diff --git a/packages/@core/preferences/src/preferences.ts b/packages/@core/preferences/src/preferences.ts
index 8e4cf4b5b..dddadd76a 100644
--- a/packages/@core/preferences/src/preferences.ts
+++ b/packages/@core/preferences/src/preferences.ts
@@ -135,8 +135,8 @@ class PreferenceManager {
     const cachedPreferences = (await this.loadFromCache()) || {};
     const mergedPreference = merge(
       {},
-      this.initialPreferences, // 初始化配置优先，缓存仅补齐缺失字段
-      cachedPreferences,
+      cachedPreferences,       // 用户缓存的设置优先
+      this.initialPreferences, // 初始设置仅补齐缺失字段
     );
 
     // 更新偏好设置