Clinical Benchmarks

Coverage

Which models have results on which boards. A cell is the model's rank within that one board, out of the rows in the column head; do not read across columns.

Rank 1 on that board. Where a model has several rows on one board (different configurations), the cell shows its highest-placed row. Each cell opens that row and its source.

Rank of each model within each board, out of the rows in the column head. Empty cells mean no result.
ModelHealthBench Professionalof 35MedXpertQA (MM)of 22MAST (Medical AI Superintelligence Test)of 8MedHELMof 10MedScribe (Vals AI)of 105MedCode (Vals AI)of 103PhysicianBenchof 28EHR-Complexof 18HealthAgentBenchof 12CHI-Benchof 43HealthAdminBenchof 7MedPICof 28First, Do NOHARM (v2)of 17Boards
Gemini 3.1 ProNo result2 of 224 of 81 of 1073 of 1052 of 10326 of 282 of 18No resultNo result6 of 71 of 2812 of 1710
GPT-5.427 of 356 of 22No result5 of 1065 of 10552 of 10316 of 281 of 187 of 1220 of 432 of 7No resultNo result10
Claude Opus 4.6No result15 of 22No result8 of 1018 of 10522 of 10312 of 28No result10 of 125 of 431 of 7No resultNo result8
Claude Opus 514 of 35No result6 of 8No result4 of 1051 of 1034 of 28No result1 of 121 of 43No resultNo result6 of 178
GPT-5.6 Sol13 of 351 of 221 of 8No result28 of 10540 of 103No resultNo result2 of 127 of 43No resultNo result8 of 178
GPT-5.525 of 35No resultNo resultNo result17 of 10523 of 1037 of 28No result3 of 1212 of 43No resultNo result9 of 177
Claude Fable 53 of 354 of 22No resultNo result10 of 1053 of 103No resultNo resultNo result10 of 43No resultNo result11 of 176
Claude Opus 4.724 of 35No resultNo resultNo result46 of 1056 of 10315 of 28No result8 of 129 of 43No resultNo resultNo result6
Claude Opus 4.818 of 359 of 22No resultNo result23 of 1059 of 103No resultNo result4 of 122 of 43No resultNo resultNo result6
Claude Sonnet 4.630 of 35No resultNo resultNo resultNo resultNo result19 of 2813 of 1811 of 126 of 43No result9 of 28No result6
Claude Sonnet 516 of 35No result7 of 8No result74 of 10530 of 1039 of 28No resultNo result13 of 43No resultNo resultNo result6
Gemini 2.5 ProNo resultNo resultNo result6 of 1080 of 10515 of 103No result15 of 18No resultNo resultNo result17 of 2813 of 176
Claude Haiku 4.535 of 35No resultNo resultNo result28 of 10584 of 10328 of 28No resultNo result36 of 43No resultNo resultNo result5
DeepSeek V4 ProNo resultNo resultNo resultNo result55 of 10547 of 10320 of 28No resultNo result24 of 43No result4 of 28No result5
GPT-528 of 35No resultNo resultNo result41 of 10518 of 103No resultNo resultNo resultNo resultNo result2 of 2810 of 175
GPT-5.229 of 358 of 22No resultNo result33 of 10517 of 103No resultNo resultNo resultNo resultNo result8 of 28No result5
Kimi K2.5No result14 of 22No resultNo result72 of 10565 of 103No result3 of 18No resultNo result3 of 7No resultNo result5
Kimi K2.6No resultNo resultNo resultNo result62 of 10564 of 10322 of 28No resultNo result21 of 43No resultNo result15 of 175
Kimi K3No resultNo result2 of 8No result13 of 10524 of 103No resultNo resultNo result7 of 43No resultNo result7 of 175
Muse Spark22 of 355 of 22No result3 of 1022 of 10514 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result5
Claude Fable 5.110 of 35No resultNo resultNo result2 of 1057 of 1033 of 28No resultNo resultNo resultNo resultNo resultNo result4
Claude Opus 5.54 of 35No resultNo resultNo result1 of 10516 of 1031 of 28No resultNo resultNo resultNo resultNo resultNo result4
Claude Sonnet 5.52 of 35No resultNo resultNo result3 of 10511 of 1032 of 28No resultNo resultNo resultNo resultNo resultNo result4
GLM 5.1No resultNo resultNo resultNo result85 of 10549 of 103No resultNo resultNo result14 of 43No resultNo result16 of 174
GPT-5.6 Luna21 of 35No resultNo resultNo result33 of 10548 of 103No resultNo resultNo result26 of 43No resultNo resultNo result4
GPT-5.6 Terra17 of 35No resultNo resultNo result47 of 10542 of 103No resultNo resultNo result26 of 43No resultNo resultNo result4
GPT-6 Luna5 of 35No resultNo resultNo result40 of 10538 of 10311 of 28No resultNo resultNo resultNo resultNo resultNo result4
Grok 4.20No result13 of 22No resultNo result99 of 10587 of 10327 of 28No resultNo resultNo resultNo resultNo resultNo result4
Grok 4.3No resultNo result8 of 8No result78 of 10570 of 103No resultNo resultNo result37 of 43No resultNo resultNo result4
Qwen3.5 397B A17BNo result11 of 225 of 8No resultNo resultNo resultNo result3 of 18No resultNo resultNo resultNo result14 of 174
Qwen3.6 PlusNo result12 of 22No resultNo result69 of 10573 of 10324 of 28No resultNo resultNo resultNo resultNo resultNo result4
