Glass Health vs DoxGPT — 2026 Comparison

Glass Health offers ambient scribing with real-time clinical insights — including differential diagnosis, suggested history questions, and potential next steps — plus assessment and plan generation and direct EHR integration with Epic, eClinicalWorks, and Athena, starting free. DoxGPT is Doximity’s free clinical AI assistant available to a broad network of U.S. physicians, but it lacks structured CDS, DDx, EHR integration, and retains scribe notes for only 29 days.

Doximity reaches a large share of U.S. physicians, and DoxGPT lets them use clinical AI for free — no subscription, no feature gates, no trial period. Combined with Doximity Scribe (also free), it’s the lowest-friction entry point into AI-assisted clinical work. Glass Health makes a different trade-off: it charges for premium tiers but integrates ambient scribing with clinical decision support that DoxGPT doesn’t attempt — real-time clinical insights (differential diagnosis, suggested history questions, and potential next steps), structured assessment and plan generation, and direct EHR integration with Epic, eClinicalWorks, and Athena.

Key Takeaways

Glass Health combines ambient scribing with real-time clinical decision support — differential diagnoses, assessment and plans, and clinical Q&A during encounters. DoxGPT provides clinical Q&A and a separate ambient scribe, but no structured CDS, DDx, or A&P.
DoxGPT and Doximity Scribe are completely free for verified U.S. clinicians, backed by Doximity’s large physician network. Glass Health offers a free Lite tier with tiered paid plans.
Glass Health integrates with Epic, eClinicalWorks, and Athena via SMART on FHIR. DoxGPT and Doximity Scribe have no EHR integration — notes require manual copy-paste.
DoxGPT has unique strengths in drug reference (structured drug monographs) and physician-verified answers (PeerCheck). Glass Health has unique strengths in structured clinical reasoning and workflow integration.

What Is DoxGPT?

DoxGPT is Doximity’s free, HIPAA-compliant AI assistant for clinicians. It is embedded within Doximity — a large professional network for U.S. healthcare professionals, with over 3 million members representing >85% of U.S. physicians and 2/3 of NPs and PAs (Doximity, 2025).

DoxGPT consists of two distinct products:

DoxGPT (AI Chat Assistant)

DoxGPT is a clinical Q&A tool that provides evidence-based answers grounded in peer-reviewed literature and structured clinical datasets. Key features include:

Clinical Q&A: Evidence-based answers with citations from guidelines and systematic reviews
Drug reference: Peer-reviewed drug monographs covering dosing, interactions, and side effects — sourced from structured data (not AI-generated), eliminating hallucination risk for prescribing information
Medical literature access: Full-text PDF access to a large journal collection with no paywall
PeerCheck: Physician-led AI verification system with a broad network of medical expert reviewers (Doximity, 2025)
Prior auth and appeal letters: Drafts insurance pre-authorization and appeal letters
Patient education materials: Generates patient-facing documents
Chart summarization: Upload labs or notes and DoxGPT extracts key information
Secure messaging and fax: HIPAA-compliant communication directly from DoxGPT

In August 2025, Doximity acquired Pathway Medical, integrating seven years of structured clinical datasets covering guidelines, drugs, and landmark trials across all major specialties (CNBC, 2025).

Doximity Scribe (AI Ambient Scribe)

Launched in July 2025, Doximity Scribe is a free ambient AI documentation tool (STAT News, 2025). Key features:

Ambient documentation: Listens during encounters and generates structured notes
Note types: SOAP notes, H&P, Progress Notes, Consult Notes, custom templates
Intelligent filtering: Captures clinically relevant content, skips social conversation
Pause/resume: Can pause and resume during encounters
Mobile and desktop: iOS, Android, and web browser
Up to 140 minutes per recording session

Key limitations of Doximity Scribe: No EHR integration (notes require manual copy-paste), notes retained for only 29 days before permanent deletion, and the product is relatively new compared to established competitors.

DoxGPT and Scribe are available to all verified Doximity members, with 100+ enterprise health systems also deploying the tools.

How Does Glass Health Compare to DoxGPT on Features?

DoxGPT and Doximity Scribe are separate tools — a chat assistant and an ambient scribe — with no EHR integration or persistent patient context. Glass Health unifies scribing, differential diagnosis, A&P generation, and EHR push into a single workflow, with patient records that carry forward across encounters.

Feature	Glass Health	DoxGPT / Doximity Scribe
Primary function	Clinical workflow platform (scribe + CDS)	AI chat assistant + separate ambient scribe
Ambient scribing	Core feature; real-time listening with live clinical insights	Doximity Scribe (free, launched July 2025)
Differential diagnosis	Structured three-tier DDx (Most Likely / Expanded / Can’t Miss)	No
Assessment & plan	Dedicated A&P generation with problem-based reasoning and citations	No — transcribes clinician’s spoken A&P only
Clinical Q&A	Built-in with agentic search of clinical guidelines and medical literature + FDA drug database	DoxGPT chat with Pathway Medical datasets + journal access
Drug reference	FDA drug database via clinical Q&A	Structured drug monographs (no hallucination risk)
Medical literature	Citations to clinical guidelines and medical literature	Full-text PDF access to a broad journal collection
Physician verification	No	PeerCheck: broad network of medical expert reviewers
Real-time clinical insights	Yes — live DDx, history suggestions, management considerations	No
Documentation types	6 types (H&P, Progress, Clinic, Discharge, Instructions, Handout)	SOAP, H&P, Progress, Consult Notes, custom templates
Custom templates	Full template customization (DDx, A&P, documentation)	Custom note templates and prompt templates
Longitudinal patient encounters	Yes — patient context persists across encounters	No — each session is standalone
Deep Reasoning	Toggle for maximum analytical depth on complex cases	No
EHR integration	Epic, eClinicalWorks, Athena (Max plan)	No EHR integration (copy-paste only)
Prior auth letters	No	Yes — auto-generated
Secure messaging/fax	No	HIPAA-compliant messaging and fax
Physician network	Standalone platform	Embedded in large Doximity physician network
Languages	English	English (multi-language visit setting for Scribe)
Mobile app	Web-based	iOS, Android, web
Free tier	Lite — limited CDS + limited scribing	Completely free (all features)

What Can DoxGPT Do Well?

