Laguna M.1: benchmark scores, price and ranking
Laguna M.1 from Poolside ranks #640 of 743 LLMs on the LLMs Tiger aggregate benchmark score (44.4), based on 3 benchmark results captured up to 2026-10-13.
- Organisation
- Poolside
- Type
- Frontier model
- Open weights
- No
- Released
- 2026-04-28 (source: epoch)
- Aggregate rank
- #640 of 743 (score 44.4)
Relative to other models, Laguna M.1 is strongest on WebDev Arena (#46 of 67) and weakest on ProofBench (#45 of 46).
Across the 3 benchmarks where at least ten models are scored, Laguna M.1 is in the top 10% on 0 and in the top half on 0.
Laguna M.1 benchmark results
| Benchmark | Score | Rank | Source | Captured |
|---|---|---|---|---|
| WebDev Arena | 1,347 | #46 of 67 | Epoch AI Benchmarking Hub | 2026-10-13 |
| Surface Evolver | 15.6% | #12 of 13 | Epoch AI Benchmarking Hub | 2026-10-13 |
| ProofBench | 0.0% | #45 of 46 | Epoch AI Benchmarking Hub | 2026-10-13 |
About Laguna M.1
Laguna M.1 is a frontier model from Poolside. It was released on 2026-04-28, according to Epoch AI. No API price is listed for it yet. We hold 3 benchmark results for it across 3 areas, and none is in the top tenth of its board.
Where Laguna M.1 stands
On our aggregate score, Laguna M.1 is #640 of 743 ranked models, in the lower half. Its score is 44.4; the scale is centred on 50, so it sits 5.6 points below the typical model. That beats 14% of the ranked field. Among the 2 ranked Poolside models it is #2. The next one up is Laguna XS.2 at 45.9.
Laguna M.1, benchmark by benchmark
Laguna M.1 lands below the middle on WebDev Arena: 1,347, #46 of 67, with 67% of the field scoring higher. Claude Opus 5.5 (max) leads at 1,820; the closest result above is Qwen3.5 27B at 1,357. It covers building web apps, crowd-voted (Elo). The board median is 1,433, so Laguna M.1 is 86 points below it. Source: Epoch AI Benchmarking Hub, captured 2026-10-13.
Surface Evolver is a weak spot. Laguna M.1 scores 15.6%, #12 of 13, behind 85% of the models measured. The leader, Kimi K3 (max), reaches 93.0%. It covers geometry optimisation with a solver. The board median is 46.2%, so Laguna M.1 is 30.6 points below it. Source: Epoch AI Benchmarking Hub, captured 2026-10-13.
ProofBench is a weak spot. Laguna M.1 scores 0.0%, #45 of 46, behind 96% of the models measured. The leader, Claude Fable 5.1 (max), reaches 100.0%. It covers writing mathematical proofs. The board median is 21.0%, so Laguna M.1 is 21.0 points below it. Source: Epoch AI Benchmarking Hub, captured 2026-10-13.
Strengths and weaknesses
Laguna M.1 has too few results on boards with ten or more models to say where it is strong or weak. Treat any single score as a data point, not a verdict.
Release history
The next one was Laguna XS.2 on 2026-04-28, at 45.9.
Reading these numbers
The 3 scores on this page come from 1 source: Epoch AI Benchmarking Hub (3). No official leaderboard supplied any of them, so treat them as third-party measurements. With 3 results the aggregate rank can move a lot when one new score arrives.
Models ranked nearby
- #637 mistral-small-3.1-2503 (44.4)
- #638 Yi-1.5-34B-Chat (44.4)
- #639 granite-4.1-3b (44.4)
- #641 grok-code-fast-1 (44.3)
- #642 Qwen1.5-7B-Chat (44.3)
- #643 GPT-4o (May 2024) (44.3)
More from Poolside
- Laguna XS.2 (#554, 45.9)
Compare it on the live leaderboard → · How the aggregate score works