diff --git a/.github/workflows/stress-test.yml b/.github/workflows/stress-test.yml
new file mode 100644
index 000000000..4e6bc741d
--- /dev/null
+++ b/.github/workflows/stress-test.yml
@@ -0,0 +1,44 @@
+name: Stress Test
+
+on:
+  workflow_dispatch:
+    inputs:
+      num_prompts:
+        description: 'Number of prompts per model'
+        required: true
+        default: '50000'
+        type: string
+      duration_minutes:
+        description: 'Timeout per model in minutes'
+        required: true
+        default: '45'
+        type: string
+
+jobs:
+  stress-test:
+    if: github.repository == 'sgl-project/sglang'
+    runs-on: 8-gpu-h200
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Install dependencies
+        run: |
+          bash scripts/ci/ci_install_dependency.sh
+
+      - name: Run stress tests
+        timeout-minutes: 210
+        env:
+          NUM_PROMPTS: ${{ inputs.num_prompts }}
+          DURATION_MINUTES: ${{ inputs.duration_minutes }}
+        run: |
+          cd test
+          python3 run_suite.py --hw cuda --suite stress
+
+      - name: Upload results
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: stress-test-results
+          path: |
+            stress_test_*.jsonl
diff --git a/python/sglang/test/ci/ci_stress_utils.py b/python/sglang/test/ci/ci_stress_utils.py
new file mode 100644
index 000000000..71542471a
--- /dev/null
+++ b/python/sglang/test/ci/ci_stress_utils.py
@@ -0,0 +1,224 @@
+"""Utilities for running stress tests with bench_serving."""
+
+import subprocess
+from typing import List, Optional
+
+from sglang.srt.utils import kill_process_tree
+from sglang.test.test_utils import (
+    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+    is_in_ci,
+    popen_launch_server,
+    write_github_step_summary,
+)
+
+
+class StressTestRunner:
+    """Helper class for running stress tests with bench_serving.
+
+    This class encapsulates common patterns for stress testing, including:
+    - Server launch and cleanup
+    - Stress test command construction and execution
+    - Result collection and reporting
+    """
+
+    def __init__(
+        self,
+        test_name: str,
+        base_url: str,
+        num_prompts: int = 50000,
+        duration_minutes: int = 45,
+    ):
+        """Initialize the stress test runner.
+
+        Args:
+            test_name: Name of the test (used for reporting)
+            base_url: Base URL for the server
+            num_prompts: Number of prompts to send (default: 50000)
+            duration_minutes: Timeout in minutes (default: 45)
+        """
+        self.test_name = test_name
+        self.base_url = base_url
+        self.num_prompts = num_prompts
+        self.duration_minutes = duration_minutes
+        self.full_report = f"## {test_name}\n"
+
+    def build_stress_test_command(
+        self,
+        model_path: str,
+        random_input_len: int,
+        random_output_len: int,
+        output_file: str,
+        random_range_ratio: float = 0.2,
+        extra_args: Optional[List[str]] = None,
+    ) -> List[str]:
+        """Build the bench_serving stress test command.
+
+        Args:
+            model_path: Path to the model
+            random_input_len: Random input length
+            random_output_len: Random output length
+            output_file: Output JSONL file path
+            random_range_ratio: Random range ratio (default: 0.2)
+            extra_args: Optional extra arguments
+
+        Returns:
+            List of command arguments ready for subprocess.run()
+        """
+        command = [
+            "python3",
+            "-m",
+            "sglang.bench_serving",
+            "--backend",
+            "sglang-oai",
+            "--base-url",
+            self.base_url,
+            "--dataset-name",
+            "random",
+            "--random-input-len",
+            str(random_input_len),
+            "--random-output-len",
+            str(random_output_len),
+            "--random-range-ratio",
+            str(random_range_ratio),
+            "--num-prompts",
+            str(self.num_prompts),
+            "--output-file",
+            output_file,
+        ]
+
+        if extra_args:
+            command.extend(extra_args)
+
+        return command
+
+    def run_stress_test_command(
+        self, command: List[str], timeout_minutes: Optional[int] = None
+    ) -> subprocess.CompletedProcess:
+        """Execute the stress test command with timeout.
