diff --git a/model_data/simulation_system/MLModel/Models.py b/model_data/simulation_system/MLModel/Models.py
index 7f21e548..137f2f20 100644
--- a/model_data/simulation_system/MLModel/Models.py
+++ b/model_data/simulation_system/MLModel/Models.py
@@ -116,6 +116,8 @@ class AutogluonModel:
 
         metrics_df = pd.DataFrame([performance])
         metrics_df.to_csv(metrics_location / metric_filename)
+        markdown_filename = metric_filename.split(".")[0] + ".md"
+        metrics_df.to_markdown(metrics_location/ markdown_filename)
 
         return metrics_df