diff --git a/backend/cmd/server/wire_gen.go b/backend/cmd/server/wire_gen.go
index 9240e51e..9a79731b 100644
--- a/backend/cmd/server/wire_gen.go
+++ b/backend/cmd/server/wire_gen.go
@@ -105,14 +105,15 @@ func initializeApplication(buildInfo handler.BuildInfo) (*Application, error) {
 	geminiTokenCache := repository.NewGeminiTokenCache(redisClient)
 	compositeTokenCacheInvalidator := service.NewCompositeTokenCacheInvalidator(geminiTokenCache)
 	rateLimitService := service.ProvideRateLimitService(accountRepository, usageLogRepository, configConfig, geminiQuotaService, tempUnschedCache, timeoutCounterCache, settingService, compositeTokenCacheInvalidator)
-	claudeUsageFetcher := repository.NewClaudeUsageFetcher()
+	httpUpstream := repository.NewHTTPUpstream(configConfig)
+	claudeUsageFetcher := repository.NewClaudeUsageFetcher(httpUpstream)
 	antigravityQuotaFetcher := service.NewAntigravityQuotaFetcher(proxyRepository)
 	usageCache := service.NewUsageCache()
-	accountUsageService := service.NewAccountUsageService(accountRepository, usageLogRepository, claudeUsageFetcher, geminiQuotaService, antigravityQuotaFetcher, usageCache)
+	identityCache := repository.NewIdentityCache(redisClient)
+	accountUsageService := service.NewAccountUsageService(accountRepository, usageLogRepository, claudeUsageFetcher, geminiQuotaService, antigravityQuotaFetcher, usageCache, identityCache)
 	geminiTokenProvider := service.NewGeminiTokenProvider(accountRepository, geminiTokenCache, geminiOAuthService)
 	gatewayCache := repository.NewGatewayCache(redisClient)
 	antigravityTokenProvider := service.NewAntigravityTokenProvider(accountRepository, geminiTokenCache, antigravityOAuthService)
-	httpUpstream := repository.NewHTTPUpstream(configConfig)
 	antigravityGatewayService := service.NewAntigravityGatewayService(accountRepository, gatewayCache, antigravityTokenProvider, rateLimitService, httpUpstream, settingService)
 	accountTestService := service.NewAccountTestService(accountRepository, geminiTokenProvider, antigravityGatewayService, httpUpstream, configConfig)
 	concurrencyCache := repository.ProvideConcurrencyCache(redisClient, configConfig)
@@ -137,7 +138,6 @@ func initializeApplication(buildInfo handler.BuildInfo) (*Application, error) {
 		return nil, err
 	}
 	billingService := service.NewBillingService(configConfig, pricingService)
-	identityCache := repository.NewIdentityCache(redisClient)
 	identityService := service.NewIdentityService(identityCache)
 	deferredService := service.ProvideDeferredService(accountRepository, timingWheelService)
 	claudeTokenProvider := service.NewClaudeTokenProvider(accountRepository, geminiTokenCache, oAuthService)
diff --git a/backend/internal/repository/claude_usage_service.go b/backend/internal/repository/claude_usage_service.go
index 4c87b2de..1198f472 100644
--- a/backend/internal/repository/claude_usage_service.go
+++ b/backend/internal/repository/claude_usage_service.go
@@ -14,37 +14,82 @@ import (
 
 const defaultClaudeUsageURL = "https://api.anthropic.com/api/oauth/usage"
 
+// 默认 User-Agent，与用户抓包的请求一致
+const defaultUsageUserAgent = "claude-code/2.1.7"
+
 type claudeUsageService struct {
 	usageURL          string
 	allowPrivateHosts bool
+	httpUpstream      service.HTTPUpstream
 }
 
