# Laguna M.1 vs Mistral Small 3.1

> Laguna M.1 and Mistral Small 3.1 score almost the same on the Noometry Index (32.5 vs 31.7), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-mistral-small-3-1
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Laguna M.1 leads 21.1 to 14.7.
- Laguna M.1 accepts more context: 262K tokens versus 128K.

## Snapshot

| | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| Provider | Poolside | Mistral AI |
| Noometry Index | 32.5 | 31.7 |
| Rank | 256 | 269 |
| Context | 262K | 128K |
| Input $/M | — | $0.35 |
| Output $/M | — | $0.56 |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- Mistral Small 3.1: 38.3 (#179)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| LMArena WebDev | 1349 | — |
| LMArena Coding | — | 1309 |

## Reasoning

- Laguna M.1: 23.1 (#184)
- Mistral Small 3.1: 19.7 (#254)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| Chess Puzzles | — | 1% |
| LMArena Hard Prompts | — | 1278 |
| Surface Evolver Bench | 15.6% | — |
| Epoch Capabilities Index | — | 127.48 |

## Math

- Laguna M.1: 21.1 (#283)
- Mistral Small 3.1: 14.7 (#301)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 3.9% |
| ProofBench | 0% | — |
| Omni-MATH | — | 24.8% |
| LMArena Math | — | 1262 |

## Knowledge

- Laguna M.1: —
- Mistral Small 3.1: 22.6 (#271)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| GPQA Diamond | — | 41.9% |
| MMLU-Pro | — | 61% |
| GPQA (HELM) | — | 39.2% |
| LMArena Expert | — | 1257 |

## Multimodal

- Laguna M.1: —
- Mistral Small 3.1: 33.2 (#99)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| LMArena Vision | — | 1136 |

## Multilingual

- Laguna M.1: —
- Mistral Small 3.1: 41.2 (#209)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| LMArena Non-English | — | 1255 |
| LMArena Chinese | — | 1253 |
| LMArena French | — | 1273 |
| LMArena German | — | 1266 |
| LMArena Japanese | — | 1208 |
| LMArena Korean | — | 1206 |
| LMArena Russian | — | 1263 |
| LMArena Spanish | — | 1283 |

## Instruction Following

- Laguna M.1: —
- Mistral Small 3.1: 63.6 (#230)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| IFEval | — | 75% |
| LMArena Instruction Following | — | 1264 |

## Long Context

- Laguna M.1: —
- Mistral Small 3.1: 39.5 (#178)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| LMArena Longer Query | — | 1299 |

## Writing & Preference

- Laguna M.1: —
- Mistral Small 3.1: 37.0 (#259)

| Benchmark | Laguna M.1 | Mistral Small 3.1 |
|---|---|---|
| LMArena Text | — | 1277 |
| LMArena Creative Writing | — | 1253 |
| EQ-Bench Creative Writing | — | 761 |
| WildBench | — | 78.8% |
| LMArena Multi-Turn | — | 1270 |

## FAQ

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

Laguna M.1 and Mistral Small 3.1 score almost the same on the Noometry Index (32.5 vs 31.7), so choose on price, context window or the category you care about most.

### Is Laguna M.1 or Mistral Small 3.1 better for coding?

Mistral Small 3.1 scores higher on coding benchmarks: 38.3 versus 36.6 in the Noometry coding category.

### Which has the bigger context window?

Laguna M.1 does, with 262K tokens against 128K.

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

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Mistral Small 3.1 has 28.