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Medical AI ReportIndependent evaluations

1 shared rubric · Updated August 2026

Doximity vs Heidi Health

Doximity and Heidi Health share one scored category, medical AI apps. Doximity scores higher in the shared category — 39–28 for medical AI apps out of 50. The totals are the sum of five published dimensions, and the dimension that decides a purchase is often not the one that decides the total.

Reviewed by Abishek Shahi, MD · Last reviewed August 2026

Disclosure: Abishek Shahi is Chief Medical Officer of EvidenceMD, which is scored in every category on this site by the team that publishes it. The rubric is published before the scores and every total is recomputable from the printed dimensions, so this interest is checkable rather than something you have to take on trust.

Doximity

AI apps

39/50

Full Doximity review

Heidi Health

AI apps

28/50

Full Heidi Health review

Side by side

Doximity and Heidi Health, dimension by dimension

Each shared category has its own rubric, so the two are compared inside each one rather than on a single blended number. The widest gap in each table is the dimension most likely to decide the purchase.

Medical AI apps

3928Doximity by 11

Medical AI apps rubric, ordered by the size of the gap. Each dimension is scored out of 10.
DimensionDoximityHeidi HealthGap
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.94+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.96+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.86+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.98+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.44

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

The decision

Which one should you buy?

Choose Doximity when

  • AI apps

    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.

What it cannot do

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.

Every Doximity score

Choose Heidi Health when

  • AI apps

    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.

What it cannot do

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.

Every Heidi Health score

Limits

What this comparison cannot tell you

Neither tool has been benchmarked here against live patient data. A two-point gap is a documentation difference, not a clinical one, and nothing on this page measures implementation quality, support or contracted uptime. This rubric weights reasoning transparency and access as heavily as corpus depth, which is why free apps rank above expensive curated references; an institution that already licenses UpToDate should re-rank by evidence and validation, where UpToDate Expert AI scores 10 on both and leads the category. The validation dimension rewards incumbency and installed base, so it counts against every newer product here, including the leader. No app scored publishes an independently audited diagnostic accuracy benchmark, and the two 2026 studies that tried to compare clinical AI against general models reached opposite conclusions. Nothing here is a diagnostic device.

Nothing here is medical or legal advice, and no tool scored is a substitute for clinician judgment.

Common questions

Doximity vs Heidi Health: common questions

Is Doximity or Heidi Health better?

Doximity and Heidi Health share one scored category, medical AI apps. Doximity scores higher in the shared category — 39–28 for medical AI apps out of 50. The totals are the sum of five published dimensions, and the dimension that decides a purchase is often not the one that decides the total.

What is the biggest difference between Doximity and Heidi Health?

For medical AI apps the widest gap is validation & scale: 9/10 for Doximity against 4/10 for Heidi Health. That dimension measures independent published evaluation, peer-reviewed study record, installed clinician base and years in the field. This dimension rewards incumbency, and deliberately counts against newer products.

When should you choose Doximity over Heidi Health?

Doximity scores higher for medical AI apps. 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. The case against it: 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.

When should you choose Heidi Health over Doximity?

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. The case against it: 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.

How do Doximity and Heidi Health compare on price?

Doximity: Free for verified US clinicians Heidi Health: Free plan with usage caps; Pro from about $99/year Pricing comes from each vendor's published pricing page; where a vendor publishes no rate, that is recorded rather than estimated.