所有能力指数

Healthcare & Medical Index

Assesses model performance across the healthcare and medical domain. Capabilities evaluated include domain-specific knowledge (medicine, public health, biomedical sciences), clinical diagnosis and assessment, reasoning over long patient records and claims files, patient documentation, medication management, and more.

查看代表性工作流

得分

Artificial Analysis Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Artificial Analysis Healthcare & Medical Index:能力明细

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · 按贡献拆分

能力明细

Artificial Analysis Healthcare & Medical Index:Medical & Health Knowledge

Incorporates 1 evaluation: AA-Omniscience · Higher is better

代表性工作流

这些真实工作流重点检验 Healthcare & Medical Index 中权重最高的能力。

Patient diagnosis & clinical assessmentMedical & Health KnowledgeLong-Context ReasoningNon-HallucinationReasoning

示例:Reassess a returning patient with worsening symptoms against the original EHR workup to build a differential from the new labs and imaging and surface alternative diagnoses the findings point to.

Treatment administration & proceduresMedical & Health KnowledgeNon-Hallucination

示例:A surgical team that encounters unexpected anatomy mid-laparoscopic-procedure. Retrieve comparable case reports and imaging precedents and quickly output findings relevant to their immediate decision.

Patient documentation & chartingMedical & Health KnowledgeAgentic Knowledge Work

示例:Turn a clinician's dictated notes from a follow-up visit into a structured SOAP note, pulling the patient's active problems and relevant history from the existing chart, placing each finding in the right section, and flagging the gaps the next provider would need filled.

Medication management & pharmacy coordinationMedical & Health KnowledgeNon-HallucinationReasoning

示例:Calculate a child's per-dose amount from their measurements and the prescriber's notes against the available suspension concentration, convert it to the millilitres to measure at each dose, and produce caregiver instructions that keep the total within the safe daily range.

Continuing education & researchMedical & Health KnowledgeAgentic Knowledge WorkLong-Context ReasoningReasoning

示例:Evaluate whether a dermatology team should adopt a newer procedure backed by emerging but limited long-term evidence to summarise the published trials and safety data, compare outcomes against the current standard of care, and outline the open questions the team still needs to resolve.

Medical records review & claimsLong-Context ReasoningNon-HallucinationReasoning

示例:Work a several-hundred-page medical record assembled from multiple providers to reconstruct the treatment timeline, identify which encounters relate to the injury in question, and answer reviewer questions with citations to the underlying documents.

Patient education & care coordinationMedical & Health KnowledgeAgentic Knowledge WorkAgentic Tool Use

示例:Turn a patient's after-visit summary into plain-language, step-by-step home-care instructions in their preferred language, anticipate the questions they are most likely to ask, and confirm the follow-up appointment and how to reach the clinic with concerns.

成本

Artificial Analysis Healthcare & Medical Index:单任务成本

单任务平均成本(美元),按输入、缓存命中、缓存写入、推理和答案 token 拆分

Artificial Analysis Healthcare & Medical Index 与单任务成本

Artificial Analysis Healthcare & Medical Index · 单任务加权平均成本(美元)
Most attractive quadrant
Pareto line

速度

Artificial Analysis Healthcare & Medical Index:单任务耗时

Weighted average decode time (minutes) per task; excludes TTFT and overhead time · Lower is better

输出 token

Artificial Analysis Healthcare & Medical Index:单任务输出 token

运行一个任务所使用的输出 token,按推理 token 和答案 token 拆分

发布日期

Artificial Analysis Healthcare & Medical Index 与发布日期

Most attractive region

常见问题