-func NewClaudeUsageFetcher() service.ClaudeUsageFetcher {
-	return &claudeUsageService{usageURL: defaultClaudeUsageURL}
+// NewClaudeUsageFetcher 创建 Claude 用量获取服务
+// httpUpstream: 可选，如果提供则支持 TLS 指纹伪装
+func NewClaudeUsageFetcher(httpUpstream service.HTTPUpstream) service.ClaudeUsageFetcher {
+	return &claudeUsageService{
+		usageURL:     defaultClaudeUsageURL,
+		httpUpstream: httpUpstream,
+	}
 }
 
+// FetchUsage 简单版本，不支持 TLS 指纹（向后兼容）
 func (s *claudeUsageService) FetchUsage(ctx context.Context, accessToken, proxyURL string) (*service.ClaudeUsageResponse, error) {
-	client, err := httpclient.GetClient(httpclient.Options{
-		ProxyURL:           proxyURL,
-		Timeout:            30 * time.Second,
-		ValidateResolvedIP: true,
-		AllowPrivateHosts:  s.allowPrivateHosts,
+	return s.FetchUsageWithOptions(ctx, &service.ClaudeUsageFetchOptions{
+		AccessToken: accessToken,
+		ProxyURL:    proxyURL,
 	})
-	if err != nil {
-		client = &http.Client{Timeout: 30 * time.Second}
+}
+
+// FetchUsageWithOptions 完整版本，支持 TLS 指纹和自定义 User-Agent
+func (s *claudeUsageService) FetchUsageWithOptions(ctx context.Context, opts *service.ClaudeUsageFetchOptions) (*service.ClaudeUsageResponse, error) {
+	if opts == nil {
+		return nil, fmt.Errorf("options is nil")
 	}
 
+	// 创建请求
 	req, err := http.NewRequestWithContext(ctx, "GET", s.usageURL, nil)
 	if err != nil {
 		return nil, fmt.Errorf("create request failed: %w", err)
 	}
 
-	req.Header.Set("Authorization", "Bearer "+accessToken)
+	// 设置请求头（与抓包一致，但不设置 Accept-Encoding，让 Go 自动处理压缩）
+	req.Header.Set("Accept", "application/json, text/plain, */*")
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Authorization", "Bearer "+opts.AccessToken)
 	req.Header.Set("anthropic-beta", "oauth-2025-04-20")
 
-	resp, err := client.Do(req)
-	if err != nil {
-		return nil, fmt.Errorf("request failed: %w", err)
+	// 设置 User-Agent（优先使用缓存的 Fingerprint，否则使用默认值）
+	userAgent := defaultUsageUserAgent
+	if opts.Fingerprint != nil && opts.Fingerprint.UserAgent != "" {
+		userAgent = opts.Fingerprint.UserAgent
+	}
+	req.Header.Set("User-Agent", userAgent)
+
+	var resp *http.Response
+
+	// 如果启用 TLS 指纹且有 HTTPUpstream，使用 DoWithTLS
+	if opts.EnableTLSFingerprint && s.httpUpstream != nil {
+		// accountConcurrency 传 0 使用默认连接池配置，usage 请求不需要特殊的并发设置
+		resp, err = s.httpUpstream.DoWithTLS(req, opts.ProxyURL, opts.AccountID, 0, true)
+		if err != nil {
+			return nil, fmt.Errorf("request with TLS fingerprint failed: %w", err)
+		}
+	} else {
+		// 不启用 TLS 指纹，使用普通 HTTP 客户端
+		client, err := httpclient.GetClient(httpclient.Options{
+			ProxyURL:           opts.ProxyURL,
+			Timeout:            30 * time.Second,
+			ValidateResolvedIP: true,
+			AllowPrivateHosts:  s.allowPrivateHosts,
+		})
+		if err != nil {
+			client = &http.Client{Timeout: 30 * time.Second}
+		}
+
+		resp, err = client.Do(req)
+		if err != nil {
+			return nil, fmt.Errorf("request failed: %w", err)
+		}
 	}
 	defer func() { _ = resp.Body.Close() }()
 
diff --git a/backend/internal/service/account_usage_service.go b/backend/internal/service/account_usage_service.go
index 6c617e27..f3b3e20d 100644
--- a/backend/internal/service/account_usage_service.go
+++ b/backend/internal/service/account_usage_service.go
@@ -157,9 +157,20 @@ type ClaudeUsageResponse struct {
 	} `json:"seven_day_sonnet"`
 }
 
