MiniMax M3: healthcare benchmark results
MiniMax · 4 boards · snapshot reviewed September 28, 2026
The index currently holds 4 results for MiniMax M3: 18.3 on Health Optimization Bench (13 of 16 indexed rows), 46.29% on MedCode (Vals AI) [MiniMax-M3] (33 of 102 indexed rows), 87.25% on MedScribe (Vals AI) [MiniMax-M3] (15 of 104 indexed rows), 30 on Artificial Analysis Healthcare & Medical Index [MiniMax-M3] (20 of 25 indexed rows). 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
| benchmark | score | index position | as of |
|---|---|---|---|
| Health Optimization Bench Subject suites release set: 257 tasks across eight subjects; one answer per task, no tools; blind cross-family grading. 95% bootstrap CI 15.7–20.9. Harness snapshot September 10, 2026; not the separate 89-task incretin ranking. | 18.3 | 13 of 16 | 2026-09 |
| MedCode (Vals AI) MiniMax-M3 model ID minimax/MiniMax-M3; temperature=1; top_p=0.95; max_output_tokens=30000; standard error 2.104 pp; $0.012125/test; source snapshot 2026-09-26; run date not published | 46.29% | 33 of 102 | 2026-09-26 |
| MedScribe (Vals AI) MiniMax-M3 model ID minimax/MiniMax-M3; temperature=1; top_p=0.95; max_output_tokens=30000; standard error 1.957 pp; $0.013748/test; source snapshot 2026-09-26; run date not published | 87.25% | 15 of 104 | 2026-09-26 |
| Artificial Analysis Healthcare & Medical Index MiniMax-M3 Artificial Analysis independent evaluation; current six-evaluation healthcare composite, including GDPval-AA v2.1, AA-Briefcase v1.1 and AutomationBench-AA. Configuration is shown in the model name. Board snapshot checked September 28, 2026; individual run dates are not disclosed. Display rounded to whole index points. | 30 | 20 of 25 source board: 77 | 2026-09 |
Position follows the rows held in this index and is not a controlled comparison. Sources may use different graders or task subsets. Positions include separate configurations. A source board may contain additional rows; its size is listed separately when it differs. Config caveats, where a source noted any, are on each benchmark's page, and the document behind each score is cited on the sources page. Sources also list this model as "MiniMax-M3".
Which healthcare benchmarks is MiniMax M3 scored on?
As of September 28, 2026, MiniMax M3 has indexed results on 4 tracked benchmarks: Health Optimization Bench, MedCode (Vals AI), MedScribe (Vals AI), Artificial Analysis Healthcare & Medical Index.
Which results are indexed for MiniMax M3?
MiniMax M3 stands at 18.3 on Health Optimization Bench (13 of 16 indexed rows), 46.29% on MedCode (Vals AI) [MiniMax-M3] (33 of 102 indexed rows), 87.25% on MedScribe (Vals AI) [MiniMax-M3] (15 of 104 indexed rows), 30 on Artificial Analysis Healthcare & Medical Index [MiniMax-M3] (20 of 25 indexed rows).
The benchmarks themselves are described on their pages, linked in the table above, and the whole field is on the index.