diff --git a/backend/internal/service/antigravity_oauth_service.go b/backend/internal/service/antigravity_oauth_service.go
index 9125999f..ecf0a553 100644
--- a/backend/internal/service/antigravity_oauth_service.go
+++ b/backend/internal/service/antigravity_oauth_service.go
@@ -174,7 +174,10 @@ func (s *AntigravityOAuthService) RefreshToken(ctx context.Context, refreshToken
 		client := antigravity.NewClient(proxyURL)
 		tokenResp, err := client.RefreshToken(ctx, refreshToken)
 		if err == nil {
-			expiresAt := time.Now().Unix() + tokenResp.ExpiresIn - 300
+			now := time.Now()
+			expiresAt := now.Unix() + tokenResp.ExpiresIn - 300
+			fmt.Printf("[AntigravityOAuth] Token refreshed: expires_in=%d, expires_at=%d (%s)\n",
+				tokenResp.ExpiresIn, expiresAt, time.Unix(expiresAt, 0).Format("2006-01-02 15:04:05"))
 			return &AntigravityTokenInfo{
 				AccessToken:  tokenResp.AccessToken,
 				RefreshToken: tokenResp.RefreshToken,
diff --git a/backend/internal/service/antigravity_token_refresher.go b/backend/internal/service/antigravity_token_refresher.go
index 1d2b8f15..8ee2d25c 100644
--- a/backend/internal/service/antigravity_token_refresher.go
+++ b/backend/internal/service/antigravity_token_refresher.go
@@ -6,6 +6,12 @@ import (
 	"time"
 )
 
+const (
+	// antigravityRefreshWindow Antigravity token 提前刷新窗口：15分钟
+	// Google OAuth token 有效期55分钟，提前15分钟刷新
+	antigravityRefreshWindow = 15 * time.Minute
+)
+
 // AntigravityTokenRefresher 实现 TokenRefresher 接口
 type AntigravityTokenRefresher struct {
 	antigravityOAuthService *AntigravityOAuthService
@@ -23,7 +29,8 @@ func (r *AntigravityTokenRefresher) CanRefresh(account *Account) bool {
 }
 
 // NeedsRefresh 检查账户是否需要刷新
-func (r *AntigravityTokenRefresher) NeedsRefresh(account *Account, refreshWindow time.Duration) bool {
+// Antigravity 使用固定的10分钟刷新窗口，忽略全局配置
+func (r *AntigravityTokenRefresher) NeedsRefresh(account *Account, _ time.Duration) bool {
 	if !r.CanRefresh(account) {
 		return false
 	}
@@ -36,7 +43,7 @@ func (r *AntigravityTokenRefresher) NeedsRefresh(account *Account, refreshWindow
 		return false
 	}
 	expiryTime := time.Unix(expiresAt, 0)
-	return time.Until(expiryTime) < refreshWindow
+	return time.Until(expiryTime) < antigravityRefreshWindow
 }
 
 // Refresh 执行 token 刷新