Health Evals

DDeepSeek V4.1 Flash: healthcare benchmark results

DeepSeek · 3 boards · snapshot reviewed September 28, 2026

The index currently holds 3 results for DeepSeek V4.1 Flash: 41.17% on MedCode (Vals AI) (53 of 102 indexed rows), 85.50% on MedScribe (Vals AI) (23 of 104 indexed rows), 41 on Artificial Analysis Healthcare & Medical Index [DeepSeek V4.1 Flash (Reasoning, Max Effort)] (16 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

benchmarkscoreindex positionas of
MedCode (Vals AI)
model ID deepseek/deepseek-v4.1-flash; reasoning_effort=high; max_output_tokens=384000; standard error 2.042 pp; $0.012450/test; source snapshot 2026-09-26; run date not published
41.17%53 of 1022026-09-26
MedScribe (Vals AI)
model ID deepseek/deepseek-v4.1-flash; reasoning_effort=high; max_output_tokens=384000; standard error 1.918 pp; $0.015397/test; source snapshot 2026-09-26; run date not published
85.50%23 of 1042026-09-26
Artificial Analysis Healthcare & Medical Index
DeepSeek V4.1 Flash (Reasoning, Max Effort)
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.
4116 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 "DeepSeek V4.1 Flash (Reasoning, Max Effort)".

Which healthcare benchmarks is DeepSeek V4.1 Flash scored on?

As of September 28, 2026, DeepSeek V4.1 Flash has indexed results on 3 tracked benchmarks: MedCode (Vals AI), MedScribe (Vals AI), Artificial Analysis Healthcare & Medical Index.

Which results are indexed for DeepSeek V4.1 Flash?

DeepSeek V4.1 Flash stands at 41.17% on MedCode (Vals AI) (53 of 102 indexed rows), 85.50% on MedScribe (Vals AI) (23 of 104 indexed rows), 41 on Artificial Analysis Healthcare & Medical Index [DeepSeek V4.1 Flash (Reasoning, Max Effort)] (16 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.