Multi-SWE-Bench Benchmark Leaderboard | Phaseo

Multi-SWE-Bench

AI benchmark results and model performance

Type: percentageCode

Recorded Results

8

Average Score

44.25%

Score Range

36.20% - 52.70%

Leading Model (lowest score)

36.20% - MiniMax M2

Scores Over Time

Individual benchmark scores plotted by date.

Models Using This Benchmark

Organisation	Model	Reported	Top Score	Info	Self Reported	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	-
ByteDance	Seed 2.0 Lite	14 Feb 2026	41.10%	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 Pro	14 Feb 2026	45.20%	Seed2 official benchmark table \| Multi-SWE-Bench	Yes	Source
MiniMax	MiniMax M2.1	23 Dec 2025	49.40%	-	Yes	Source
MiniMax	MiniMax M2.5	12 Feb 2026	51.30%	-	Yes	Source
MiniMax	MiniMax M2.7	18 Mar 2026	52.70%	-	Yes	Source