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

https://www.joint-bookmarks.win/when-models-disagree-like-showing-high-ensemble-variance-or-low-prediction

When models disagree on a prediction, it often signals uncertainty or risky inputs. Measuring this with ensemble variance or margin helps spot those tricky cases