Claude Opus 4.5No result16 of 22No resultNo result26 of 10521 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
Gemini 3 FlashNo resultNo resultNo resultNo result91 of 1054 of 103No resultNo resultNo result28 of 43No resultNo resultNo result3
Gemini 3.5 FlashNo resultNo resultNo result2 of 1071 of 1055 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
Gemini 3.6 FlashNo resultNo result3 of 8No result58 of 10510 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
GLM 5.2No resultNo resultNo resultNo result43 of 10557 of 103No resultNo resultNo result14 of 43No resultNo resultNo result3
GPT-5.132 of 35No resultNo resultNo result12 of 10512 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
GPT-5.4 miniNo resultNo resultNo result4 of 10No resultNo resultNo resultNo result12 of 1234 of 43No resultNo resultNo result3
GPT-6 Astra1 of 35No resultNo resultNo result14 of 10526 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
GPT-6 Sol11 of 35No resultNo resultNo result49 of 10533 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
GPT-6.1 Sol8 of 35No resultNo resultNo result20 of 10525 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
Grok 4.626 of 35No resultNo resultNo result19 of 10537 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
Grok 4.719 of 35No resultNo resultNo result6 of 10519 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
InklingNo resultNo resultNo resultNo result25 of 10553 of 103No resultNo resultNo result35 of 43No resultNo resultNo result3
MiMo V2.5 ProNo resultNo resultNo resultNo result39 of 10585 of 10323 of 28No resultNo resultNo resultNo resultNo resultNo result3
MiniMax-M2.7No resultNo resultNo resultNo result56 of 10576 of 10325 of 28No resultNo resultNo resultNo resultNo resultNo result3
Muse Spark 1.115 of 35No resultNo resultNo result8 of 105No resultNo resultNo resultNo resultNo resultNo resultNo result4 of 173
Qwen3.8 MaxNo result3 of 22No resultNo result30 of 10558 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result3
Claude Haiku 5.56 of 35No resultNo resultNo resultNo resultNo result8 of 28No resultNo resultNo resultNo resultNo resultNo result2
Claude Opus 4.1No resultNo resultNo resultNo result79 of 10532 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Claude Sonnet 4No resultNo resultNo resultNo result84 of 10575 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Claude Sonnet 4.5No resultNo resultNo resultNo result31 of 10539 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Command A+No resultNo resultNo resultNo result101 of 105103 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
DeepSeek R1No resultNo resultNo result7 of 10No resultNo resultNo resultNo resultNo resultNo resultNo resultNo result17 of 172
DeepSeek V4.1 FlashNo resultNo resultNo resultNo result24 of 10554 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Gemini 2.5 Flash LiteNo resultNo resultNo resultNo result75 of 10598 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Gemini 3 ProNo result7 of 22No resultNo result87 of 105No resultNo resultNo resultNo resultNo resultNo resultNo resultNo result2
Gemini 3.1 Flash Lite PreviewNo resultNo resultNo resultNo result98 of 10529 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Gemini 3.5 Flash LiteNo resultNo resultNo resultNo result89 of 10541 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Gemini 3.7 FlashNo resultNo resultNo resultNo result37 of 1058 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Gemini 3.8 FlashNo resultNo resultNo resultNo result32 of 10528 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
GLM 4.7No resultNo resultNo resultNo result94 of 10583 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
GLM 5.3No resultNo resultNo resultNo result9 of 10546 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
GPT-5 miniNo resultNo resultNo resultNo result53 of 10545 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
GPT-5 nanoNo resultNo resultNo resultNo result81 of 10592 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
