Model comparison
Laguna M.1 vs Magistral Small
Laguna M.1 is the stronger model overall, scoring 31.9 to 29.9 on the Noometry Index.
Last verified . 0 shared benchmarks.
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.
Side by side
| Laguna M.1 | Magistral Small | |
|---|---|---|
| Provider | Poolside | Mistral AI |
| Noometry Index | 31.9 | 29.9 |
| Released | 2026-04-28 | 2025-06-10 |
| Weights | Open | Open |
| Context window | 262K | 128K |
| Max output | 33K | 40K |
| Input $ / M tokens | — | $0.50 |
| Output $ / M tokens | — | $1.50 |
| Results tracked | 3 | 10 |
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Category by category
Coding Magistral Small leads
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 leads
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 Magistral Small leads
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 Not comparable
Laguna M.1: —, Magistral Small: 30.9 (#215)
| Benchmark | Laguna M.1 | Magistral Small |
|---|---|---|
| GPQA Diamond | — | 56.1% |
Frequently asked questions
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.