Model comparison
Laguna M.1 vs Magistral Medium
Magistral Medium is the stronger model overall, scoring 35.2 to 32.5 on the Noometry Index.
Last verified . 0 shared benchmarks.
Poolside
Mistral AISummary
- The widest gap is in reasoning, where Laguna M.1 leads 23.1 to 8.6.
Side by side
| Laguna M.1 | Magistral Medium | |
|---|---|---|
| Provider | Poolside | Mistral AI |
| Noometry Index | 32.5 | 35.2 |
| Released | 2026-04-28 | 2025-03-17 |
| Weights | Open | Open |
| Context window | 262K | 262K |
| Max output | 33K | 16K |
| Input $ / M tokens | — | $2 |
| Output $ / M tokens | — | $5 |
| Results tracked | 3 | 22 |
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Category by category
Coding Magistral Medium leads
Laguna M.1: 36.6 (#204), Magistral Medium: 39.1 (#161)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| LMArena WebDev | 1349 | — |
| SciCode | — | 39.2% |
| LMArena Coding | — | 1319 |
Reasoning Laguna M.1 leads
Laguna M.1: 23.1 (#184), Magistral Medium: 8.6 (#348)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| ARC-AGI-2 | — | 0% |
| Kagi LLM Benchmark | — | 16.2% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |
| LMArena Hard Prompts | — | 1267 |
| Surface Evolver Bench | 15.6% | — |
Math Magistral Medium leads
Laguna M.1: 21.1 (#283), Magistral Medium: 35.1 (#189)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| ProofBench | 0% | — |
| LMArena Math | — | 1250 |
Knowledge Not comparable
Laguna M.1: —, Magistral Medium: 33.5 (#202)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| LMArena Expert | — | 1223 |
Multilingual Not comparable
Laguna M.1: —, Magistral Medium: 39.6 (#224)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| LMArena Non-English | — | 1232 |
| LMArena Chinese | — | 1227 |
| LMArena French | — | 1267 |
| LMArena German | — | 1248 |
| LMArena Japanese | — | 1175 |
| LMArena Korean | — | 1125 |
| LMArena Russian | — | 1224 |
| LMArena Spanish | — | 1271 |
Instruction Following Not comparable
Laguna M.1: —, Magistral Medium: 66.0 (#211)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | — | 1254 |
Long Context Not comparable
Laguna M.1: —, Magistral Medium: 39.3 (#183)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| LMArena Longer Query | — | 1295 |
Writing & Preference Not comparable
Laguna M.1: —, Magistral Medium: 46.3 (#219)
| Benchmark | Laguna M.1 | Magistral Medium |
|---|---|---|
| LMArena Text | — | 1255 |
| LMArena Creative Writing | — | 1245 |
| LMArena Multi-Turn | — | 1275 |
Frequently asked questions
Is Laguna M.1 better than Magistral Medium?
Magistral Medium is the stronger model overall, scoring 35.2 to 32.5 on the Noometry Index.
Is Laguna M.1 or Magistral Medium better for coding?
Magistral Medium scores higher on coding benchmarks: 39.1 versus 36.6 in the Noometry coding category.
Which has the bigger context window?
Both accept 262K tokens.
How many benchmarks do Laguna M.1 and Magistral Medium share?
0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Magistral Medium has 22.