GPT-5.4 nanoNo resultNo resultNo resultNo result68 of 10556 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Grok 4No resultNo resultNo resultNo result62 of 10569 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Grok 4 Fast (Non-Reasoning)No resultNo resultNo resultNo result57 of 10593 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Grok 4 Fast (Reasoning)No resultNo resultNo resultNo result50 of 10572 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Grok 4.1 Fast (Reasoning)No resultNo resultNo resultNo result60 of 10597 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Grok 4.1 Fast Non-ReasoningNo resultNo resultNo resultNo result66 of 10596 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Grok 4.5No resultNo resultNo resultNo result16 of 10543 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Hy4 PreviewNo resultNo resultNo resultNo result42 of 10544 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Inkling SmallNo resultNo resultNo resultNo result35 of 10571 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Laguna M.1No resultNo resultNo resultNo result97 of 105101 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Laguna XS.2No resultNo resultNo resultNo result100 of 105102 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Ling 3.0 FlashNo resultNo resultNo resultNo result51 of 10586 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Ling 3.0 Flash FinNo resultNo resultNo resultNo result76 of 10594 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Llama 4 MaverickNo resultNo resultNo resultNo result103 of 10574 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Llama 4 ScoutNo resultNo resultNo resultNo result104 of 105100 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Mercury 2.5No resultNo resultNo resultNo result102 of 10591 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
MiMo V2.5No resultNo resultNo resultNo result86 of 10588 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
MiMo V2.6 FlashNo resultNo resultNo resultNo result27 of 10555 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
MiMo V2.6 ProNo resultNo resultNo resultNo result11 of 10536 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
MiniMax M3No resultNo resultNo resultNo result15 of 10534 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
MiniMax-M2.1No resultNo resultNo resultNo result52 of 10578 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Mistral Medium 3.5No resultNo resultNo resultNo result95 of 10581 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Muse Spark 1.2No resultNo resultNo resultNo result5 of 10520 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
o3No resultNo resultNo resultNo result70 of 10531 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
o4-miniNo resultNo resultNo resultNo result93 of 10580 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Qwen 3 Max ThinkingNo resultNo resultNo resultNo result83 of 10590 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Qwen 3 VL PlusNo resultNo resultNo resultNo result67 of 10589 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Qwen 3.5 FlashNo resultNo resultNo resultNo result90 of 10582 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Qwen 3.7 MaxNo resultNo resultNo resultNo result59 of 10566 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Qwen 3.8 27BNo resultNo resultNo resultNo result38 of 10595 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result2
Baichuan-M2-32BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result19 of 28No result1
Claude 3.7 SonnetNo resultNo resultNo result9 of 10No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
DeepSeek V4 FlashNo resultNo resultNo resultNo result54 of 105No resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
DeepSeek V4 Flash 0731No resultNo resultNo resultNo resultNo result50 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result1
DeepSeek-V3.1No resultNo resultNo resultNo resultNo resultNo resultNo result7 of 18No resultNo resultNo resultNo resultNo result1
DeepSeek-V3.2-ExpNo resultNo resultNo resultNo resultNo resultNo resultNo result5 of 18No resultNo resultNo resultNo resultNo result1
Doximity Ask 6.1No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result2 of 171
Fleming-R1-32BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result12 of 28No result1
Fleming-R1-7BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result18 of 28No result1
Gemini 2.0 FlashNo resultNo resultNo result10 of 10No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemini 2.5 FlashNo resultNo resultNo resultNo result45 of 105No resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemini 2.5 Flash (7/17)No resultNo resultNo resultNo resultNo result62 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemini 2.5 Flash Lite (9/25)No resultNo resultNo resultNo resultNo result77 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemini 2.5 Flash Preview (9/25)No resultNo resultNo resultNo resultNo result60 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemini 3 Pro (11/25)No resultNo resultNo resultNo resultNo result13 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemma 3 12BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result26 of 28No result1
