Clinical Benchmarks

GPT-4o

Released 13 May 2024$2.5 input, $10 output per million tokens128K contextproprietaryCompare with other models

Clinical Benchmarks Index
17.7rank 130 of 148; 30.6 × 0.577 = 17.7, from 1 of 10 boards
Boards
1 of 13
Results
1
Latest measurement
Jun 2026

Results

Each line is placed on its own board. Dark 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
    0.310
    Rank 15 of 18Leader GPT-5.4 (high reasoning) 0.650
    Official leaderboard
    Measured Jun 2026

Sources

Open a line for the quote and page.

  1. 15EHR-Complex Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50… 0.310
    Printed as 0.31Official 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, GPT-4o row, final Avg. column (PDF p. 6).
    Model | Demographics | Vitals | Medications | Cost | Labs | Diagnoses | Avg. GPT-4o | 0.52 | 0.1 | 0.45 | 0.26 | 0.33 | 0.07 | 0.53 | 0.33 | 0.46 | 0.19 | 0.38 | 0.08 | 0.31
    Every result from this document

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