MiniMax-M3.1-Flash (Max): benchmark results
Provider: MiniMax. Released 2026-10-19. Access: Open.
Aggregate Rating 1831 ± 24, rank #102 of 2170 rated models, from 20 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| AI Coding Daily (OpenCode) - Total | 53.59 | Total points (max 70) | 76.2 |
| Vals AI Tax Agent Bench | 32.14 | Accuracy (%) | 73.8 |
| LLM2014 Logic 2026-10 | 51.76 | Median Score | 67.4 |
| AI Coding Daily (OpenCode) - Laravel Code Quality | 17.44 | Laravel Code Quality (max 20) points, LLM-judged rubric scor | 66.7 |
| Vals AI Vibe Code Bench | 73.94 | Accuracy (%) | 65 |
| Mercor APEX | 53.9 | Best Pass@1 (%) | 56.8 |
| APEX v1 | 65 | Score (%) | 56 |
| FrontierML ($50 Wallet) | 23.96 | Mean Task Score (%) | 55.6 |
| Vals AI Terminal-Bench 4.0 | 25.25 | Accuracy (%) | 54.2 |
| FrontierML ($200 Wallet) | 23.23 | Mean Task Score (%) | 50 |
| AI Coding Daily (OpenCode) - React-TS Code Quality | 17 | React-TS Code Quality (max 20) points, LLM-judged rubric sco | 47.6 |
| Vals AI Legal Research Bench | 34.14 | Accuracy (%) | 46.1 |
Interactive version: theaggregate.ai/model?slug=minimax-m3-1-flash-max · How It Works · Data refreshed daily, snapshot 2026-11-05.