Multi-SWE-Bench Benchmark

Multi-SWE-Bench Benchmark | Phaseo

Models Using This Benchmark

Organisation	Model	Reported	Top Score	Info	Self Reported	Source
MiniMax	MiniMax M2.7	18 Mar 2026	52.70%	-	Yes	Source
MiniMax	MiniMax M2.5	12 Feb 2026	51.30%	-	Yes	Source
MiniMax	MiniMax M2.1	23 Dec 2025	49.40%	-	Yes	Source
ByteDance	Seed 2.0 Pro	14 Feb 2026	45.20%	Seed2 official benchmark table \| Multi-SWE-Bench	Yes	Source
Moonshot	Kimi K2 Thinking	06 Nov 2025	41.90%	inferred alias from kimi-k2-thinking-0905	Yes	Source
ByteDance	Seed 2.0 Lite	14 Feb 2026	41.10%	Seed2 official benchmark table \| Multi-SWE-Bench	Yes	Source
MiniMax	MiniMax M2	27 Oct 2025	36.20%	-	Yes	-
MiniMax	MiniMax M2 Her	24 Jan 2026	36.20%	inferred modality/version alias from minimax-m2	Yes	-

Multi-SWE-Bench