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Medical AI ReportIndependent evaluations

1 shared rubric · Updated August 2026

Doximity vs OpenEvidence

Doximity and OpenEvidence share one scored category, medical AI apps. Doximity scores higher in the shared category — 39–34 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

OpenEvidence

AI apps

34/50

Full OpenEvidence review

Side by side

Doximity and OpenEvidence, 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

39 – 34Doximity by 5

Medical AI apps rubric, ordered by the size of the gap. Each dimension is scored out of 10.
DimensionDoximityOpenEvidenceGap
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
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.97+2
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.43+1
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.89-1
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.99—

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

OpenEvidence

Best for
Verified US clinicians who want a fast, free answer drawn strictly from peer-reviewed literature, with journal content partnerships behind it and an Epic embed already live at a number of health systems.
Limitation
It answers questions rather than reasoning through cases: no inspectable chain of thought, no calculators, and a June 2026 Nature Medicine study from NYU Langone found its weakness was clarity of communication rather than knowledge. Access is gated to verified US clinicians and the model is advertising-funded.
Price
Free, funded by pharmaceutical advertising

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 OpenEvidence when

  • AI apps

    Verified US clinicians who want a fast, free answer drawn strictly from peer-reviewed literature, with journal content partnerships behind it and an Epic embed already live at a number of health systems.

What it cannot do

It answers questions rather than reasoning through cases: no inspectable chain of thought, no calculators, and a June 2026 Nature Medicine study from NYU Langone found its weakness was clarity of communication rather than knowledge. Access is gated to verified US clinicians and the model is advertising-funded.

Every OpenEvidence 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 OpenEvidence: common questions

Is Doximity or OpenEvidence better?

Doximity and OpenEvidence share one scored category, medical AI apps. Doximity scores higher in the shared category — 39–34 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 OpenEvidence?

For medical AI apps the widest gap is scope in one app: 9/10 for Doximity against 6/10 for OpenEvidence. That dimension measures how many distinct clinical jobs the single app covers: question answering, differential diagnosis, treatment planning, documentation, lab and imaging interpretation, and programmatic access.

When should you choose Doximity over OpenEvidence?

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 OpenEvidence over Doximity?

Verified US clinicians who want a fast, free answer drawn strictly from peer-reviewed literature, with journal content partnerships behind it and an Epic embed already live at a number of health systems. The case against it: it answers questions rather than reasoning through cases: no inspectable chain of thought, no calculators, and a June 2026 Nature Medicine study from NYU Langone found its weakness was clarity of communication rather than knowledge. Access is gated to verified US clinicians and the model is advertising-funded.

How do Doximity and OpenEvidence compare on price?

Doximity: Free for verified US clinicians OpenEvidence: Free, funded by pharmaceutical advertising Pricing comes from each vendor's published pricing page; where a vendor publishes no rate, that is recorded rather than estimated.

Keep reading

The full rankings behind this comparison