+
+        Args:
+            command: Command to execute
+            timeout_minutes: Timeout in minutes (uses class default if None)
+
+        Returns:
+            CompletedProcess result
+        """
+        timeout = (timeout_minutes or self.duration_minutes) * 60
+        print(f"Running stress test command (timeout: {timeout}s):")
+        print(f"  {' '.join(command)}")
+
+        result = subprocess.run(
+            command, capture_output=True, text=True, timeout=timeout
+        )
+
+        if result.returncode != 0:
+            print(f"Error running stress test:")
+            print(result.stderr)
+            raise RuntimeError(
+                f"Stress test failed with return code {result.returncode}"
+            )
+
+        return result
+
+    def run_stress_test_for_model(
+        self,
+        model_path: str,
+        random_input_len: int,
+        random_output_len: int,
+        output_file: str,
+        server_args: Optional[List[str]] = None,
+        extra_bench_args: Optional[List[str]] = None,
+        timeout_minutes: Optional[int] = None,
+    ) -> bool:
+        """Run a complete stress test for a single model with server management.
+
+        This method handles:
+        - Server launch and cleanup
+        - Stress test command construction and execution
+        - Error handling and reporting
+
+        Args:
+            model_path: Path to the model
+            random_input_len: Random input length
+            random_output_len: Random output length
+            output_file: Output JSONL file path
+            server_args: Arguments to pass to server launch
+            extra_bench_args: Extra arguments for bench_serving
+            timeout_minutes: Timeout in minutes (uses class default if None)
+
+        Returns:
+            True if successful, False otherwise
+        """
+        print(f"\n{'='*60}")
+        print(f"Starting stress test for: {model_path}")
+        print(f"Input length: {random_input_len}")
+        print(f"Output length: {random_output_len}")
+        print(f"Num prompts: {self.num_prompts}")
+        print(f"{'='*60}\n")
+
+        # Launch server
+        process = popen_launch_server(
+            model=model_path,
+            base_url=self.base_url,
+            other_args=server_args or [],
+            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+        )
+
+        try:
+            # Build and run stress test command
+            command = self.build_stress_test_command(
+                model_path,
+                random_input_len,
+                random_output_len,
+                output_file,
+                extra_args=extra_bench_args,
+            )
+
+            self.run_stress_test_command(command, timeout_minutes)
+
+            print(f"\nStress test completed successfully for {model_path}")
+            self._add_success_to_report(model_path, random_input_len, random_output_len)
+            return True
+
+        except Exception as e:
+            print(f"\nStress test failed for {model_path}: {e}")
+            self._add_failure_to_report(model_path, str(e))
+            return False
+
+        finally:
+            # Always clean up server process
+            print(f"Cleaning up server process...")
+            kill_process_tree(process.pid)
+
+    def _add_success_to_report(
+        self, model_path: str, input_len: int, output_len: int
+    ) -> None:
+        """Add success entry to report."""
+        model_name = model_path.split("/")[-1]
+        self.full_report += f"### {model_name} - Success\n"
+        self.full_report += f"- Model: `{model_path}`\n"
+        self.full_report += f"- Input Length: {input_len}\n"
+        self.full_report += f"- Output Length: {output_len}\n"
+        self.full_report += f"- Num Prompts: {self.num_prompts}\n"
+        self.full_report += f"- Status: **PASSED**\n\n"
+
+    def _add_failure_to_report(self, model_path: str, error: str) -> None:
+        """Add failure entry to report."""
+        model_name = model_path.split("/")[-1]
+        self.full_report += f"### {model_name} - Failure\n"
+        self.full_report += f"- Model: `{model_path}`\n"
+        self.full_report += f"- Status: **FAILED**\n"
+        self.full_report += f"- Error: {error}\n\n"
+
+    def write_final_report(self) -> None:
+        """Write the final report to GitHub summary if in CI."""
+        if is_in_ci():
+            write_github_step_summary(self.full_report)
+
+    def get_full_report(self) -> str:
+        """Get the accumulated full report.
