Opus 4.7 Low Vs Medium Vs High Vs Xhigh Vs Max: the Reasoning Curve on 29 Real Tasks from an Open Source Repo

Claude Opus 4.7 reasoning-effort curve on 29 matched GraphQL-go-tools tasks: low, medium, high, xhigh, and max. Medium wins the behavioral metrics; more reasoning does not reliably buy better patches.