# Laguna M.1 vs Magistral Small

> Laguna M.1 is the stronger model overall, scoring 31.9 to 29.9 on the Noometry Index.

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

## Summary

- The widest gap is in reasoning, where Laguna M.1 leads 21.9 to 6.9.
- Laguna M.1 accepts more context: 262K tokens versus 128K.

## Snapshot

| | Laguna M.1 | Magistral Small |
|---|---|---|
| Provider | Poolside | Mistral AI |
| Noometry Index | 31.9 | 29.9 |
| Rank | 252 | 289 |
| Context | 262K | 128K |
| Input $/M | — | $0.50 |
| Output $/M | — | $1.50 |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.4 (#195)
- Magistral Small: 37.8 (#172)

| Benchmark | Laguna M.1 | Magistral Small |
|---|---|---|
| LMArena WebDev | 1348 | — |
| SciCode | — | 35.2% |

## Reasoning

- Laguna M.1: 21.9 (#187)
- Magistral Small: 6.9 (#345)

| Benchmark | Laguna M.1 | Magistral Small |
|---|---|---|
| ARC-AGI-2 | — | 0% |
| Kagi LLM Benchmark | — | 6.3% |
| ARC-AGI-1 | — | 5% |
| CritPt | — | 0.3% |
| Chess Puzzles | — | 3% |
| DTBench | — | 61.3% |
| Surface Evolver Bench | 15.6% | — |
| Epoch Capabilities Index | — | 133.19 |

## Math

- Laguna M.1: 20.3 (#276)
- Magistral Small: 24.9 (#253)

| Benchmark | Laguna M.1 | Magistral Small |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 30% |
| ProofBench | 0% | — |

## Knowledge

- Laguna M.1: —
- Magistral Small: 30.9 (#215)

| Benchmark | Laguna M.1 | Magistral Small |
|---|---|---|
| GPQA Diamond | — | 56.1% |

## FAQ

### Is Laguna M.1 better than Magistral Small?

Laguna M.1 is the stronger model overall, scoring 31.9 to 29.9 on the Noometry Index.

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

Magistral Small scores higher on coding benchmarks: 37.8 versus 36.4 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 Magistral Small share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Magistral Small has 10.