+
+        Returns:
+            The full markdown report as a string
+        """
+        return self.full_report
diff --git a/test/registered/stress/test_stress_deepseek_v3.py b/test/registered/stress/test_stress_deepseek_v3.py
new file mode 100644
index 000000000..fd54c35eb
--- /dev/null
+++ b/test/registered/stress/test_stress_deepseek_v3.py
@@ -0,0 +1,51 @@
+"""Stress test for DeepSeek-V3 model."""
+
+import os
+import unittest
+
+from sglang.test.ci.ci_register import register_cuda_ci
+from sglang.test.ci.ci_stress_utils import StressTestRunner
+from sglang.test.test_utils import DEFAULT_URL_FOR_TEST
+
+MODEL_PATH = "deepseek-ai/DeepSeek-V3"
+RANDOM_INPUT_LEN = 16384
+RANDOM_OUTPUT_LEN = 1024
+OUTPUT_FILE = "stress_test_deepseek_v3.jsonl"
+
+# Register for CI - estimated 45 minutes
+register_cuda_ci(est_time=2700, suite="stress")
+
+
+class TestStressDeepSeekV3(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = MODEL_PATH
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        cls.num_prompts = int(os.environ.get("NUM_PROMPTS", "50000"))
+        cls.duration_minutes = int(os.environ.get("DURATION_MINUTES", "45"))
+
+        cls.runner = StressTestRunner(
+            test_name="DeepSeek-V3 Stress Test",
+            base_url=cls.base_url,
+            num_prompts=cls.num_prompts,
+            duration_minutes=cls.duration_minutes,
+        )
+
+    def test_stress_deepseek_v3(self):
+        try:
+            success = self.runner.run_stress_test_for_model(
+                model_path=self.model,
+                random_input_len=RANDOM_INPUT_LEN,
+                random_output_len=RANDOM_OUTPUT_LEN,
+                output_file=OUTPUT_FILE,
+                server_args=["--tp", "8", "--trust-remote-code"],
+            )
+
+            self.assertTrue(success, f"Stress test failed for {self.model}")
+
+        finally:
+            self.runner.write_final_report()
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/test/registered/stress/test_stress_glm_4_6.py b/test/registered/stress/test_stress_glm_4_6.py
new file mode 100644
index 000000000..65e1861e3
--- /dev/null
+++ b/test/registered/stress/test_stress_glm_4_6.py
@@ -0,0 +1,51 @@
+"""Stress test for GLM-4.6 model."""
+
+import os
+import unittest
+
+from sglang.test.ci.ci_register import register_cuda_ci
+from sglang.test.ci.ci_stress_utils import StressTestRunner
+from sglang.test.test_utils import DEFAULT_URL_FOR_TEST
+
+MODEL_PATH = "zai-org/GLM-4.6"
+RANDOM_INPUT_LEN = 4096
+RANDOM_OUTPUT_LEN = 512
+OUTPUT_FILE = "stress_test_glm_4_6.jsonl"
+
+# Register for CI - estimated 45 minutes
+register_cuda_ci(est_time=2700, suite="stress")
+
+
+class TestStressGLM46(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = MODEL_PATH
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        cls.num_prompts = int(os.environ.get("NUM_PROMPTS", "50000"))
+        cls.duration_minutes = int(os.environ.get("DURATION_MINUTES", "45"))
+
+        cls.runner = StressTestRunner(
+            test_name="GLM-4.6 Stress Test",
+            base_url=cls.base_url,
+            num_prompts=cls.num_prompts,
+            duration_minutes=cls.duration_minutes,
+        )
+
+    def test_stress_glm_4_6(self):
+        try:
+            success = self.runner.run_stress_test_for_model(
+                model_path=self.model,
+                random_input_len=RANDOM_INPUT_LEN,
+                random_output_len=RANDOM_OUTPUT_LEN,
+                output_file=OUTPUT_FILE,
+                server_args=["--tp", "8", "--trust-remote-code"],
+            )
+
+            self.assertTrue(success, f"Stress test failed for {self.model}")
+
+        finally:
+            self.runner.write_final_report()
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/test/registered/stress/test_stress_kimi_k2.py b/test/registered/stress/test_stress_kimi_k2.py
new file mode 100644
index 000000000..3d9215508
--- /dev/null
+++ b/test/registered/stress/test_stress_kimi_k2.py
@@ -0,0 +1,59 @@
+"""Stress test for Kimi-K2-Thinking model."""
