Clinical Benchmarks

Laguna M.1

Released 28 Apr 2026256K context225B A23BopenAlso written as poolside/laguna-m.1Compare with other models

Clinical Benchmarks Index
32.0rank 110 of 148; 39.2 × 0.816 = 32.0, from 2 of 10 boards
Boards
2 of 13
Results
2
Latest measurement
Sep 2026

Results

Each line is placed on its own board. Dark tick: the board leader.

Documentation and coding

  1. MedScribe (Vals AI)
    model ID poolside/laguna-m.1; temperature=1; max_output_tokens=30000
    65.91
    Rank 97 of 105Leader Claude Opus 5.5 91.43
    Official leaderboard
    Measured Sep 2026
  2. MedCode (Vals AI)
    model ID poolside/laguna-m.1; temperature=1; max_output_tokens=30000
    23.11
    Rank 101 of 103Leader Claude Opus 5 63.57
    Official leaderboard
    Measured Sep 2026

Sources

Open a line for the quote and page.

  1. 97MedScribe (Vals AI) model ID poolside/laguna-m.1; temperature=1; max_output_tokens=30000 65.91
    Printed as 65.91%Official leaderboard, measured Sep 2026Configuration: model ID poolside/laguna-m.1; temperature=1; max_output_tokens=30000
    Vals AI MedScribe leaderboard official leaderboard, Vals AI, 3 Sep 2026. Vals AI MedScribe leaderboard, View: All Models, Task: Overall, row 97 of 105 (Laguna M.1), Accuracy column; Updated 9/29/2026. Rendered BenchmarkView table; configuration from embedded astro-island BenchmarkView props, benchmarkView.default.tasks.overall["poolside/laguna-m.1"].
    97 | Laguna M.1 | 65.91%±2.01 | N/A | 111.82s
    Every result from this document
  2. 101MedCode (Vals AI) model ID poolside/laguna-m.1; temperature=1; max_output_tokens=30000 23.11
    Printed as 23.11%Official leaderboard, measured Sep 2026Configuration: model ID poolside/laguna-m.1; temperature=1; max_output_tokens=30000
    Vals AI MedCode leaderboard official leaderboard, Vals AI, 29 Sep 2026. MedCode leaderboard, Overall task, All Models expanded, rank 101 of 103; Accuracy column; board Updated 9/29/2026. Rendered table row; configuration from embedded BenchmarkView props benchmarkView.default.tasks.overall["poolside/laguna-m.1"].
    101 | Laguna M.1 | 23.11%±1.69 | N/A | 71.00s
    Every result from this document

Other Poolside models: Laguna XS.2