Medical AI apps
39 – 28Doximity by 11
| Dimension | Doximity | Heidi Health | Gap |
|---|---|---|---|
| Validation & scaleIndependent published evaluation, peer-reviewed study record, installed clinician base and years in the field. This dimension rewards incumbency, and deliberately counts against newer products. | 9 | 4 | +5 |
| Scope in one appHow many distinct clinical jobs the single app covers: question answering, differential diagnosis, treatment planning, documentation, lab and imaging interpretation, and programmatic access. | 9 | 6 | +3 |
| Evidence & citationsWhether claims carry retrievable peer-reviewed citations, how tightly the corpus is controlled, and whether you can get from a sentence in the answer to the paper behind it in one tap. | 8 | 6 | +2 |
| Access & eligibilityPublished price, free tier, credential and country gating, and language coverage — in short, whether the clinician reading this page can actually install and use it today. | 9 | 8 | +1 |
| Reasoning transparencyWhether the app shows the steps between your question and its answer — an inspectable chain of thought, a ranked differential with the discriminators named — or returns a conclusion you have to accept on trust. | 4 | 4 | — |
Doximity
- Best for
- US physicians who want the most capability for nothing: Doximity Ask for evidence-grounded answers, Doximity Scribe for visit documentation, Dialer for calls and telehealth from a private number, plus PeerCheck physician review and roughly 3,200 drug monographs, all inside one HIPAA-compliant app with a BAA.
- Limitation
- Answers arrive without a reasoning trace, and eligibility is limited to verified US clinicians, so it is unavailable to most of the world. Reasoning is its weakest dimension at 4 out of 10.
- Price
- Free for verified US clinicians
Heidi Health
- Best for
- Clinicians whose primary problem is the note rather than the question, working across the US, Canada, Australia and the UK, with documentation support in more than 100 languages.
- Limitation
- Built for documentation first, so evidence retrieval and reasoning are secondary; the free plan's usage caps are restrictive enough that sustained use requires the paid tier.
- Price
- Free plan with usage caps; Pro from about $99/year
