Model

MiniMax-M3

MiniMax · open weights

minimax.io

Knowledge & Reasoning

Knowledge & Reasoning
BenchmarkScoreMetricHarnessSourceConfidenceLink
CritPt3.7accuracyN/AIndependentlowepoch.ai
GPQA Diamond90.9accuracyN/AIndependenthighepoch.ai
WorldFact-Bench16.8accuracydirect judgmentIndependentmediumarxiv.org

Coding

Coding
BenchmarkScoreMetricHarnessSourceConfidenceLink
ArrivalBench50.2failure_rateN/AIndependentmediumarxiv.org
SciCode47.1scoreN/AIndependentmediumartificialanalysis.ai

Agentic / Tool Use

Agentic / Tool Use
BenchmarkScoreMetricHarnessSourceConfidenceLink
APTInvestBench46.2coverage_rateN/AIndependentmediumarxiv.org
HygieneRoboBench67.0resolved_rateN/AIndependentmediumarxiv.org
Legal Research Bench29.8accuracyN/AIndependentmediumarxiv.org

Multimodal

Multimodal
BenchmarkScoreMetricHarnessSourceConfidenceLink
DSV-Mem13.1accuracyN/AIndependentmediumarxiv.org
EviLens37.8accuracyN/AIndependentmediumarxiv.org
PlotGround-1k33.8accuracyN/AIndependentmediumarxiv.org

Reproduced by the community

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