Poolside, open weights

Laguna M.1

Laguna M.1 by Poolside ranks 256th of 354 ranked models on the Noometry Index as of October 2026, with a score of 32.5. Its strongest category is reasoning, where it ranks 184th.

Last verified

Specifications

Noometry rank
#256 of 354
Index score
32.5
Evidence
Reported 3 results
Provider
Poolside
Released
April 28, 2026
Weights
Open weights
Reasoning
Yes
Context window
262K
Max output
33K
Input price
Not listed
Output price
Not listed
Blended price
Not listed
Output speed
Not measured
Value
Not ranked
Knowledge cutoff
Unknown
Input
text

Category scores

Each category score combines every public result we have in that category.

Laguna M.1 category scores
  1. Coding 36.6
  2. Reasoning 23.1
  3. Math 21.1
Laguna M.1 category ranks
CategoryScoreRankResults
Coding36.6#2041
Reasoning23.1#1841
Math21.1#2831

Strengths and weaknesses

Categories where Laguna M.1 places highest and lowest among the models ranked in each, with its score against that category's median.

Strongest categories

Laguna M.1: strongest categories
CategoryScorevs medianRank
Reasoning23.1−0.6#184 of 350, top 53%

Weakest categories

Laguna M.1: weakest categories
CategoryScorevs medianRank
Math21.1−15.5#283 of 327, top 87%

Closest competitors

The models ranked just above and below Laguna M.1. When scores are this close, price and speed are often the better way to choose.

Models ranked closest to Laguna M.1
ModelRankScoreBlended $/MSpeed
DeepSeek-R1-Distill-Qwen-14B#25232.7——Compare
Qwen1.5-14B#25332.7——Compare
Olmo 2 0325 32b Instruct#25432.7——Compare
gpt-oss-20b#25532.5$0.03696Compare
Command R+#25732.4$4.38—Compare
Granite 3.1 8b Instruct#25832.4——Compare
Pixtral Large#25932.2$3—Compare
Falcon-180B#26032.2——Compare

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Benchmark results

Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.

Coding

Laguna M.1 Coding benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena WebDev1349#89 of 113, top 79%LMArena2026-10-08

Reasoning

Laguna M.1 Reasoning benchmark results
BenchmarkScorePositionSettingSourceDate
Surface Evolver Bench15.6%#24 of 25, top 96%Epoch AI

Math

Laguna M.1 Math benchmark results
BenchmarkScorePositionSettingSourceDate
ProofBench0%#76 of 77, top 99%Epoch AI

Compare Laguna M.1

Other Poolside models

Frequently asked questions

How good is Laguna M.1?

Laguna M.1 by Poolside ranks 256th of 354 ranked models on the Noometry Index as of October 2026, with a score of 32.5. Its strongest category is reasoning, where it ranks 184th.

What is Laguna M.1's context window?

Laguna M.1 accepts up to 262K tokens of input and can write up to 33K tokens in one response.

Is Laguna M.1 open source?

Yes. Laguna M.1's weights are downloadable; check the license for commercial terms.

What are Laguna M.1's strengths and weaknesses?

Relative to other ranked models, Laguna M.1 places best in reasoning and lowest in math.

What is Laguna M.1 best at?

Its best category is reasoning, where it ranks 184th on Noometry.