+
+import os
+import unittest
+
+from sglang.test.ci.ci_register import register_cuda_ci
+from sglang.test.ci.ci_stress_utils import StressTestRunner
+from sglang.test.test_utils import DEFAULT_URL_FOR_TEST
+
+MODEL_PATH = "moonshotai/Kimi-K2-Thinking"
+RANDOM_INPUT_LEN = 4096
+RANDOM_OUTPUT_LEN = 512
+OUTPUT_FILE = "stress_test_kimi_k2.jsonl"
+
+# Register for CI - estimated 45 minutes
+register_cuda_ci(est_time=2700, suite="stress")
+
+
+class TestStressKimiK2(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = MODEL_PATH
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        cls.num_prompts = int(os.environ.get("NUM_PROMPTS", "50000"))
+        cls.duration_minutes = int(os.environ.get("DURATION_MINUTES", "45"))
+
+        cls.runner = StressTestRunner(
+            test_name="Kimi-K2-Thinking Stress Test",
+            base_url=cls.base_url,
+            num_prompts=cls.num_prompts,
+            duration_minutes=cls.duration_minutes,
+        )
+
+    def test_stress_kimi_k2(self):
+        try:
+            success = self.runner.run_stress_test_for_model(
+                model_path=self.model,
+                random_input_len=RANDOM_INPUT_LEN,
+                random_output_len=RANDOM_OUTPUT_LEN,
+                output_file=OUTPUT_FILE,
+                server_args=[
+                    "--tp",
+                    "8",
+                    "--trust-remote-code",
+                    "--tool-call-parser",
+                    "kimi_k2",
+                    "--reasoning-parser",
+                    "kimi_k2",
+                ],
+            )
+
+            self.assertTrue(success, f"Stress test failed for {self.model}")
+
+        finally:
+            self.runner.write_final_report()
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/test/registered/stress/test_stress_qwen3_235b.py b/test/registered/stress/test_stress_qwen3_235b.py
new file mode 100644
index 000000000..89a743f7f
--- /dev/null
+++ b/test/registered/stress/test_stress_qwen3_235b.py
@@ -0,0 +1,51 @@
+"""Stress test for Qwen3-235B model."""
+
+import os
+import unittest
+
+from sglang.test.ci.ci_register import register_cuda_ci
+from sglang.test.ci.ci_stress_utils import StressTestRunner
+from sglang.test.test_utils import DEFAULT_URL_FOR_TEST
+
+MODEL_PATH = "Qwen/Qwen3-235B-A22B-Instruct-2507"
+RANDOM_INPUT_LEN = 4096
+RANDOM_OUTPUT_LEN = 512
+OUTPUT_FILE = "stress_test_qwen3_235b.jsonl"
+
+# Register for CI - estimated 45 minutes
+register_cuda_ci(est_time=2700, suite="stress")
+
+
+class TestStressQwen3235B(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = MODEL_PATH
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        cls.num_prompts = int(os.environ.get("NUM_PROMPTS", "50000"))
+        cls.duration_minutes = int(os.environ.get("DURATION_MINUTES", "45"))
+
+        cls.runner = StressTestRunner(
+            test_name="Qwen3-235B Stress Test",
+            base_url=cls.base_url,
+            num_prompts=cls.num_prompts,
+            duration_minutes=cls.duration_minutes,
+        )
+
+    def test_stress_qwen3_235b(self):
+        try:
+            success = self.runner.run_stress_test_for_model(
+                model_path=self.model,
+                random_input_len=RANDOM_INPUT_LEN,
+                random_output_len=RANDOM_OUTPUT_LEN,
+                output_file=OUTPUT_FILE,
+                server_args=["--tp", "8", "--trust-remote-code"],
+            )
+
+            self.assertTrue(success, f"Stress test failed for {self.model}")
+
+        finally:
+            self.runner.write_final_report()
+
+
+if __name__ == "__main__":
+    unittest.main()