DoxGPT vs Glass Health — 2026 Comparison
Glass Health provides a combined ambient-scribing-plus-clinical-decision-support workflow, with supported Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Max. DoxGPT is Doximity’s clinical AI assistant for verified U.S. clinicians, and Doximity Scribe is its separate documentation workflow. The main distinction is product shape: Glass combines encounter-native reasoning and documentation in one platform, while Doximity publicly presents adjacent AI reference, admin-support, and scribe workflows inside the Doximity ecosystem.
Doximity gives verified U.S. clinicians a very low-friction way to start using AI. DoxGPT is publicly positioned around clinical reference plus admin support, and Doximity Scribe is positioned as a documentation workflow that fits inside the broader Doximity product experience. Glass Health makes a different trade-off: a free entry tier plus paid plans in exchange for a single workflow that combines ambient scribing, structured differential diagnosis, assessment-and-plan drafting, and clinical Q&A from the same encounter context.
Key Takeaways
- Glass Health combines ambient scribing with real-time clinical decision support, differential diagnoses, assessment-and-plan drafting, and clinical Q&A during encounters.
- DoxGPT and Doximity Scribe are positioned for verified U.S. clinicians, with Doximity publicly positioning them around clinical reference, admin support, and documentation inside the Doximity workflow.
- DoxGPT has clear public strengths in drug reference, literature access, and physician-review initiatives like PeerCheck. Glass Health has clear public strengths in structured clinical reasoning and supported clinical workflows.
- The cleanest way to evaluate the two products is by workflow: separate AI reference plus scribe inside Doximity versus a single Glass workflow for documentation and CDS.
What Is DoxGPT?
DoxGPT is Doximity’s AI assistant for clinicians. Doximity’s public product page describes it as clinical reference plus admin support, with evidence-based answers backed by guidelines, systematic reviews, and peer-reviewed literature.
DoxGPT consists of two distinct products:
DoxGPT (AI Chat Assistant)
DoxGPT is a clinical Q&A and admin-support workflow. Doximity’s public pages highlight:
- Clinical Q&A backed by guidelines, systematic reviews, and peer-reviewed literature
- Integrated drug reference with peer-reviewed drug monographs
- Medical literature access with full PDF article access described in Doximity’s product materials
- Admin support for letters, patient communication, and note-style workflows
- Case-based workflows like chart summarization, lab review, and note or report analysis
- Secure messaging and fax inside the Doximity workflow
- PeerCheck, a physician-review initiative Doximity is building into DoxGPT
Doximity Scribe (Ambient Documentation)
Doximity Scribe is Doximity’s ambient documentation workflow. Doximity’s public Scribe page says clinicians can choose a note type, start the visit, review the AI-generated note, and send it directly to the patient’s chart in seconds. Public materials also highlight:
- Ambient note generation during the patient visit
- Multiple note templates including progress notes, consultations, procedure summaries, and custom formats
- Integration with Doximity workflow tools such as Dialer, Dialer Video, and DoxGPT
- Desktop and mobile access
- Free access for verified U.S. physicians, NPs, PAs, and medical students
How Does Glass Health Compare to DoxGPT on Features?
Glass and Doximity are both trying to reduce clinician friction, but they package the workflow differently. Glass puts encounter capture, reasoning, and documentation in the same product. Doximity publicly presents DoxGPT and Doximity Scribe as adjacent workflows inside the Doximity platform.
| Feature | Glass Health | DoxGPT / Doximity Scribe |
|---|---|---|
| Primary public product shape | Clinical workflow platform with scribe + CDS in one workflow | DoxGPT clinical reference/admin support plus separate Doximity Scribe workflow |
| Ambient documentation | Core feature; real-time listening with live clinical insights | Doximity Scribe note generation inside the Doximity workflow |
| Clinical Q&A | Built-in with search of clinical guidelines, medical literature, and FDA drug information | DoxGPT clinical questions with evidence-based answers, drug reference, and literature access |
| Structured DDx workflow | Structured three-tier DDx from encounter context | Doximity public materials emphasize clinician productivity, communication, and AI assistance |
| Assessment and plan workflow | Problem-based A&P generation with evidence citations | Doximity public materials emphasize clinician productivity, communication, and AI assistance |
| Documentation outputs | 6 note and handout formats | Multiple note templates, procedure summaries, and custom formats in Scribe |
| Admin support | Workflow centered on clinical documentation and CDS | Strong public emphasis on letters, patient communication, secure fax, and admin tasks |
| Workflow/integration language | Supported Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Max | Doximity says clinicians can review the AI-generated note and send it to the patient’s chart in seconds; public materials emphasize the Doximity app and Dialer workflow |
| Access model | Free Lite tier plus paid plans | Free for verified U.S. clinicians |
| Mobile access | Web-based product workflow | Doximity app plus desktop workflow |
What Can DoxGPT Do Well?
