Model comparison

Laguna M.1 vs Olmo 2 0325 32b Instruct

Laguna M.1 and Olmo 2 0325 32b Instruct score almost the same on the Noometry Index (32.5 vs 32.7), so choose on price, context window or the category you care about most.

Last verified . 0 shared benchmarks.

Laguna M.1 Poolside

32.5

Rank #256 Reported

Summary

  • The widest gap is in math, where Olmo 2 0325 32b Instruct leads 26.8 to 21.1.

Side by side

Laguna M.1 and Olmo 2 0325 32b Instruct specifications
Laguna M.1Olmo 2 0325 32b Instruct
ProviderPoolsideAllen Institute for AI (Ai2)
Noometry Index32.532.7
Released2026-04-28—
WeightsOpenOpen
Context window262K—
Max output33K—
Input $ / M tokens——
Output $ / M tokens——
Results tracked316

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Category by category

Coding Laguna M.1 leads

Laguna M.1: 36.6 (#204), Olmo 2 0325 32b Instruct: 35.2 (#227)

Coding benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
LMArena WebDev1349—
LMArena Coding—1210

Reasoning Too close to call

Laguna M.1: 23.1 (#184), Olmo 2 0325 32b Instruct: 23.6 (#175)

Reasoning benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
LMArena Hard Prompts—1208
Surface Evolver Bench15.6%—

Math Olmo 2 0325 32b Instruct leads

Laguna M.1: 21.1 (#283), Olmo 2 0325 32b Instruct: 26.8 (#255)

Math benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
ProofBench0%—
Omni-MATH—16.1%
LMArena Math—1208

Knowledge Not comparable

Laguna M.1: —, Olmo 2 0325 32b Instruct: 19.5 (#279)

Knowledge benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
MMLU-Pro—41.4%
GPQA (HELM)—28.7%

Multilingual Not comparable

Laguna M.1: —, Olmo 2 0325 32b Instruct: 34.8 (#248)

Multilingual benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
LMArena Non-English—1160
LMArena Chinese—1192
LMArena Russian—1187

Instruction Following Not comparable

Laguna M.1: —, Olmo 2 0325 32b Instruct: 61.5 (#244)

Instruction Following benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
IFEval—78%
LMArena Instruction Following—1186

Long Context Not comparable

Laguna M.1: —, Olmo 2 0325 32b Instruct: 36.2 (#234)

Long Context benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
LMArena Longer Query—1194

Writing & Preference Not comparable

Laguna M.1: —, Olmo 2 0325 32b Instruct: 42.1 (#236)

Writing & Preference benchmarks
BenchmarkLaguna M.1Olmo 2 0325 32b Instruct
LMArena Text—1218
LMArena Creative Writing—1199
WildBench—73.4%
LMArena Multi-Turn—1221

Frequently asked questions

Is Laguna M.1 better than Olmo 2 0325 32b Instruct?

Laguna M.1 and Olmo 2 0325 32b Instruct score almost the same on the Noometry Index (32.5 vs 32.7), so choose on price, context window or the category you care about most.

Is Laguna M.1 or Olmo 2 0325 32b Instruct better for coding?

Laguna M.1 scores higher on coding benchmarks: 36.6 versus 35.2 in the Noometry coding category.

How many benchmarks do Laguna M.1 and Olmo 2 0325 32b Instruct share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Olmo 2 0325 32b Instruct has 16.

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