Clinical Benchmarks
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Qwen3-235B-A22B-Instruct-2507

256K context235B A22BopenAlso written as Qwen3-235B

1 result on 1 of 13 boards, latest measured Jun 2026. Compare with other models

Clinical Benchmarks Index21.6Rank 110 of 1491 of 10 boardsAverage × multiplier 53.0 × 0.408 = 21.6This site’s own calculation. Working How it is computed

Results

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

EHR and workflow agents

  1. EHR-Complex
    Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50 SQL/Python interaction turns
    0.530
    Rank 9 of 18Leader GPT-5.4 (high reasoning) 0.650
    Official leaderboard
    Measured Jun 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

  • EHR-Complex0.53053.0×0.875Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50 SQL/Python interaction turns
One board, so its score
53.0
Multiplier for 1 of 10 boards
× 0.408
Index
53.0 × 0.408 = 21.6

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. 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. 9EHR-Complex Table 3 0.530
    Printed as 0.53Official leaderboard, measured Jun 2026Configuration: Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50 SQL/Python interaction turns
    EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning (arXiv 2606.23301v1 PDF) paper, Zhejiang University / Ant Group (Qiao, Liu, Chu et al.), 22 Jun 2026. arXiv HTML 2606.23301v1, Table 3, Qwen3-235B row, final Avg. column (PDF p. 6).
    Model | Demographics | Vitals | Medications | Cost | Labs | Diagnoses | Avg. Qwen3-235B | 0.75 | 0.27 | 0.65 | 0.26 | 0.72 | 0.25 | 0.91 | 0.55 | 0.8 | 0.36 | 0.7 | 0.21 | 0.53
    Every result from this document

Other Alibaba models: Lingshu-32B, Lingshu-7B, Qwen3-14B, Qwen3-32B, Qwen3-4B, Qwen 3.5, Qwen3.5-27B, Qwen3.5-35B-A3B, Qwen3.5 397B A17B, Qwen3.5-9B, Qwen 3.5 Flash, Qwen3.5-Plus, Qwen3.6-Max, Qwen3.6 Plus, Qwen 3.7 Max, Qwen3.7 Plus, Qwen 3.8 27B, Qwen3.8 Max, Qwen 3 Max Thinking, Qwen3-VL-235B-A22B, Qwen 3 VL Plus