+// ClaudeUsageFetchOptions 包含获取 Claude 用量数据所需的所有选项
+type ClaudeUsageFetchOptions struct {
+	AccessToken          string       // OAuth access token
+	ProxyURL             string       // 代理 URL（可选）
+	AccountID            int64        // 账号 ID（用于 TLS 指纹选择）
+	EnableTLSFingerprint bool         // 是否启用 TLS 指纹伪装
+	Fingerprint          *Fingerprint // 缓存的指纹信息（User-Agent 等）
+}
+
 // ClaudeUsageFetcher fetches usage data from Anthropic OAuth API
 type ClaudeUsageFetcher interface {
 	FetchUsage(ctx context.Context, accessToken, proxyURL string) (*ClaudeUsageResponse, error)
+	// FetchUsageWithOptions 使用完整选项获取用量数据，支持 TLS 指纹和自定义 User-Agent
+	FetchUsageWithOptions(ctx context.Context, opts *ClaudeUsageFetchOptions) (*ClaudeUsageResponse, error)
 }
 
 // AccountUsageService 账号使用量查询服务
@@ -170,6 +181,7 @@ type AccountUsageService struct {
 	geminiQuotaService      *GeminiQuotaService
 	antigravityQuotaFetcher *AntigravityQuotaFetcher
 	cache                   *UsageCache
+	identityCache           IdentityCache
 }
 
 // NewAccountUsageService 创建AccountUsageService实例
@@ -180,6 +192,7 @@ func NewAccountUsageService(
 	geminiQuotaService *GeminiQuotaService,
 	antigravityQuotaFetcher *AntigravityQuotaFetcher,
 	cache *UsageCache,
+	identityCache IdentityCache,
 ) *AccountUsageService {
 	return &AccountUsageService{
 		accountRepo:             accountRepo,
@@ -188,6 +201,7 @@ func NewAccountUsageService(
 		geminiQuotaService:      geminiQuotaService,
 		antigravityQuotaFetcher: antigravityQuotaFetcher,
 		cache:                   cache,
+		identityCache:           identityCache,
 	}
 }
 
@@ -424,6 +438,8 @@ func (s *AccountUsageService) GetAccountUsageStats(ctx context.Context, accountI
 }
 
 // fetchOAuthUsageRaw 从 Anthropic API 获取原始响应（不构建 UsageInfo）
+// 如果账号开启了 TLS 指纹，则使用 TLS 指纹伪装
+// 如果有缓存的 Fingerprint，则使用缓存的 User-Agent 等信息
 func (s *AccountUsageService) fetchOAuthUsageRaw(ctx context.Context, account *Account) (*ClaudeUsageResponse, error) {
 	accessToken := account.GetCredential("access_token")
 	if accessToken == "" {
@@ -435,7 +451,22 @@ func (s *AccountUsageService) fetchOAuthUsageRaw(ctx context.Context, account *A
 		proxyURL = account.Proxy.URL()
 	}
 
-	return s.usageFetcher.FetchUsage(ctx, accessToken, proxyURL)
+	// 构建完整的选项
+	opts := &ClaudeUsageFetchOptions{
+		AccessToken:          accessToken,
+		ProxyURL:             proxyURL,
+		AccountID:            account.ID,
+		EnableTLSFingerprint: account.IsTLSFingerprintEnabled(),
+	}
+
+	// 尝试获取缓存的 Fingerprint（包含 User-Agent 等信息）
+	if s.identityCache != nil {
+		if fp, err := s.identityCache.GetFingerprint(ctx, account.ID); err == nil && fp != nil {
+			opts.Fingerprint = fp
+		}
+	}
+
+	return s.usageFetcher.FetchUsageWithOptions(ctx, opts)
 }
 
 // parseTime 尝试多种格式解析时间