When models disagree on predictions, it signals uncertain or risky inputs....

https://mighty-wiki.win/index.php/Zip_Code_Proxy_Features_Causing_Model_Contradictions:_How_to_Fix

When models disagree on predictions, it signals uncertain or risky inputs. Tracking metrics like ensemble variance or prediction margin helps spot these edge cases