MiniMax-M2.7 — benchmark results
MiniMax's open self-evolving M2.7 agentic MoE (230B total, 10B active). Provider: MiniMax. Released 2026-03-18. Access: Open.
Unified ELO 1646 ± 10, rank #378 of 1776 rated models, from 230 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| LLM Stats (Multi-SWE-Bench) | 52.7 | Score (%) | 100 |
| AA IFBench | 75.71 | Accuracy (%) | 93.9 |
| AA-LCR | 68.7 | Score (self-reported) | 92 |
| AA Long Context Reasoning | 68.67 | Accuracy (%) | 90.2 |
| AA GPQA Diamond | 87.37 | Accuracy (%) | 89.2 |
| AA SciCode | 46.99 | Accuracy (%) | 88.9 |
| AA Humanity's Last Exam | 28.08 | Accuracy (%) | 88.4 |
| AA Omniscience - Software Engineering (SWE) - Swift | 68 | Accuracy (%) | 88.4 |
| Artificial Analysis Intelligence Index | 38.13 | Intelligence Index | 88.2 |
| AA Omniscience | 0.68 | Score | 87.3 |
| AA Terminal-Bench Hard | 39.39 | Accuracy (%) | 86.5 |
| BenchLM | 64.1 | Overall Score | 83.2 |
Interactive version: theaggregate.ai/model?slug=minimax-m2-7 · How the rankings work · Data refreshed daily, snapshot 2026-07-22.