diff --git a/test/benchmarks/run_tests.sh b/test/benchmarks/run_tests.sh
index 075c71deea28..eef90b613478 100755
--- a/test/benchmarks/run_tests.sh
+++ b/test/benchmarks/run_tests.sh
@@ -39,7 +39,9 @@ function run_make_tests {
 }
 
 function run_python_tests {
+  python3 "$CDIR/test_experiment_runner.py"
   python3 "$CDIR/test_benchmark_experiment.py"
+  python3 "$CDIR/test_benchmark_model.py"
 }
 
 function run_tests {
diff --git a/test/benchmarks/test_benchmark_model.py b/test/benchmarks/test_benchmark_model.py
new file mode 100644
index 000000000000..9946384be9fe
--- /dev/null
+++ b/test/benchmarks/test_benchmark_model.py
@@ -0,0 +1,18 @@
+import unittest
+
+from benchmark_model import BenchmarkModel
+
+
+class BenchmarkModelTest(unittest.TestCase):
+
+  def test_to_dict(self):
+    bm = BenchmarkModel("torchbench or other", "super_deep_model",
+                        "placeholder")
+    actual = bm.to_dict()
+    self.assertEqual(2, len(actual))
+    self.assertEqual("torchbench or other", actual["suite_name"])
+    self.assertEqual("super_deep_model", actual["model_name"])
+
+
+if __name__ == '__main__':
+  unittest.main()
diff --git a/test/benchmarks/test_experiment_runner.py b/test/benchmarks/test_experiment_runner.py
new file mode 100644
index 000000000000..ad0c6d156c9f
--- /dev/null
+++ b/test/benchmarks/test_experiment_runner.py
@@ -0,0 +1,32 @@
+import unittest
+
+import subprocess
+
+import experiment_runner
+
+EXPERIMENT_RUNNER_PY = experiment_runner.__file__
+
+
+class ExperimentRunnerTest(unittest.TestCase):
+
+  def test_alexnet_dry_run(self):
+    child = subprocess.run([
+        "python", EXPERIMENT_RUNNER_PY, "--dynamo=openxla", "--dynamo=inductor",
+        "--xla=PJRT", "--xla=None", "--test=eval", "--test=train",
+        "--suite-name=torchbench", "--accelerator=cpu", "--filter=^alexnet$",
+        "--dry-run"
+    ],
+                           capture_output=True,
+                           text=True)
+    expected_in_stderr = [
+        "Number of selected experiment configs: 2",
+        "Number of selected model configs: 1",
+        "'--experiment-config={\"accelerator\": \"cpu\", \"xla\": \"PJRT\", \"xla_flags\": null, \"dynamo\": \"openxla\", \"test\": \"eval\"}', '--model-config={\"model_name\": \"alexnet\"}'",
+        "'--experiment-config={\"accelerator\": \"cpu\", \"xla\": \"PJRT\", \"xla_flags\": null, \"dynamo\": \"openxla\", \"test\": \"train\"}', '--model-config={\"model_name\": \"alexnet\"}'",
+    ]
+    for expected in expected_in_stderr:
+      self.assertTrue(expected in child.stderr)
+
+
+if __name__ == '__main__':
+  unittest.main()