When models disagree on a prediction, it often signals uncertainty or risk in...

https://papa-wiki.win/index.php/Feature_Importance_Drift_vs_Distribution_Shift:_What%27s_the_Difference%3F

When models disagree on a prediction, it often signals uncertainty or risk in the input. Tracking metrics like ensemble variance or prediction margin helps spot these cases