Benchmarks
Industry3 benchmarks
Medicine
Clinical knowledge and diagnostic reasoning, including the medical coding accuracy and science depth that real practice demands.
The Medicinescore is the mean of a model’s normalized 0–100 scores (direction-aware, so lower-is-better metrics are inverted) across the 3 benchmarks below — the same figure the leaderboard’s industry view ranks by.
Leaders
DeepSeek V4-Flash leads this industry with a score of 87.2.
Benchmarks in this score
Each model’s scores on these are normalized and averaged to produce the industry score above.
Medicine%
Medical Coding
Vals AI MedCode — accuracy of ICD-10-CM diagnosis coding for the medical billing process. Independent, expert-built dataset.
Reasoning%
GPQA Diamond
Graduate-level, Google-proof science questions (physics, chemistry, biology) written by domain experts to resist web lookup.
Knowledge%
MMLU-Pro
A harder, cleaned-up successor to MMLU spanning 57+ subjects with 10-way multiple choice and reasoning-heavy items.