# Magistral Small vs MiniMax-M2.7

> MiniMax-M2.7 is the stronger model overall, scoring 37.4 to 29.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/magistral-small-vs-minimax-m2-7
- Last updated: 2026-10-10
- Shared benchmarks: 3

## Summary

- They share 3 benchmarks with published results for both. Magistral Small scores higher in 1 category and MiniMax-M2.7 in 3 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where MiniMax-M2.7 leads 19.0 to 6.9.
- The biggest single-benchmark swing is SciCode: 35.2% for Magistral Small and 47% for MiniMax-M2.7.
- MiniMax-M2.7 is cheaper at $0.30 / $1.20 per million input/output tokens, against $0.50 / $1.50 for Magistral Small.
- MiniMax-M2.7 accepts more context: 205K tokens versus 128K.

## Snapshot

| | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| Provider | Mistral AI | MiniMax |
| Noometry Index | 29.9 | 37.4 |
| Rank | 289 | 188 |
| Context | 128K | 205K |
| Input $/M | $0.50 | $0.30 |
| Output $/M | $1.50 | $1.20 |
| Weights | Open | Open |

## Coding

- Magistral Small: 37.8 (#172)
- MiniMax-M2.7: 41.4 (#115)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| SciCode | 35.2% | 47% |
| LMArena WebDev | — | 1397 |
| WeirdML | — | 37% |
| LMArena Coding | — | 1454 |
| ALE-Bench | — | 599.25 |

## Agentic & Tool Use

- Magistral Small: —
- MiniMax-M2.7: 24.9 (#103)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| Terminal-Bench | — | 45.1% |
| ExploitBench | — | 13.3% |
| GBAEval | — | 0% |

## Reasoning

- Magistral Small: 6.9 (#345)
- MiniMax-M2.7: 19.0 (#248)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| CritPt | 0.3% | 0.6% |
| Epoch Capabilities Index | 133.19 | 145.84 |
| ARC-AGI-2 | 0% | — |
| Kagi LLM Benchmark | 6.3% | — |
| NYT Connections (extended) | — | 24.7% |
| ARC-AGI-1 | 5% | — |
| Chess Puzzles | 3% | — |
| Thematic Generalization | — | 39.3% |
| LMArena Hard Prompts | — | 1422 |
| DTBench | 61.3% | — |

## Math

- Magistral Small: 24.9 (#253)
- MiniMax-M2.7: 24.9 (#254)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 30% | — |
| ProofBench | — | 3% |
| LMArena Math | — | 1420 |

## Knowledge

- Magistral Small: 30.9 (#215)
- MiniMax-M2.7: 37.1 (#151)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| GPQA Diamond | 56.1% | — |
| Vectara Hallucination Rate | — | 12.9% |
| LMArena Expert | — | 1443 |

## Multilingual

- Magistral Small: —
- MiniMax-M2.7: 50.5 (#120)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| LMArena Non-English | — | 1382 |
| LMArena Chinese | — | 1439 |
| LMArena French | — | 1422 |
| LMArena German | — | 1398 |
| LMArena Japanese | — | 1261 |
| LMArena Korean | — | 1313 |
| LMArena Russian | — | 1383 |
| LMArena Spanish | — | 1403 |

## Instruction Following

- Magistral Small: —
- MiniMax-M2.7: 74.2 (#101)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| LMArena Instruction Following | — | 1404 |

## Long Context

- Magistral Small: —
- MiniMax-M2.7: 43.3 (#94)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| LMArena Longer Query | — | 1419 |

## Writing & Preference

- Magistral Small: —
- MiniMax-M2.7: 59.1 (#107)

| Benchmark | Magistral Small | MiniMax-M2.7 |
|---|---|---|
| LMArena Text | — | 1404 |
| LMArena Creative Writing | — | 1354 |
| LMArena Multi-Turn | — | 1413 |

## FAQ

### Is Magistral Small better than MiniMax-M2.7?

MiniMax-M2.7 is the stronger model overall, scoring 37.4 to 29.9 on the Noometry Index.

### Which is cheaper, Magistral Small or MiniMax-M2.7?

MiniMax-M2.7 is cheaper. It lists at $0.30 per million input tokens and $1.20 per million output tokens; Magistral Small lists at $0.50 and $1.50.

### Is Magistral Small or MiniMax-M2.7 better for coding?

MiniMax-M2.7 scores higher on coding benchmarks: 41.4 versus 37.8 in the Noometry coding category.

### Which has the bigger context window?

MiniMax-M2.7 does, with 205K tokens against 128K.

### How many benchmarks do Magistral Small and MiniMax-M2.7 share?

3 benchmarks have published results for both models. Magistral Small has 10 scored results on Noometry and MiniMax-M2.7 has 30.