DoxGPT brings several things to the table that most competitors don’t:
Low-friction access. DoxGPT and Doximity Scribe are positioned for verified U.S. clinicians. That remains one of the strongest public adoption advantages in the category.
Broad physician network distribution. Doximity has a large membership across U.S. physicians. DoxGPT is embedded in a platform many clinicians already use for messaging, fax, and news. This built-in distribution reduces adoption friction.
Structured drug reference. DoxGPT’s public materials emphasize structured drug-reference support. This is useful for drug-reference use cases, though clinicians should still review outputs using the same standards they apply to any clinical tool.
PeerCheck physician verification. DoxGPT includes a systematic physician review layer — a broad network of medical expert reviewers evaluating clinical answers for accuracy. PeerCheck-certified answers include reviewer profiles for transparency.
Medical literature access. Full-text PDF access to a large collection of medical journals with no paywall, integrated directly into the AI Q&A experience. Few competitors offer this depth of literature access.
Integrated communication. Clinicians can generate a prior auth letter in DoxGPT and fax it HIPAA-compliantly without leaving the platform — messaging and fax are built in.
How Glass Health Differs from DoxGPT
Free access to a large physician base is a distribution advantage. The workflow difference is broader than that: Doximity’s public materials emphasize reference, admin support, and note generation inside the Doximity ecosystem, while Glass Health provides a single workflow for encounter capture, reasoning, and documentation.
Glass Health provides a combined encounter workflow. Glass Health supports ambient scribing, structured DDx, assessment-and-plan drafting, and clinical Q&A from the same encounter context. Doximity’s public pages separate those jobs across DoxGPT and Doximity Scribe.
Glass Health provides a structured reasoning workflow. Glass Health supports a three-tier DDx plus evidence-cited A&P output. The Doximity public materials reviewed for this audit emphasize clinical reference, drug information, admin support, chart review, and documentation, while Glass centers the encounter-native reasoning workflow.
Glass Health includes persistent patient-context workflows. Glass Health includes patient and encounter context carried forward across visits. Doximity’s public materials emphasize the Doximity network, app workflow, and case-based tasks inside DoxGPT and Scribe.
Glass Health provides supported clinical workflow detail. Glass Health supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Max. Doximity’s public Scribe page says clinicians can send notes to the patient’s chart in seconds, and buyers should validate the exact charting workflow in their own environment during evaluation.
Glass Health includes deeper reasoning tools for harder cases. Glass Health includes a Deep Reasoning mode and a workflow designed around diagnosis and plan building during the encounter. Doximity’s public materials emphasize speed, access, literature review, drug reference, and documentation convenience.
Pricing Comparison
| Glass Health | DoxGPT / Doximity Scribe | |
|---|---|---|
| Free tier | Lite — $0/month (limited CDS + limited ambient scribing) | Public free access path for verified U.S. clinicians |
| Starter | $20/month ($18/month annual) — extended CDS + ambient scribing | — |
| Pro | $90/month ($81/month annual) — unlimited scribing, CDS, all documentation types | — |
| Max | $200/month ($180/month annual) — everything + EHR integration (Epic, eCW, Athena) | — |
| Enterprise / institutional | Custom pricing available | Validate any institutional rollout directly with Doximity |
| Commercial model readers can verify publicly | Subscription pricing published | Free clinician access published |
Doximity’s access model is its strongest competitive advantage. Buyers should confirm current feature scope and eligibility directly on Doximity’s current product pages.
Glass Health’s paid tiers are designed for clinicians who want documentation and clinical reasoning in one workflow. The Lite tier ($0) provides a free entry point with both limited scribing and limited CDS. For clinicians whose needs extend beyond documentation and Q&A, Glass Health’s Pro ($90/month) and Max ($200/month) tiers deliver a broader clinical workflow platform.
