28,849-trial Harness Leaderboard: bash-only mini-swe-agent beats openclaw 51.4% vs 27.3%

bansalg_ · x · 2026-11-06

joelniklaus released a Harness Leaderboard built on 28,849 trials ($4,746 of inference), holding model/provider/reasoning effort fixed with 3 attempts per task, comparing 9 coding-agent harnesses on open models (GLM-5.3-Flash, DeepSeek-V4.1-Flash, Flint on Terminal-Bench 2.1 and DeepSWE). Key finding: bash-only mini-swe-agent solves 51.4% of tasks on average vs openclaw's 27.3%, with four other harnesses statistically tied. OfirPress notes mini-swe-agent targets fully autonomous task-solving while Claude Code/Codex are human+AI collaboration assistants, so many CC/Codex features aren't needed for benchmarks.

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