# Claude 3.7 Sonnet vs MiniMax M1

> Claude 3.7 Sonnet and MiniMax M1 score almost the same on the Noometry Index (39.4 vs 39.7), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/claude-3-7-sonnet-vs-minimax-m1
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Claude 3.7 Sonnet scores higher in 6 categories and MiniMax M1 in 2 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in long context, where Claude 3.7 Sonnet leads 50.2 to 41.4.
- The biggest single-benchmark swing is Fiction.LiveBench: 83.3% for Claude 3.7 Sonnet and 69.4% for MiniMax M1.
- MiniMax M1 has downloadable open weights; the other is API-only.

## Snapshot

| | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| Provider | Anthropic | MiniMax |
| Noometry Index | 39.4 | 39.7 |
| Rank | 154 | 146 |
| Context | — | 1M |
| Input $/M | — | $0.40 |
| Output $/M | — | $2.20 |
| Weights | Proprietary | Open |

## Coding

- Claude 3.7 Sonnet: 41.1 (#120)
- MiniMax M1: 39.2 (#149)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Coding | 1361 | 1359 |
| SWE-bench Verified | 61% | — |
| SWE-bench Verified (bash only) | 52.8% | — |
| Aider Polyglot | 64.9% | — |
| GSO | 3.8% | — |
| LiveBench Coding | 74.5% | — |
| CadEval | 54% | — |

## Agentic & Tool Use

- Claude 3.7 Sonnet: 33.9 (#46)
- MiniMax M1: —

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| TheAgentCompany | 30.9% | — |
| Cybench | 20% | — |
| DeepResearch Bench | 43.6% | — |
| OSWorld | 35.8% | — |
| METR Time Horizons | 60% | — |

## Reasoning

- Claude 3.7 Sonnet: 18.7 (#252)
- MiniMax M1: 25.8 (#125)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Hard Prompts | 1333 | 1340 |
| ARC-AGI-2 | 0.9% | — |
| SimpleBench | 46.4% | — |
| ARC-AGI-1 | 28.6% | — |
| EnigmaEval | 4.2% | — |
| LiveBench Reasoning | 87.8% | — |
| LiveBench Data Analysis | 74% | — |
| Epoch Capabilities Index | 141.16 | — |
| ForecastBench | 61.8 | — |
| LiveBench | 76.1% | — |

## Math

- Claude 3.7 Sonnet: 35.7 (#137)
- MiniMax M1: 34.8 (#152)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Math | 1336 | 1360 |
| OTIS Mock AIME 2024-2025 | 57.8% | — |
| Omni-MATH | 33% | — |
| LiveBench Math | 79% | — |
| MATH Level 5 | 91.2% | — |
| FrontierMath (Feb 2025 set) | 4.1% | — |

## Knowledge

- Claude 3.7 Sonnet: 39.7 (#117)
- MiniMax M1: 35.7 (#168)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Expert | 1321 | 1316 |
| GPQA Diamond | 79.7% | — |
| Humanity's Last Exam | 8% | — |
| MMLU-Pro | 78.4% | — |
| Confabulations | 14.7% | — |
| GPQA (HELM) | 60.8% | — |

## Multimodal

- Claude 3.7 Sonnet: 33.1 (#90)
- MiniMax M1: —

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Vision | 1169 | — |
| GeoBench | 68% | — |
| VPCT | 39% | — |
| SpatialViz-Bench | 33.9% | — |

## Multilingual

- Claude 3.7 Sonnet: 44.3 (#174)
- MiniMax M1: 46.0 (#157)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Non-English | 1296 | 1320 |
| LMArena Chinese | 1299 | 1361 |
| LMArena French | 1302 | 1369 |
| LMArena German | 1301 | 1350 |
| LMArena Japanese | 1268 | 1220 |
| LMArena Korean | 1249 | 1263 |
| LMArena Russian | 1311 | 1330 |
| LMArena Spanish | 1299 | 1354 |

## Instruction Following

- Claude 3.7 Sonnet: 73.1 (#120)
- MiniMax M1: 69.5 (#169)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Instruction Following | 1352 | 1312 |
| LiveBench Instruction Following | 81.3% | — |
| IFEval | 83.4% | — |

## Long Context

- Claude 3.7 Sonnet: 50.2 (#10)
- MiniMax M1: 41.4 (#136)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| Fiction.LiveBench | 83.3% | 69.4% |
| LMArena Longer Query | 1373 | 1326 |

## Writing & Preference

- Claude 3.7 Sonnet: 54.6 (#145)
- MiniMax M1: 53.3 (#155)

| Benchmark | Claude 3.7 Sonnet | MiniMax M1 |
|---|---|---|
| LMArena Text | 1314 | 1343 |
| LMArena Creative Writing | 1332 | 1298 |
| LMArena Multi-Turn | 1339 | 1335 |
| Short-Story Creative Writing | 81.1% | — |
| EQ-Bench Creative Writing | 1412 | — |
| WildBench | 81.4% | — |
| LiveBench Language | 59.9% | — |

## FAQ

### Is Claude 3.7 Sonnet better than MiniMax M1?

Claude 3.7 Sonnet and MiniMax M1 score almost the same on the Noometry Index (39.4 vs 39.7), so choose on price, context window or the category you care about most.

### Is Claude 3.7 Sonnet or MiniMax M1 better for coding?

Claude 3.7 Sonnet scores higher on coding benchmarks: 41.1 versus 39.2 in the Noometry coding category.

### How many benchmarks do Claude 3.7 Sonnet and MiniMax M1 share?

18 benchmarks have published results for both models. Claude 3.7 Sonnet has 58 scored results on Noometry and MiniMax M1 has 18.