SWE-fficiency

Make real repositories faster without breaking tests (performance-optimisation SWE tasks).

The best 1 · 1 models tested

Top 1 · best setting per model · 1 models, 1 results (0 independent)

Measured by independent testersIndependent Reported by the makerVendor-reported

SWE-fficiency leaderboard
				Thinking levelSetting
1	MiniMax M3	MiniMax	34.8%	Defaultsetting not stated	Maker's own figureVendor-reportedMiniMax ↗	Claude Code	1 Jun 2026