Gemini 2.5 Flash (7/17) (Thinking): healthcare benchmark results
Google · 2 boards · snapshot reviewed September 28, 2026
The index currently holds 4 results for Gemini 2.5 Flash (7/17) (Thinking): 40.36% on MedCode (Vals AI) (61 of 102 indexed rows), 38.42% on MedCode (Vals AI) [Gemini 2.5 Flash (7/17) (Nonthinking)] (67 of 102 indexed rows), 82.98% on MedScribe (Vals AI) (44 of 104 indexed rows), 82.87% on MedScribe (Vals AI) [Gemini 2.5 Flash (7/17) (Nonthinking)] (46 of 104 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 |
|---|---|---|---|
| MedCode (Vals AI) model ID google/gemini-2.5-flash-thinking; temperature=1; max_output_tokens=30000; standard error 1.952 pp; $0.003661/test; source snapshot 2026-09-26; run date not published | 40.36% | 61 of 102 | 2026-09-26 |
| MedCode (Vals AI) Gemini 2.5 Flash (7/17) (Nonthinking) model ID google/gemini-2.5-flash; temperature=1; max_output_tokens=30000; standard error 1.923 pp; $0.003698/test; source snapshot 2026-09-26; run date not published | 38.42% | 67 of 102 | 2026-09-26 |
| MedScribe (Vals AI) model ID google/gemini-2.5-flash-thinking; temperature=1; max_output_tokens=30000; standard error 1.908 pp; $0.014824/test; source snapshot 2026-09-26; run date not published | 82.98% | 44 of 104 | 2026-09-26 |
| MedScribe (Vals AI) Gemini 2.5 Flash (7/17) (Nonthinking) model ID google/gemini-2.5-flash; temperature=1; max_output_tokens=30000; standard error 1.909 pp; $0.014869/test; source snapshot 2026-09-26; run date not published | 82.87% | 46 of 104 | 2026-09-26 |
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 "Gemini 2.5 Flash (7/17) (Nonthinking)".
Which healthcare benchmarks is Gemini 2.5 Flash (7/17) (Thinking) scored on?
As of September 28, 2026, Gemini 2.5 Flash (7/17) (Thinking) has indexed results on 2 tracked benchmarks: MedCode (Vals AI), MedScribe (Vals AI).
Which results are indexed for Gemini 2.5 Flash (7/17) (Thinking)?
Gemini 2.5 Flash (7/17) (Thinking) stands at 40.36% on MedCode (Vals AI) (61 of 102 indexed rows), 38.42% on MedCode (Vals AI) [Gemini 2.5 Flash (7/17) (Nonthinking)] (67 of 102 indexed rows), 82.98% on MedScribe (Vals AI) (44 of 104 indexed rows), 82.87% on MedScribe (Vals AI) [Gemini 2.5 Flash (7/17) (Nonthinking)] (46 of 104 indexed rows).
The benchmarks themselves are described on their pages, linked in the table above, and the whole field is on the index.