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.

Laguna M.1 Poolside

31.9

Rank #252 Reported

Magistral Small Mistral AI

29.9

Rank #289 Confirmed

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 and Magistral Small specifications
Laguna M.1Magistral Small
ProviderPoolsideMistral AI
Noometry Index31.929.9
Released2026-04-282025-06-10
WeightsOpenOpen
Context window262K128K
Max output33K40K
Input $ / M tokens—$0.50
Output $ / M tokens—$1.50
Results tracked310

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Category by category

Coding Magistral Small leads

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

Coding benchmarks
BenchmarkLaguna M.1Magistral Small
LMArena WebDev1348—
SciCode—35.2%

Reasoning Laguna M.1 leads

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

Reasoning benchmarks
BenchmarkLaguna M.1Magistral 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 Bench15.6%—
Epoch Capabilities Index—133.19

Math Magistral Small leads

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

Math benchmarks
BenchmarkLaguna M.1Magistral Small
OTIS Mock AIME 2024-2025—30%
ProofBench0%—

Knowledge Not comparable

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

Knowledge benchmarks
BenchmarkLaguna M.1Magistral 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.

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