MiniMax-M2.1
| Released | 2025-12-23 |
|---|---|
| Price per 1M | $0.30 in · $1.20 out |
| Overall score | 50.8 · rank 104 |
| Context window | 204,800 tokens |
| Provider | MiniMax |
| Weights | Open weights |
Scores
| Dimension | Score | Rank | Benchmarks |
|---|---|---|---|
| Overall: Balanced | 50.8 | 104 | 8 |
| Overall: Coding | 51.8 | 96 | 6 |
| Overall: Reasoning | 49.0 | 123 | 4 |
| Overall: Agentic work | 49.6 | 115 | 6 |
| Overall: Frontend | 54.0 | 67 | 2 |
| Coding | 54.0 | 86 | 2 |
| Agents | 48.5 | 115 | 1 |
| Reasoning | 46.4 | 143 | 3 |
| Knowledge | 54.7 | 63 | 1 |
| General | 50.1 | 108 | 1 |
| Value vs price | +4.9 | 74 |
Evidence
Coding 54.0 ±3.3
| Benchmark | Result | Source | Date |
|---|---|---|---|
| SWE-bench Verified (Vals run) | 74.8% | Vals AI | 2026-09-01 |
| LiveCodeBench (Vals run) | 81.8% | Vals AI | 2026-09-01 |
Agents 48.5 ±2.5
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Terminal-Bench 2.0 | 36.6% | Epoch AI | 2025-12-23 |
Reasoning 46.4 ±3.5
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Extended NYT Connections | 11.2% | Lech Mazur | 2026-11-10 |
| GPQA Diamond (Vals run) | 78.5% | Vals AI | 2026-09-01 |
| SimpleBench | 34.7% | SimpleBench | 2025-12-23 |
Knowledge 54.7 ±4.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| MMLU-Pro (Vals run) | 87.0% | Vals AI | 2026-09-01 |
General 50.1 ±5.8
| Benchmark | Result | Source | Date |
|---|---|---|---|
| EQ-Bench Longform Creative Writing | 57.8% | EQ-Bench | 2026-11-11 |
Results not used in the score
| Benchmark | Result | Source | Why not used |
|---|---|---|---|
| Terminal-Bench 2.0 | 29.2% | Epoch AI | A stronger configuration result was used |
Names matched to this model
minimax-m2-1