Clinical Benchmarks

Llama 4 Maverick

Released 5 Apr 20251M context400B A17BopenAlso written as fireworks/llama4-maverick-instruct-basic, llama4-maverick-instruct-basic

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

Clinical Benchmarks Index23.3Rank 96 of 1492 of 10 boardsAverage × multiplier 40.3 × 0.577 = 23.3This 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 fireworks/llama4-maverick-instruct-basic; temperature=1; max_output_tokens=30000
    54.22
    Rank 103 of 105Leader Claude Opus 5.5 91.43
    Official leaderboard
    Measured Sep 2026
  2. MedCode (Vals AI)
    model ID fireworks/llama4-maverick-instruct-basic; temperature=1; max_output_tokens=30000
    36.51
    Rank 74 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)54.2254.2×0.25, near its ceilingNear its ceiling: leader 91.4, weight 0.25model ID fireworks/llama4-maverick-instruct-basic; temperature=1; max_output_tokens=30000
  • MedCode (Vals AI)36.5136.5×0.911model ID fireworks/llama4-maverick-instruct-basic; temperature=1; max_output_tokens=30000
Weighted average of 2 boards
40.3
Multiplier for 2 of 10 boards
× 0.577
Index
40.3 × 0.577 = 23.3

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. 103MedScribe (Vals AI) llama4-maverick-instruct-basic 54.22
    Printed as 54.22%Official leaderboard, measured Sep 2026Configuration: model ID fireworks/llama4-maverick-instruct-basic; 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 103 of 105 (Llama 4 Maverick), Accuracy column; Updated 9/29/2026. Rendered BenchmarkView table; configuration from embedded astro-island BenchmarkView props, benchmarkView.default.tasks.overall["fireworks/llama4-maverick-instruct-basic"].
    103 | Llama 4 Maverick | 54.22%±1.87 | $0.22/$0.88 | 25.05s
    Every result from this document
  2. 74MedCode (Vals AI) llama4-maverick-instruct-basic 36.51
    Printed as 36.51%Official leaderboard, measured Sep 2026Configuration: model ID fireworks/llama4-maverick-instruct-basic; 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 74 of 103; Accuracy column; board Updated 9/29/2026. Rendered table row; configuration from embedded BenchmarkView props benchmarkView.default.tasks.overall["fireworks/llama4-maverick-instruct-basic"].
    74 | Llama 4 Maverick | 36.51%±1.99 | $0.22/$0.88 | 21.24s
    Every result from this document

Other Meta models: Llama 3.1 70B, Llama 3.1 8B, Llama 4 Scout, Muse Spark, Muse Spark 1.1, Muse Spark 1.2