diff --git a/packages/core/auth/src/base/auth.ts b/packages/core/auth/src/base/auth.ts
index 0a7e250b965..e7de8829133 100644
--- a/packages/core/auth/src/base/auth.ts
+++ b/packages/core/auth/src/base/auth.ts
@@ -84,6 +84,7 @@ export class BaseAuth extends Auth {
       this.ctx.throw(401, {
         message: this.ctx.t('Unauthenticated. Please sign in to continue.', { ns: localeNamespace }),
         code: AuthErrorCode.EMPTY_TOKEN,
+        logLevel: 'trace',
       });
     }
 
diff --git a/packages/plugins/@nocobase/plugin-error-handler/src/server/__tests__/middleware.test.ts b/packages/plugins/@nocobase/plugin-error-handler/src/server/__tests__/middleware.test.ts
index d30fb7498e2..b1a8b6119c0 100644
--- a/packages/plugins/@nocobase/plugin-error-handler/src/server/__tests__/middleware.test.ts
+++ b/packages/plugins/@nocobase/plugin-error-handler/src/server/__tests__/middleware.test.ts
@@ -9,7 +9,9 @@
 
 import { Database } from '@nocobase/database';
 import { MockServer, createMockServer } from '@nocobase/test';
+import { vi } from 'vitest';
 import Plugin from '..';
+import { ErrorHandler } from '../error-handler';
 
 describe('middleware', () => {
   let app: MockServer;
@@ -70,4 +72,60 @@ describe('middleware', () => {
       errors: ['custom error'],
     });
   });
+
+  it('should respect error log level', async () => {
+    const errorHandler = new ErrorHandler();
+    const trace = vi.fn();
+    const error = vi.fn();
+    const err = Object.assign(new Error('Unauthenticated. Please sign in to continue.'), {
+      code: 'EMPTY_TOKEN',
+      logLevel: 'trace',
+      status: 401,
+    });
+    const ctx = { log: { trace, error } };
+
+    await errorHandler.middleware()(ctx, async () => {
+      throw err;
+    });
+
+    expect(ctx).toMatchObject({
+      status: 401,
+      body: {
+        errors: [
+          {
+            code: 'EMPTY_TOKEN',
+            message: 'Unauthenticated. Please sign in to continue.',
+          },
+        ],
+      },
+    });
+    expect(trace).toHaveBeenCalledWith(err.message, {
+      method: 'error-handler',
+      err: err.stack,
+      cause: err.cause,
+    });
+    expect(error).not.toHaveBeenCalled();
+  });
+
+  it('should keep errors without log level as error logs', async () => {
+    const errorHandler = new ErrorHandler();
+    const trace = vi.fn();
+    const error = vi.fn();
+    const err = Object.assign(new Error('Your session has expired. Please sign in again.'), {
+      code: 'INVALID_TOKEN',
+      status: 401,
+    });
+    const ctx = { log: { trace, error } };
+
+    await errorHandler.middleware()(ctx, async () => {
+      throw err;
+    });
+
+    expect(error).toHaveBeenCalledWith(err.message, {
+      method: 'error-handler',
+      err: err.stack,
+      cause: err.cause,
+    });
+    expect(trace).not.toHaveBeenCalled();
+  });
 });
diff --git a/packages/plugins/@nocobase/plugin-error-handler/src/server/error-handler.ts b/packages/plugins/@nocobase/plugin-error-handler/src/server/error-handler.ts
index 0cf3286bbf2..367371c25b0 100644
--- a/packages/plugins/@nocobase/plugin-error-handler/src/server/error-handler.ts
+++ b/packages/plugins/@nocobase/plugin-error-handler/src/server/error-handler.ts
@@ -55,14 +55,25 @@ export class ErrorHandler {
       try {
         await next();
       } catch (err) {
-        ctx.log.error(err.message, { method: 'error-handler', err: err.stack, cause: err.cause });
-
         if (err.statusCode) {
           ctx.status = err.statusCode;
         }
 
         self.renderError(err, ctx);
+
+        const logMethod = getLogMethod(err);
+        ctx.log[logMethod](err.message, { method: 'error-handler', err: err.stack, cause: err.cause });
       }
     };
   }
 }
+
+const logMethods = ['trace', 'debug', 'info', 'warn', 'error'];
+
+function getLogMethod(err) {
+  if (logMethods.includes(err?.logLevel)) {
+    return err.logLevel;
+  }
+
+  return 'error';
+}