Clinical Benchmarks
Menu

Laguna XS.2

Released 28 Apr 2026256K context33B A3BopenAlso written as poolside/laguna-xs.2

2 results on 2 of 13 boards, latest measured Sep 2026. Compare with other models

Clinical Benchmarks Index17.3Rank 126 of 1492 of 10 boardsAverage × multiplier 29.9 × 0.577 = 17.3This site’s own calculation. Working How it is computed

Results

Each line sits on its own board's scale. Tall tick: the board leader.

Documentation and coding

  1. MedScribe (Vals AI)
    model ID poolside/laguna-xs.2; temperature=1; max_output_tokens=30000
    61.43
    Rank 100 of 105Leader Claude Opus 5.5 91.43
    Official leaderboard
    Measured Sep 2026
  2. MedCode (Vals AI)
    model ID poolside/laguna-xs.2; temperature=1; max_output_tokens=30000
    21.25
    Rank 102 of 103Leader Claude Opus 5 63.57
    Official leaderboard
    Measured Sep 2026

Index working

The Clinical Benchmarks Index is this site's own calculation: a weighted average of the board scores times a multiplier for the boards behind it. How it is computed

  • MedScribe (Vals AI)61.4361.4×0.25, near its ceilingNear its ceiling: leader 91.4, weight 0.25model ID poolside/laguna-xs.2; temperature=1; max_output_tokens=30000
  • MedCode (Vals AI)21.2521.3×0.911model ID poolside/laguna-xs.2; temperature=1; max_output_tokens=30000
Weighted average of 2 boards
29.9
Multiplier for 2 of 10 boards
× 0.577
Index
29.9 × 0.577 = 17.3

Score: the result on the board’s own 0 to 100 scale. Dot: this model; tick: the board’s leader. Weight: how much the board counts in the weighted average; bold where the board is near its ceiling and counts for less. Each result links to its quote and page; the line under it is the setting it was measured with.

Sources

The quote, page and document for each of the 2 results
  1. 100MedScribe (Vals AI) laguna-xs.2 61.43
    Printed as 61.43%Official leaderboard, measured Sep 2026Configuration: model ID poolside/laguna-xs.2; 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 100 of 105 (Laguna XS.2), Accuracy column; Updated 9/29/2026. Rendered BenchmarkView table; configuration from embedded astro-island BenchmarkView props, benchmarkView.default.tasks.overall["poolside/laguna-xs.2"].
    100 | Laguna XS.2 | 61.43%±2.35 | N/A | 68.82s
    Every result from this document
  2. 102MedCode (Vals AI) laguna-xs.2 21.25
    Printed as 21.25%Official leaderboard, measured Sep 2026Configuration: model ID poolside/laguna-xs.2; 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 102 of 103; Accuracy column; board Updated 9/29/2026. Rendered table row; configuration from embedded BenchmarkView props benchmarkView.default.tasks.overall["poolside/laguna-xs.2"].
    102 | Laguna XS.2 | 21.25%±1.70 | N/A | 33.09s
    Every result from this document

Other Poolside models: Laguna M.1