diff --git a/test/srt/models/test_glm4_moe_models.py b/test/srt/models/test_glm4_moe_models.py
new file mode 100644
index 000000000..cb742c699
--- /dev/null
+++ b/test/srt/models/test_glm4_moe_models.py
@@ -0,0 +1,49 @@
+import unittest
+from types import SimpleNamespace
+
+from sglang.srt.utils import kill_process_tree
+from sglang.test.few_shot_gsm8k import run_eval
+from sglang.test.test_utils import (
+    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+    DEFAULT_URL_FOR_TEST,
+    CustomTestCase,
+    popen_launch_server,
+)
+
+
+class TestGLM4MoE(CustomTestCase):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = "zai-org/GLM-4.5-Air-FP8"
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        cls.process = popen_launch_server(
+            cls.model,
+            cls.base_url,
+            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+            other_args=[
+                "--tp-size",
+                "2",
+            ],
+        )
+
+    @classmethod
+    def tearDownClass(cls):
+        kill_process_tree(cls.process.pid)
+
+    def test_gsm8k(self):
+        args = SimpleNamespace(
+            num_shots=5,
+            data_path=None,
+            num_questions=100,
+            max_new_tokens=512,
+            parallel=128,
+            host="http://127.0.0.1",
+            port=int(self.base_url.split(":")[-1]),
+        )
+        metrics = run_eval(args)
+        print(f"{metrics=}")
+        self.assertGreater(metrics["accuracy"], 0.8)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/test/srt/run_suite.py b/test/srt/run_suite.py
index 37eeecdc9..a14d6508c 100644
--- a/test/srt/run_suite.py
+++ b/test/srt/run_suite.py
@@ -142,6 +142,7 @@ suites = {
         TestFile("hicache/test_hicache_storage_mooncake_backend.py", 400),
         TestFile("layers/attention/mamba/test_mamba2_mixer.py", 110),
         TestFile("lora/test_lora_tp.py", 116),
+        TestFile("models/test_glm4_moe_models.py", 100),
         TestFile("rl/test_update_weights_from_distributed.py", 103),
         TestFile("test_data_parallelism.py", 73),
         TestFile("test_disaggregation_basic.py", 400),