Kimi K2.6: healthcare benchmark results
Moonshot AI · 4 boards · snapshot reviewed September 28, 2026
The index currently holds 4 results for Kimi K2.6: 59.1% on First, Do NOHARM (v2) (15 of 17 indexed rows), 40.14% on MedCode (Vals AI) (63 of 102 indexed rows), 78.15% on MedScribe (Vals AI) (62 of 104 indexed rows), 17.0 ± 2.6 on PhysicianBench [Kimi-K2.6] (16 of 21 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 |
|---|---|---|---|
| First, Do NOHARM (v2) | 59.1% | 15 of 17 source board: 19 | 2026-08 |
| MedCode (Vals AI) model ID kimi/kimi-k2.6; top_p=0.95; max_output_tokens=30000; standard error 2.041 pp; $0.041295/test; source snapshot 2026-09-26; run date not published | 40.14% | 63 of 102 | 2026-09-26 |
| MedScribe (Vals AI) model ID kimi/kimi-k2.6; top_p=0.95; max_output_tokens=30000; standard error 1.792 pp; $0.055962/test; source snapshot 2026-09-26; run date not published | 78.15% | 62 of 104 | 2026-09-26 |
| PhysicianBench Kimi-K2.6 open source via paper, arxiv.org | 17.0 ± 2.6 | 16 of 21 | 2026-05 |
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 "Kimi-K2.6".
Which healthcare benchmarks is Kimi K2.6 scored on?
As of September 28, 2026, Kimi K2.6 has indexed results on 4 tracked benchmarks: First, Do NOHARM (v2), MedCode (Vals AI), MedScribe (Vals AI), PhysicianBench.
Which results are indexed for Kimi K2.6?
Kimi K2.6 stands at 59.1% on First, Do NOHARM (v2) (15 of 17 indexed rows), 40.14% on MedCode (Vals AI) (63 of 102 indexed rows), 78.15% on MedScribe (Vals AI) (62 of 104 indexed rows), 17.0 ± 2.6 on PhysicianBench [Kimi-K2.6] (16 of 21 indexed rows).
The benchmarks themselves are described on their pages, linked in the table above, and the whole field is on the index.