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

https://astro-wiki.win/index.php/Disagreement_as_a_Diagnostic_Metric,_Not_Noise:_What_Does_That_Mean%3F

When models disagree on a prediction, it often signals risky or unclear inputs. Tracking ensemble variance helps spot these cases by measuring how much predictions differ