AI医疗保健工具

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。

排名方式: 基于基准测试分数(90%)来自MMLU、GPQA、HumanEval、SWE-bench等15+标准化评估，能力和上下文窗口作为辅助排序(10%)。

#1 Overall

Claude Fable 5.1

Anthropic

119

Best with Reasoning

Claude Fable 5.1

Anthropic

119

Best for Privacy

DeepSeek V3.2

DeepSeek · Open Source

103

255

Total Models

255

With Reasoning

202

With Vision

242

With JSON Mode

Open Source (HIPAA)

Top 30 Healthcare AI Models

#	Model	Provider	Score	$/1M Out	Context
1	Claude Fable 5.1Anthropic	Anthropic	119	$50.00	1M
2	Claude Fable 5.1 (batch)Anthropic	Anthropic	119	$25.00	1M
3	Claude Fable 5Anthropic	Anthropic	119	$50.00	1M
4	Claude Fable 5 (batch)Anthropic	Anthropic	119	$25.00	1M
5	Claude Opus 5.5Anthropic	Anthropic	118	$20.00	1M
6	Claude Opus 5Anthropic	Anthropic	118	$25.00	1M
7	Claude Opus 4.8Anthropic	Anthropic	118	$25.00	1M
8	Claude Opus 4.7Anthropic	Anthropic	118	$25.00	1M
9	GPT-5.5 ProOpenAI	OpenAI	116	$180.00	1.1M
10	GPT-5.5 Pro (batch)OpenAI	OpenAI	116	$90.00	1.1M
11	GPT-5.5OpenAI	OpenAI	116	$30.00	1.1M
12	Gemini 3.1 Pro Preview Custom ToolsGoogle	Google	115	$12.00	1.0M
13	Gemini 3.1 Pro PreviewGoogle	Google	115	$12.00	1.0M
14	Gemini 3.1 Pro Preview (batch)Google	Google	115	$6.00	1.0M
15	GPT-5.4 ProOpenAI	OpenAI	115	$180.00	1.1M
16	GPT-5.4 Pro (batch)OpenAI	OpenAI	115	$90.00	1.1M
17	GPT-5.4OpenAI	OpenAI	115	$15.00	1.1M
18	GPT-5.3-CodexOpenAI	OpenAI	114	$14.00	400K
19	GPT-5.2-CodexOpenAI	OpenAI	114	$14.00	400K
20	GPT-5.2 ProOpenAI	OpenAI	114	$168.00	400K
21	GPT-5.2 Pro (batch)OpenAI	OpenAI	114	$84.00	400K
22	GPT-5.2OpenAI	OpenAI	114	$14.00	400K
23	Claude Opus 4.6Anthropic	Anthropic	113	$25.00	1M
24	GPT-5.6 Luna ProOpenAI	OpenAI	112	$1.20	1.1M
25	GPT-5.6 Luna Pro (batch)OpenAI	OpenAI	112	$0.60	1.1M
26	GPT-5.6 LunaOpenAI	OpenAI	112	$1.20	1.1M
27	GPT-5.6 Luna (batch)OpenAI	OpenAI	112	$0.60	1.1M
28	GPT-5.6 Terra ProOpenAI	OpenAI	112	$12.00	1.1M
29	GPT-5.6 Terra Pro (batch)OpenAI	OpenAI	112	$6.00	1.1M
30	GPT-5.6 TerraOpenAI	OpenAI	112	$12.00	1.1M

AI in Healthcare: Key Use Cases

Clinical Decision Support

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.

Medical Documentation

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.

Medical Image Analysis

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.

Data Privacy & HIPAA Compliance

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.

Explore More

Dive deeper into specific capabilities or compare models on the full leaderboard.

制药健身科学法律无障碍

Frequently Asked Questions

AI模型协助鉴别诊断、医学文献回顾和临床决策支持，但它们不是FDA批准的诊断设备。应增强而非替代临床判断。始终由持证医疗专业人员验证输出。

大多数主要提供商提供具有业务合作伙伴协议(BAA)的HIPAA合规API层级。为最高合规性，在HIPAA合规基础设施上自托管开源模型。

推理对临床决策支持至关重要。视觉分析医学影像。大上下文处理患者病史和研究论文。网络搜索访问最新医学文献和药物相互作用。

AI自动化临床文档、总结患者病史、起草转诊信和处理预授权文书。流式传输支持就诊期间的实时文档记录，每天节省2-3小时。