# Laguna M.1 vs Mistral Medium 3.1

> Laguna M.1 and Mistral Medium 3.1 score almost the same on the Noometry Index (31.9 vs 31.5), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-mistral-medium-3-1
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where Laguna M.1 leads 21.9 to 10.1.
- Laguna M.1 accepts more context: 262K tokens versus 131K.
- Laguna M.1 has downloadable open weights; the other is API-only.

## Snapshot

| | Laguna M.1 | Mistral Medium 3.1 |
|---|---|---|
| Provider | Poolside | Mistral AI |
| Noometry Index | 31.9 | 31.5 |
| Rank | 252 | 260 |
| Context | 262K | 131K |
| Input $/M | — | $0.40 |
| Output $/M | — | $2 |
| Weights | Open | Proprietary |

## Coding

- Laguna M.1: 36.4 (#195)
- Mistral Medium 3.1: —

| Benchmark | Laguna M.1 | Mistral Medium 3.1 |
|---|---|---|
| LMArena WebDev | 1348 | — |

## Reasoning

- Laguna M.1: 21.9 (#187)
- Mistral Medium 3.1: 10.1 (#336)

| Benchmark | Laguna M.1 | Mistral Medium 3.1 |
|---|---|---|
| NYT Connections (extended) | — | 6.5% |
| Thematic Generalization | — | 20.3% |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 20.3 (#276)
- Mistral Medium 3.1: —

| Benchmark | Laguna M.1 | Mistral Medium 3.1 |
|---|---|---|
| ProofBench | 0% | — |

## Writing & Preference

- Laguna M.1: —
- Mistral Medium 3.1: 55.6 (#140)

| Benchmark | Laguna M.1 | Mistral Medium 3.1 |
|---|---|---|
| EQ-Bench Creative Writing | — | 1476 |

## FAQ

### Is Laguna M.1 better than Mistral Medium 3.1?

Laguna M.1 and Mistral Medium 3.1 score almost the same on the Noometry Index (31.9 vs 31.5), so choose on price, context window or the category you care about most.

### Which has the bigger context window?

Laguna M.1 does, with 262K tokens against 131K.

### How many benchmarks do Laguna M.1 and Mistral Medium 3.1 share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Mistral Medium 3.1 has 3.