diff --git a/src/madengine/tools/run_models.py b/src/madengine/tools/run_models.py
index dd528c4e..f9832e4e 100644
--- a/src/madengine/tools/run_models.py
+++ b/src/madengine/tools/run_models.py
@@ -905,6 +905,13 @@ def run_model(self, model_info: typing.Dict) -> bool:
         # Environment variable updates for MAD Public CI
         run_details.gpu_architecture = self.context.ctx["docker_env_vars"]["MAD_SYSTEM_GPU_ARCHITECTURE"]
 
+        # Check if model is deprecated
+        if model_info.get("is_deprecated", False):
+            print(f"WARNING: Model {model_info['name']} has been deprecated.")
+            if self.args.skip_deprecated_models:
+                print(f"Skipping deprecated model {model_info['name']}")
+                return True  # Return success to not affect overall status
+
         # check if model is supported on current gpu architecture, if not skip.
         list_skip_gpu_arch = []
         if (