When models disagree on a prediction, it signals uncertainty and potential risk...

https://lanesniceblog.scriblorax.com/posts/what-does-high-ensemble-variance-actually-mean

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