MiniMax-M3.1-Flash
| Released | 2026-10-19 |
|---|---|
| Price per 1M | $0.15 in · $0.60 out |
| Overall score | 58.5 · rank 44 |
| Context window | 1,000,000 tokens |
| Provider | MiniMax |
| Weights | Open weights |
Scores
| Dimension | Score | Rank | Benchmarks |
|---|---|---|---|
| Overall: Balanced | 58.5 | 44 | 16 |
| Overall: Coding | 59.4 | 36 | 15 |
| Overall: Reasoning | 54.9 | 77 | 4 |
| Overall: Agentic work | 59.4 | 37 | 12 |
| Overall: Frontend | 57.8 | 44 | 4 |
| Coding | 60.9 | 21 | 1 |
| Agents | 60.1 | 30 | 8 |
| Reasoning | 53.9 | 88 | 3 |
| Knowledge | 57.2 | 48 | 1 |
| Frontend | 56.2 | 46 | 3 |
| Value vs price | +14.7 | 8 |
Configurations
| Configuration | Balanced | Benchmarks |
|---|---|---|
| Unspecified setting | 59.3 ±3.1 | 8 |
| High | 48.7 ±6.4 | 1 |
| Max | 58.8 ±4.6 | 7 |
Evidence
Coding 60.9 ±2.2
| Benchmark | Result | Source | Date |
|---|---|---|---|
| LiveBench 2.0 Coding | 68.8% | LiveBench | 2026-11-06 |
Agents 60.1 ±1.3
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Terminal-Bench 4.0 (Vals run) | 25.3% | Vals AI | 2026-11-09 |
| LiveBench 2.0 Agentic | 25.7% | LiveBench | 2026-11-06 |
| LiveBench 2.0 Browser Use | 80.6% | LiveBench | 2026-11-06 |
| EMB v1.1 (Excel financial modeling) | 67.8% | Vals AI | 2026-11-09 |
| LiveBench 2.0 Research | 76.7% | LiveBench | 2026-11-06 |
| Tax Agent Bench | 32.1% | Vals AI | 2026-11-09 |
| Finance Agent v2.1 | 58.8% | Vals AI | 2026-11-09 |
| HLAB-Vals 1.1 (legal agent) | 7.5% | Vals AI | 2026-11-09 |
Reasoning 53.9 ±7.2
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Extended NYT Connections | 28.3% | Lech Mazur | 2026-11-10 |
| LiveBench 2.0 Reasoning | 82.9% | LiveBench | 2026-11-06 |
| LiveBench 2.0 Data Analysis | 71.4% | LiveBench | 2026-11-06 |
Knowledge 57.2 ±6.5
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Legal Research Bench | 34.1% | Vals AI | 2026-11-09 |
Frontend 56.2 ±1.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| LiveBench 2.0 Design | 71.2% | LiveBench | 2026-11-06 |
| Vibe Code Bench v1.1 | 73.9% | Vals AI | 2026-11-09 |
| LMArena WebDev | 1,582 | LMArena | 2026-11-09 |
Names matched to this model
minimax-m3-1-flash