MiniMax-M2.1: benchmark results

MiniMax's open M2.1, a 230B sparse text MoE with 10B active parameters (December 2025). Provider: MiniMax. Released 2025-12-22. Access: Open.

Aggregate Rating 1661 ± 6, rank #289 of 1656 rated models, from 483 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
OpenEvals - MMLU-Pro88Accuracy (%)100
SuperCLUE-WebCoding - Overall75.66Score100
AA MMLU-Pro87.49Accuracy (%)98
Medmarks - MMLU-Pro Health82.97Score (%)97.7
SAGE (Service Agent) - Conversational Quality75.29Conversational Quality Score (0-100): weighted judge ratings96.2
AA LiveCodeBench80.95Pass@1 (%)93
SAGE (Service Agent) - Airline Refund66.37Overall Assessment Score (0-100), 0.8 x logical compliance +92.3
SAGE (Service Agent) - Logistics Delivery68.54Overall Assessment Score (0-100), 0.8 x logical compliance +92.3
WebTestBench - Content7.7Defect-detection F1 (%) on content test items, on 100 genera88.9
Medmarks - MedConceptsQA Hard76.72Score (%)86.4
MedConclusion - Non-Contradiction81.89Non-contradiction rate (judge score 0-100): the model writes85.7
OctoBench - Claude Code - Checkitem Success82.75Checkitem Success Rate (%)85.7

Interactive version: theaggregate.ai/model?slug=minimax-m2-1 · How It Works · Data refreshed daily, snapshot 2026-10-20.