Gemma 3 27BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result24 of 28No result1
Gemma 4 12BNo result19 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemma 4 26B A4BNo result18 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemma 4 31BNo result17 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemma 4 E2BNo result22 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Gemma 4 E4BNo result21 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Glass 5.6 MaxNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result4 of 171
GLM 5.3 FlashNo resultNo resultNo resultNo result7 of 105No resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
GPT OSS 120BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result5 of 28No result1
GPT OSS 20BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result14 of 28No result1
GPT-4.1No resultNo resultNo resultNo resultNo resultNo resultNo result11 of 18No resultNo resultNo resultNo resultNo result1
GPT-4.1 miniNo resultNo resultNo resultNo resultNo resultNo resultNo result10 of 18No resultNo resultNo resultNo resultNo result1
GPT-4oNo resultNo resultNo resultNo resultNo resultNo resultNo result15 of 18No resultNo resultNo resultNo resultNo result1
GPT-5.3-CodexNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result9 of 12No resultNo resultNo resultNo result1
GPT-5.5 Instant33 of 35No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
HealthGPT-Pro-4BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result28 of 28No result1
HealthGPT-Pro-8BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result22 of 28No result1
HuatuoGPT-o1-70BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result16 of 28No result1
HuatuoGPT-o1-8BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result20 of 28No result1
Hulu-Med-7BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result23 of 28No result1
Lingshu-32BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result13 of 28No result1
Lingshu-7BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result21 of 28No result1
LiSA 2.5No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1 of 171
Llama 3.1 70BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result15 of 28No result1
Llama 3.1 8BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result25 of 28No result1
MAI-Thinking-134 of 35No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
MedGemma 27B TextNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result11 of 28No result1
MedGemma 4BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result26 of 28No result1
MedGuardNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result11 of 43No resultNo resultNo result1
Nemotron 3 UltraNo resultNo resultNo resultNo resultNo result67 of 103No resultNo resultNo resultNo resultNo resultNo resultNo result1
Nemotron 3.5 LightningNo resultNo resultNo resultNo result105 of 105No resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
NVIDIA Nemotron 3 Ultra 550B A55BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result43 of 43No resultNo resultNo result1
OpenEvidenceNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result3 of 171
Qwen 3.5No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result5 of 7No resultNo result1
Qwen3-14BNo resultNo resultNo resultNo resultNo resultNo resultNo result17 of 18No resultNo resultNo resultNo resultNo result1
Qwen3-14B-SFTNo resultNo resultNo resultNo resultNo resultNo resultNo result12 of 18No resultNo resultNo resultNo resultNo result1
Qwen3-235B-A22B-Instruct-2507No resultNo resultNo resultNo resultNo resultNo resultNo result9 of 18No resultNo resultNo resultNo resultNo result1
Qwen3-32BNo resultNo resultNo resultNo resultNo resultNo resultNo result13 of 18No resultNo resultNo resultNo resultNo result1
Qwen3-32B-SFTNo resultNo resultNo resultNo resultNo resultNo resultNo result8 of 18No resultNo resultNo resultNo resultNo result1
Qwen3-4BNo resultNo resultNo resultNo resultNo resultNo resultNo result18 of 18No resultNo resultNo resultNo resultNo result1
Qwen3-VL-235B-A22BNo result20 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1
Qwen3.5-27BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result6 of 28No result1
Qwen3.5-35B-A3BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result7 of 28No result1
Qwen3.5-9BNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result10 of 28No result1
Qwen3.5-PlusNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result3 of 28No result1
Qwen3.6-MaxNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result19 of 43No resultNo resultNo result1
Qwen3.7 PlusNo result10 of 22No resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo resultNo result1