diff --git a/environments/optimizer/run_optimizer_benchmark.py b/environments/optimizer/run_optimizer_benchmark.py
new file mode 100644
index 00000000..8cbdfdb3
--- /dev/null
+++ b/environments/optimizer/run_optimizer_benchmark.py
@@ -0,0 +1,24 @@
+from atropos.environments.optimizer.wrapper import score_optimizer
+from atroposlib.envs.base import BaseEnv, BaseEnvConfig
+
+
+class OptimizerBenchmarkEnvConfig(BaseEnvConfig):
+    architecture: str = "mnist"
+
+
+class OptimizerBenchmarkEnvironment(BaseEnv):
+    env_config_cls = OptimizerBenchmarkEnvConfig
+
+    def __init__(
+        self,
+        config: OptimizerBenchmarkEnvConfig,
+        server_configs=None,
+        slurm=False,
+        testing=False,
+    ):
+        super().__init__(config, server_configs, slurm, testing)
+        self.architecture = config.architecture
+
+    async def evaluate(self, optimizer_code: str, *args, **kwargs):
+        # This method is required by BaseEnv
+        return score_optimizer(optimizer_code, self.architecture)