diff --git a/docs/scripts/model_feat_table.py b/docs/scripts/model_feat_table.py
index a9083a85e1..802763e00a 100644
--- a/docs/scripts/model_feat_table.py
+++ b/docs/scripts/model_feat_table.py
@@ -150,7 +150,13 @@ hide_table_of_contents: true
 
 ## Advanced features
 
-The following table shows all the chat models that support one or more advanced features.
+The following table shows all the chat model classes that support one or more advanced features.
+
+:::info
+While all these LangChain classes support the indicated advanced feature, you may have
+to open the provider-specific documentation to learn which hosted models or backends support
+the feature.
+:::
 
 {table}