diff --git a/src/pages/UsagePage.module.scss b/src/pages/UsagePage.module.scss
index ad130c0..4c6533c 100644
--- a/src/pages/UsagePage.module.scss
+++ b/src/pages/UsagePage.module.scss
@@ -3,9 +3,11 @@
 
 .container {
   width: 100%;
+  min-height: 100%;
   display: flex;
   flex-direction: column;
   gap: 20px;
+  position: relative;
 }
 
 .header {
@@ -39,6 +41,44 @@
   padding: 16px;
 }
 
+.loadingOverlay {
+  position: absolute;
+  inset: 0;
+  z-index: 20;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: rgba(243, 244, 246, 0.75);
+  backdrop-filter: blur(6px);
+  -webkit-backdrop-filter: blur(6px);
+}
+
+:global([data-theme='dark']) .loadingOverlay {
+  background: rgba(25, 25, 25, 0.72);
+}
+
+.loadingOverlayContent {
+  display: inline-flex;
+  align-items: center;
+  gap: 10px;
+  padding: 12px 16px;
+  border-radius: $radius-lg;
+  border: 1px solid var(--border-color);
+  background: var(--bg-primary);
+  box-shadow: var(--shadow-lg);
+
+  :global(.loading-spinner) {
+    border-color: rgba(59, 130, 246, 0.25);
+    border-top-color: var(--primary-color);
+  }
+}
+
+.loadingOverlayText {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--text-secondary);
+}
+
 // Stats Grid
 .statsGrid {
   display: grid;
diff --git a/src/pages/UsagePage.tsx b/src/pages/UsagePage.tsx
index 30a4d0f..e90fffc 100644
--- a/src/pages/UsagePage.tsx
+++ b/src/pages/UsagePage.tsx
@@ -16,6 +16,7 @@ import { Line } from 'react-chartjs-2';
 import { Card } from '@/components/ui/Card';
 import { Button } from '@/components/ui/Button';
 import { Input } from '@/components/ui/Input';
+import { LoadingSpinner } from '@/components/ui/LoadingSpinner';
 import { IconDiamond, IconDollarSign, IconSatellite, IconTimer, IconTrendingUp } from '@/components/ui/icons';
 import { useMediaQuery } from '@/hooks/useMediaQuery';
 import { useThemeStore } from '@/stores';
@@ -516,6 +517,14 @@ export function UsagePage() {
 
   return (
     <div className={styles.container}>
+      {loading && !usage && (
+        <div className={styles.loadingOverlay} aria-busy="true">
+          <div className={styles.loadingOverlayContent}>
+            <LoadingSpinner size={28} />
+            <span className={styles.loadingOverlayText}>{t('common.loading')}</span>
+          </div>
+        </div>
+      )}
       <div className={styles.header}>
         <h1 className={styles.pageTitle}>{t('usage_stats.title')}</h1>
         <Button
diff --git a/src/services/api/usage.ts b/src/services/api/usage.ts
index b7a633f..ba0ebd8 100644
--- a/src/services/api/usage.ts
+++ b/src/services/api/usage.ts
@@ -5,11 +5,13 @@
 import { apiClient } from './client';
 import { computeKeyStats, KeyStats } from '@/utils/usage';
 
+const USAGE_TIMEOUT_MS = 60 * 1000;
+
 export const usageApi = {
   /**
    * 获取使用统计原始数据
    */
-  getUsage: () => apiClient.get('/usage'),
+  getUsage: () => apiClient.get('/usage', { timeout: USAGE_TIMEOUT_MS }),
 
   /**
    * 计算密钥成功/失败统计，必要时会先获取 usage 数据
@@ -17,7 +19,7 @@ export const usageApi = {
   async getKeyStats(usageData?: any): Promise<KeyStats> {
     let payload = usageData;
     if (!payload) {
-      const response = await apiClient.get('/usage');
+      const response = await apiClient.get('/usage', { timeout: USAGE_TIMEOUT_MS });
       payload = response?.usage ?? response;
     }
     return computeKeyStats(payload);