Clinical Benchmarks
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Muse Spark 1.3

Released 2 Sep 2026$1.25 input, $4.25 output per million tokens1.0M contextproprietaryAlso written as muse-spark-1.3

1 result on 1 of 14 boards, latest measured Oct 2026. Compare with other models

Clinical Benchmarks Index47.3Rank 39 of 1281 of 12 boardsThis site’s own calculation. Show the working How it is computed

On the Clinical Benchmarks Index

The top 15 on the index, then Muse Spark 1.3 at rank 39. Select a column to open that model.

  1. 63.2Claude Sonnet 5.5
  2. 62.8Claude Opus 5.5
  3. 56.8Claude Opus 5
  4. 56.8Claude Fable 5.1
  5. 56.1GPT-6 Astra
  6. 55.5Claude Haiku 5.5
  7. 53.9GPT-6.1 Sol
  8. 52.7Muse Spark 1.1
  9. 52.4Kimi K3.1 Pro
  10. 51.8Gemini 4 Argon
  11. 51.7GPT-5.5
  12. 51.7GPT-6.1 Terra
  13. 51.5Muse Wonder
  14. 51.4GPT-5.6 Sol
  15. 47.3Muse Spark 1.3

Board by board

Muse Spark 1.3 against the top 10 on each board it has a result on, on that board's own scale. Its own column is in colour.

DAYJOB Healthrank 9 of 15

  1. 48.3Claude Opus 5.5
  2. 34Claude Sonnet 5.5
  3. 31.2Claude Fable 5.1
  4. 31.2Muse Wonder 1.0
  5. 28.4GPT-6 Astra
  6. 27.6Grok 4.7
  7. 25.2GPT-6.1 Sol
  8. 23.6Gemini 4 Argon
  9. 22Claude Opus 5
  10. 22Muse Spark 1.3

15 modelsFull board

Every result, with its source

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

EHR and workflow agents

  1. DAYJOB Health
    Score (pass@1 at 95%), reasoning max
    22
    Rank 9 of 15Leader Claude Opus 5.5 48.3
    Official leaderboard
    Measured Oct 2026

Index working

Show the working: each board’s result, how hard the board runs and the field average

The Clinical Benchmarks Index is this site's own calculation from 12 boards. How it is computed

  • DAYJOB Health2222.0−29.9 hard board51.90.6 weightScore (pass@1 at 95%), reasoning max
Adjusted result, one board
51.9
Field average, counts for 60% with 1 of 12 boards
44.2
Index
= 47.3

Score: the result on the board’s own 0 to 100 scale (dot; tick: the board’s leader). Board runs: how far the board’s scores sit above or below the same models’ scores on the other boards. Adjusted: the score minus that offset. The index is the adjusted average with the field average mixed in, more of it the fewer boards a model has. 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 1 result
  1. 9DAYJOB Health Score 22
    Printed as 22Official leaderboard, measured Oct 2026Configuration: Score (pass@1 at 95%), reasoning max
    DAYJOB: Healthcare on the Fireworks Specialized Intelligence Index official leaderboard, Fireworks AI, 28 Oct 2026. https://fireworks.ai/specialized-intelligence-index/benchmarks/healthcare/dayjob-healthcare (feed: benchmarks[id=healthcare/dayjob-healthcare].results)
    Muse Spark 1.3 22 (Score (pass@1 at 95%)), rank 10
    Every result from this document

Other Meta models: Llama 4 Maverick, Llama 4 Scout, Muse Spark, Muse Spark 1.1, Muse Spark 1.2, Muse Spark Open, Muse Wonder, Muse Wonder Full