Try Glass Health’s free Lite tier →
When Should You Choose DoxGPT Over Glass Health?
If you do not need a combined Glass-style documentation plus CDS workflow and the Doximity ecosystem is the priority, DoxGPT addresses that. Choose DoxGPT when:
- A free or low-friction access path is essential for your evaluation
- You are already an active Doximity user and want AI tools integrated into the platform you use for messaging, fax, and telehealth
- Your primary need is clinical Q&A with drug reference — DoxGPT’s structured drug monographs with PeerCheck verification are strong for reference use cases
- You need full-text medical literature access to a broad journal collection within the AI workflow
- You need prior authorization and appeal letters generated and faxed directly from the platform
- You want the simplest public path into AI reference, admin support, and ambient documentation inside the Doximity ecosystem
- You want a physician-verified AI experience with PeerCheck reviewer transparency
When Should You Choose Glass Health Over DoxGPT?
Choose Glass Health when:
- You want scribing and clinical decision support in one platform — not a separate chat tool and a separate scribe, but an integrated workflow that generates DDx, A&P, and documentation during the encounter
- You need structured differential diagnosis — three-tier DDx (Most Likely, Expanded, Can’t Miss) with specific diagnostic next steps, generated in real time from the encounter
- Assessment and plan generation with problem-based reasoning and evidence citations is valuable for your workflow
- Supported clinical workflows are a requirement: Glass Health supports Epic, eClinicalWorks, athenahealth, and Elation workflows on Max
- Your practice needs patient context persistence — records, labs, and imaging that carry forward across visits
- You want real-time clinical insights during encounters — suggested history questions, management considerations, and live DDx building while you’re still with the patient
- You’re ready for a paid scribe upgrade: See how Glass Health compares to dedicated scribes like Freed or international options like Heidi Health.
Start with Glass Health free — clinical reasoning included →
FAQ
Is DoxGPT really free?
Doximity’s public materials describe a free access path for verified U.S. clinicians. Confirm current eligibility and feature scope directly with Doximity.
Does DoxGPT have an ambient scribe?
Yes. Doximity Scribe is a separate product from DoxGPT. Doximity’s public page describes ambient note generation, multiple note templates, and a workflow that fits into the broader Doximity product experience.
How does Doximity Scribe connect to charting workflows?
Doximity’s public Scribe page says clinicians can review the AI-generated note and send it directly to the patient’s chart in seconds. Validate the exact charting workflow in your environment during the pilot. Glass Health supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Max, with non-Epic workflows confirmed directly with Glass during setup.
Can DoxGPT generate differential diagnoses or assessment and plans?
DoxGPT can answer clinical questions about diagnoses and treatment options through its chat interface. The current Doximity public materials reviewed here emphasize chat, reference, admin-support, and scribe workflows. Glass Health provides three-tier DDx and evidence-cited A&P output during encounters.
What is DoxGPT PeerCheck?
PeerCheck is Doximity’s physician-led AI verification system where a broad network of medical expert reviewers evaluate DoxGPT’s clinical answers. PeerCheck-certified answers include reviewer profiles so clinicians can see who verified the information. This is a differentiating feature — few other clinical AI tools have a systematic physician review layer of this kind.
Is DoxGPT HIPAA compliant?
Doximity publicly describes DoxGPT and Doximity Scribe as HIPAA compliant. Buyers should still confirm current coverage, workflow scope, and data-handling terms directly with Doximity.
Is DoxGPT available outside the United States?
No. DoxGPT and Doximity Scribe are available only to verified U.S. clinicians. Doximity’s platform requires U.S. medical credential verification. Glass Health is also primarily U.S.-focused.
Bottom Line
Glass Health vs DoxGPT comes down to workflow design. DoxGPT offers clinical Q&A, structured drug reference, literature access, PeerCheck, and ambient scribe access inside a platform many clinicians already know. Those are real strengths, and they make DoxGPT a useful entry point for clinicians exploring AI tools.
If your needs extend beyond documentation and Q&A to a single workflow for ambient scribing, structured clinical reasoning, and published supported clinical workflows, Glass Health is the better fit. Try Glass Health free at glass.health/signup.