Clinical Benchmarks

OpenAI logoGPT-5.4: healthcare benchmark results

OpenAI · 3 boards · updated August 16, 2026

The index currently holds 3 results for GPT-5.4: 77.1% on MedXpertQA (MM) (4 of 8), 27.7 ± 1.5 on PhysicianBench (4 of 13), 66.8% on WHBench (3 of 22). Scores below sit on different scales and come from different graders, so read each against its own benchmark, never against the others.

Results by benchmark

benchmarkscorepositionas of
MedXpertQA (MM)
via benchlm.ai mirror of Meta's Muse Spark evaluation
77.1%4 of 82026-08
PhysicianBench
via PhysicianBench paper (Table 2)
27.7 ± 1.54 of 132026-05
WHBench
via arXiv paper (v2 revised 2026-07-23)
66.8%3 of 222026-07

Position counts against the source's full board, including rows this index does not mirror. Config caveats, where a source noted any, are on each benchmark's page.

Which healthcare benchmarks is GPT-5.4 scored on?

As of August 16, 2026, GPT-5.4 holds current results on 3 tracked benchmarks: MedXpertQA (MM), PhysicianBench, WHBench.

How does GPT-5.4 rank on them?

GPT-5.4 stands at 77.1% on MedXpertQA (MM) (4 of 8), 27.7 ± 1.5 on PhysicianBench (4 of 13), 66.8% on WHBench (3 of 22).

The benchmarks themselves are described on their pages, linked in the table above, and the whole field is on the index.