeminiRequest = async (req, res, modelName, isStream) => {
         const finalChunk = createGeminiResponse(null, null, null, null, finishReason, usageData, { passSignatureToClient: config.passSignatureToClient });
         writeStreamData(res, finalChunk);
 
+        // 存储 token 数量到 res.locals 供日志使用
+        if (usageData) {
+          res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+        }
+
         clearInterval(heartbeatTimer);
         endStream(res, false);
       } catch (error) {
@@ -234,6 +239,12 @@ export const handleGeminiRequest = async (req, res, modelName, isStream) => {
         );
 
         const finishReason = "STOP";
+
+        // 存储 token 数量到 res.locals 供日志使用
+        if (usageData) {
+          res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+        }
+
         const response = createGeminiResponse(content, reasoningContent || null, reasoningSignature, toolCalls, finishReason, usageData, { passSignatureToClient: config.passSignatureToClient });
         res.json(response);
       } catch (error) {
@@ -254,6 +265,12 @@ export const handleGeminiRequest = async (req, res, modelName, isStream) => {
       );
 
       const finishReason = toolCalls.length > 0 ? "STOP" : "STOP";
+
+      // 存储 token 数量到 res.locals 供日志使用
+      if (usage) {
+        res.locals.tokens = usage.total_tokens || usage.completion_tokens;
+      }
+
       const response = createGeminiResponse(content, reasoningContent, reasoningSignature, toolCalls, finishReason, usage, { passSignatureToClient: config.passSignatureToClient });
       res.json(response);
     }
diff --git a/src/server/handlers/geminicli.js b/src/server/handlers/geminicli.js
index aee8e2eb..92c72fc4 100644
--- a/src/server/handlers/geminicli.js
+++ b/src/server/handlers/geminicli.js
@@ -91,6 +91,12 @@ export const handleGeminiCliRequest = async (req, res, forceFormat = null) => {
 
         writer.finalize();
 
+        // 存储 token 数量到 res.locals 供日志使用
+        const usageData = writer.getUsageData();
+        if (usageData) {
+          res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+        }
+
         clearInterval(heartbeatTimer);
         endStream(res, false);
       } catch (error) {
@@ -138,6 +144,11 @@ export const handleGeminiCliRequest = async (req, res, forceFormat = null) => {
           usage
         });
 
+        // 存储 token 数量到 res.locals 供日志使用
+        if (usage) {
+          res.locals.tokens = usage.total_tokens || usage.completion_tokens;
+        }
+
         clearInterval(heartbeatTimer);
         endStream(res, false);
       } catch (error) {
@@ -186,6 +197,11 @@ export const handleGeminiCliRequest = async (req, res, forceFormat = null) => {
         }
       }
 
+      // 存储 token 数量到 res.locals 供日志使用
+      if (usage) {
+        res.locals.tokens = usage.total_tokens || usage.completion_tokens;
+      }
+
       // 根据请求格式返回相应格式的响应
       if (format === 'gemini') {
         res.json(createGeminiResponse(
diff --git a/src/server/handlers/openai.js b/src/server/handlers/openai.js
index 8534fa8f..fa5df270 100644
--- a/src/server/handlers/openai.js
+++ b/src/server/handlers/openai.js
@@ -133,6 +133,10 @@ export const handleOpenAIRequest = async (req, res) => {
           );
 
           writeStreamData(res, { ...createStreamChunk(id, created, model, {}, hasToolCall ? 'tool_calls' : 'stop'), usage: usageData });
+          // 存储 token 数量到 res.locals 供日志使用
+          if (usageData) {
+            res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+          }
         }
 
         clearInterval(heartbeatTimer);
@@ -192,6 +196,11 @@ export const handleOpenAIRequest = async (req, res) => {
           }
         }
 
+        // 存储 token 数量到 res.locals 供日志使用
+        if (usageData) {
+          res.locals.tokens = usageData.total_tokens || usageData.completion_tokens;
+        }
+
         res.json(createOpenAIChatCompletionResponse({
           id,
           created,
@@ -236,6 +245,11 @@ export const handleOpenAIRequest = async (req, res) => {
         }
       }
 
+      // 存储 token 数量到 res.locals 供日志使用
+      if (usage) {
+        res.locals.tokens = usage.total_tokens || usage.completion_tokens;
+      }
+
       // 使用预构建的响应对象，减少内存分配
       res.json(createOpenAIChatCompletionResponse({
         id,
diff --git a/src/server/index.js b/src/server/index.js
index 6a86e7c3..c3353282 100644
--- a/src/server/index.js
+++ b/src/server/index.js
@@ -83,7 +83,11 @@ app.use((req, res, next) => {
   if (!ignorePaths.some(p => fullPath.startsWith(p))) {
     const start = Date.now();
     res.on('finish', () => {
-      logger.request(req.method, fullPath, res.statusCode, Date.now() - start);
+      // 从请求体或 URL 参数中获取模型名称
+      const model = req.body?.model || req.params?.model || null;
+      // 从响应对象中获取 token 数量
+      const tokens = res.locals?.tokens || null;
+      logger.request(req.method, fullPath, res.statusCode, Date.now() - start, model, tokens);
     });
   }
   next();
diff --git a/src/utils/logger.js b/src/utils/logger.js
index 9da6cda9..847c0d18 100644
--- a/src/utils/logger.js
+++ b/src/utils/logger.js
@@ -42,12 +42,14 @@ function logMessage(level, ...args) {
   logWsServer.storeLog(level, message);
 }
 
-function logRequest(method, path, status, duration) {
+function logRequest(method, path, status, duration, model, tokens) {
   const statusColor = status >= 500 ? colors.red : status >= 400 ? colors.yellow : colors.green;
-  const message = `[${method}] - ${path} ${status} ${duration}ms`;
+  const modelInfo = model ? ` [${model}]` : '';
+  const tokensInfo = tokens ? ` tokens:${tokens}` : '';
+  const message = `[${method}] - ${path}${modelInfo} ${status} ${duration}ms${tokensInfo}`;
 
   // 输出到控制台
-  console.log(`${colors.cyan}[${method}]${colors.reset} - ${path} ${statusColor}${status}${colors.reset} ${colors.gray}${duration}ms${colors.reset}`);
+  console.log(`${colors.cyan}[${method}]${colors.reset} - ${path}${colors.cyan}${modelInfo}${colors.reset} ${statusColor}${status}${colors.reset} ${colors.gray}${duration}ms${colors.reset}${colors.yellow}${tokensInfo}${colors.reset}`);
 
   // 存储日志（根据状态码决定级别）
   const level = status >= 500 ? 'error' : status >= 400 ? 'warn' : 'request';