# MiniMax-M2 vs o1-mini

> MiniMax-M2 is the stronger model overall, scoring 37.4 to 34.0 on the Noometry Index.

- Canonical page: https://noometry.com/compare/minimax-m2-vs-o1-mini
- Last updated: 2026-10-11
- Shared benchmarks: 15

## Summary

- They share 15 benchmarks with published results for both. MiniMax-M2 scores higher in 9 categories and o1-mini in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where MiniMax-M2 leads 19.4 to 8.8.
- MiniMax-M2 has downloadable open weights; the other is API-only.

## Snapshot

| | MiniMax-M2 | o1-mini |
|---|---|---|
| Provider | MiniMax | OpenAI |
| Noometry Index | 37.4 | 34.0 |
| Rank | 204 | 235 |
| Context | 205K | — |
| Input $/M | $0.30 | — |
| Output $/M | $1.20 | — |
| Weights | Open | Proprietary |

## Coding

- MiniMax-M2: 39.3 (#159)
- o1-mini: 35.5 (#224)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Coding | 1370 | 1362 |
| SWE-bench Verified (bash only) | 61% | — |
| Aider Polyglot | — | 32.9% |
| LMArena WebDev | 1297 | — |
| WeirdML | — | 36.3% |
| LiveBench Coding | — | 48% |
| HumanEval+ | — | 89% |
| MBPP+ | — | 78.8% |

## Agentic & Tool Use

- MiniMax-M2: 25.1 (#109)
- o1-mini: 24.6 (#118)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| Terminal-Bench | 30% | — |
| Cybench | — | 10% |
| Vending-Bench 2 | 160.6 | — |

## Reasoning

- MiniMax-M2: 19.4 (#258)
- o1-mini: 8.8 (#346)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Hard Prompts | 1357 | 1333 |
| ARC-AGI-2 | — | 0.8% |
| SimpleBench | — | 18.1% |
| Kagi LLM Benchmark | 57.8% | — |
| NYT Connections (extended) | 14.8% | — |
| ARC-AGI-1 | — | 14% |
| LiveBench Reasoning | — | 72.3% |
| LiveBench Data Analysis | — | 57.9% |
| Epoch Capabilities Index | — | 135.82 |
| LiveBench | — | 57.8% |

## Math

- MiniMax-M2: 37.3 (#160)
- o1-mini: 35.4 (#186)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Math | 1352 | 1358 |
| OTIS Mock AIME 2024-2025 | — | 46.9% |
| LiveBench Math | — | 62% |
| MATH Level 5 | — | 89.2% |
| FrontierMath (Feb 2025 set) | — | 1.7% |

## Knowledge

- MiniMax-M2: 37.0 (#163)
- o1-mini: 34.9 (#192)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Expert | 1337 | 1316 |
| GPQA Diamond | — | 62.4% |
| Confabulations | — | 18.6% |

## Multilingual

- MiniMax-M2: 45.3 (#171)
- o1-mini: 43.6 (#182)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Non-English | 1313 | 1289 |
| LMArena Chinese | 1366 | 1314 |
| LMArena French | 1335 | 1293 |
| LMArena German | 1355 | 1278 |
| LMArena Russian | 1331 | 1283 |
| LMArena Spanish | 1326 | 1303 |
| LMArena Japanese | — | 1245 |
| LMArena Korean | — | 1223 |

## Instruction Following

- MiniMax-M2: 70.2 (#166)
- o1-mini: 66.7 (#206)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Instruction Following | 1328 | 1304 |
| LiveBench Instruction Following | — | 65.4% |

## Long Context

- MiniMax-M2: 40.5 (#153)
- o1-mini: 40.1 (#161)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Longer Query | 1331 | 1320 |

## Writing & Preference

- MiniMax-M2: 53.0 (#162)
- o1-mini: 48.4 (#202)

| Benchmark | MiniMax-M2 | o1-mini |
|---|---|---|
| LMArena Text | 1340 | 1317 |
| LMArena Creative Writing | 1286 | 1244 |
| LMArena Multi-Turn | 1361 | 1314 |
| Short-Story Creative Writing | — | 64.9% |
| LiveBench Language | — | 40.9% |

## FAQ

### Is MiniMax-M2 better than o1-mini?

MiniMax-M2 is the stronger model overall, scoring 37.4 to 34.0 on the Noometry Index.

### Is MiniMax-M2 or o1-mini better for coding?

MiniMax-M2 scores higher on coding benchmarks: 39.3 versus 35.5 in the Noometry coding category.

### How many benchmarks do MiniMax-M2 and o1-mini share?

15 benchmarks have published results for both models. MiniMax-M2 has 21 scored results on Noometry and o1-mini has 39.