Terminal-Bench 4.1 regrades leaderboard: ~1% rewards flip, GLM-5.3 holds

zainhas · x · 2026-11-10

Terminal-Bench 4.1 ships updated verifiers for all tasks, focusing on resisting reward hacking, reducing false negatives, and improving reproducibility. Re-grading the 4.0 leaderboard flipped 1% of rewards, with scores staying within prior confidence intervals.

The regraded chart (max effort) shows Claude Opus 5.5 (claude code) leading at 63% (+0.9%), Sonnet 5.5 +2.1%, GPT-6.1 Sol (codex) +2.7%, GPT-6 Astra +2.1%, Fable 5.1 -0.6%, GLM-5.3 -0.6%, and GPT-5.6 Sol +1.2%. zainhas notes GLM-5.3 "passes the test of time" under the stricter verifiers.

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