The best AI models for healthcare applications, ranked with a healthcare-specific composite score. Models are scored on reasoning (clinical decisions), structured JSON output (medical data), large context windows (patient records)和视觉能力。
300
Total Models
145
With Reasoning
133
With Vision
231
With JSON Mode
144
Open Source (HIPAA)
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 ProOpenAI | 117 |
| 2 | GPT-5.4OpenAI | 117 |
| 3 | GPT-5.4 MiniOpenAI | 116 |
| 4 | GPT-5.2 ProOpenAI | 116 |
| 5 | GPT-5.2OpenAI | 116 |
| 6 | Claude Opus 4.6Anthropic | 115 |
| 7 | GPT-5 ProOpenAI | 115 |
| 8 | o3 Deep ResearchOpenAI | 115 |
| 9 | Claude Opus 4.5Anthropic | 113 |
| 10 | Gemini 3 Pro PreviewGoogle | 113 |
| 11 | GPT-5OpenAI | 113 |
| 12 | Gemini 3 Flash PreviewGoogle | 112 |
| 13 | Claude Sonnet 4.6Anthropic | 112 |
| 14 | Claude Sonnet 4.5Anthropic | 112 |
| 15 | o3 ProOpenAI | 111 |
| 16 | Grok 4.1 FastxAI | 110 |
| 17 | Grok 4xAI | 109 |
| 18 | Grok 4.20 BetaxAI | 109 |
| 19 | o3OpenAI | 109 |
| 20 | Gemini 3.1 Pro PreviewGoogle | 109 |
| 21 | GPT-5.1OpenAI | 108 |
| 22 | MiMo-V2-OmniXiaomi | 108 |
| 23 | GPT-5.4 NanoOpenAI | 108 |
| 24 | Seed-2.0-LiteByteDance | 108 |
| 25 | Seed-2.0-MiniByteDance | 108 |
| 26 | Gemini 3.1 Pro Preview Custom ToolsGoogle | 108 |
| 27 | GPT-5.3-CodexOpenAI | 108 |
| 28 | Qwen3.5 Plus 2026-02-15Alibaba | 108 |
| 29 | Kimi K2.5Moonshot AI | 108 |
| 30 | GPT-5.2-CodexOpenAI | 108 |
AI models with advanced reasoning can assist clinicians by analyzing symptoms, lab results, and patient history to suggest differential diagnoses and treatment options. Models with reasoning capabilities (+10 score bonus) excel at the multi-step logic required for clinical decision-making.
Structured JSON output is critical for integrating AI into electronic health records (EHR) and clinical workflows. Models with JSON mode (+5 score bonus) can generate structured clinical notes, extract ICD codes, and produce FHIR-compatible data for seamless system integration.
Vision-capable models (+3 score bonus) can interpret medical images including X-rays, CT scans, dermatological photos, and pathology slides. While not a replacement for specialized radiology AI, general-purpose vision models can assist with preliminary screening and image-based triage.
Healthcare data is subject to strict regulations like HIPAA, GDPR, and HITECH. Open-source models can be self-hosted on private infrastructure, ensuring patient data never leaves your network. Models with large context windows (+5 bonus for 128K+) can process entire patient records in a single request without external chunking services.
Dive deeper into specific capabilities or compare models on the full leaderboard.
根据我们每小时更新的综合评分，本页顶部显示了排名靠前的模型。排名综合考虑了基准测试、定价、功能和社区采用情况。
是的，本页列出的几款模型提供免费套餐或完全开源。请查看上方定价列中标记为免费的模型。
我们使用综合评分系统，结合基准性能、功能匹配、定价、上下文窗口大小和社区采用情况。评分每小时更新一次。
排名每小时使用基准测试、API测试和社区指标的实时数据刷新。显示的数据始终反映最新的性能。