DoxGPT brings several things to the table that most competitors don’t:

Completely free. Both DoxGPT and Doximity Scribe are free for all verified U.S. clinicians — no subscription, no trial period, no feature gates. In a market where ambient scribes cost $99–$600+/month, free is a powerful differentiator.

Broad physician network distribution. Doximity has a large membership across U.S. physicians. DoxGPT is embedded in a platform clinicians already use daily for messaging, fax, and news. This built-in distribution reduces adoption friction.

Structured drug reference. DoxGPT’s drug database is sourced from structured, peer-reviewed data — not AI-generated. Drug information queries return with zero hallucination risk for dosing, interactions, and contraindications. This is strong for drug reference use cases.

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.

Pathway Medical’s clinical datasets. The August 2025 acquisition added seven years of structured clinical data covering guidelines, drugs, and landmark trials across all specialties.

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.

What Can’t DoxGPT Do That Glass Health Can?

Free access to a large physician base is a distribution advantage, not a workflow advantage. DoxGPT and Doximity Scribe leave important clinical gaps unfilled:

Notes never reach the EHR. STAT News put it plainly: “Doximity’s notes won’t feed directly into electronic health records.” Neither DoxGPT nor Doximity Scribe integrates with any EHR system. Every note generated by the Scribe must be manually copied and pasted into the chart — a workflow that reintroduces the friction AI documentation is supposed to eliminate. Glass Health connects to Epic, eClinicalWorks, and Athena via SMART on FHIR, pushing completed notes directly into the patient record.

DDx is limited to chat responses. A clinician can type a diagnostic question into DoxGPT and receive a conversational answer, but the platform does not produce a structured differential diagnosis tied to a specific patient encounter. Glass Health generates a categorized DDx — Most Likely, Expanded Differential, and Can’t Miss — with actionable next steps for each tier, and the differential refreshes in real time as the encounter progresses and new clinical data is introduced.

No A&P synthesis from encounters. DoxGPT’s Scribe transcribes the clinician’s spoken assessment but does not independently construct a plan. It cannot take the encounter’s history, physical exam, and lab data and produce a problem-organized Assessment & Plan with evidence-cited treatment recommendations. Glass Health generates this automatically — clinical reasoning produced by the AI, not merely recorded from the clinician’s dictation.

Patient memory expires after 29 days. Doximity Scribe permanently deletes notes 29 days after creation. DoxGPT chat sessions are entirely standalone with no memory of prior interactions. There is no mechanism to upload patient records, track lab trends, or reference previous encounter notes. Glass Health persists patient context indefinitely — uploaded records, labs, imaging, and specialist notes accumulate across visits, giving the AI a longitudinal view of the patient.

The encounter ends without AI-driven clinical input. DoxGPT and Doximity Scribe are passive tools — one answers questions when prompted, the other records what is said. Neither delivers unsolicited clinical guidance during the visit. Glass Health takes a proactive role: it surfaces differential diagnoses as the conversation unfolds, recommends history questions the clinician may not have covered, and identifies management considerations — all in real time, before the patient leaves the room.

Difficult cases receive no additional analytical depth. When a patient presents with ambiguous, multi-system symptoms, Glass Health’s Deep Reasoning mode extends its analysis — applying greater computational rigor to generate a more comprehensive differential and plan. DoxGPT and Doximity Scribe have no equivalent; complex cases get the same treatment as routine ones.

The Scribe launched less than a year ago. Doximity Scribe became available in July 2025. Compared to ambient scribes that have spent years refining accuracy, template control, and specialty-specific handling, the product is still in an early maturation phase.

Availability is U.S. only. Both DoxGPT and Doximity Scribe require verified U.S. medical credentials. Clinicians practicing outside the United States have no access to either tool.

Pricing Comparison

	Glass Health	DoxGPT / Doximity Scribe
Free tier	Lite — $0/month (limited CDS + limited ambient scribing)	Completely free (all features, unlimited)
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	Custom pricing available	Custom (100+ health systems, ~$50–$100/provider/month estimated)
Revenue model	Subscription	Pharmaceutical advertising + health system subscriptions
Contract	Month-to-month or annual	No contract (free)

DoxGPT’s free model is its strongest competitive advantage. Both DoxGPT and Doximity Scribe provide unlimited access at $0/month — in a market where competitors charge $99–$600+/month for ambient scribing alone. Doximity subsidizes these tools through its $540+ million pharmaceutical advertising and health system subscription revenue.

Glass Health’s paid tiers deliver capabilities DoxGPT does not offer at any price: structured three-tier DDx, A&P generation with evidence citations, patient context persistence, Deep Reasoning, and EHR integration. The Lite tier ($0) provides a free entry point with both limited scribing and limited CDS. For clinicians whose needs exceed documentation and Q&A, Glass Health’s Pro ($90/month) and Max ($200/month) tiers deliver a complete clinical workflow platform.

Try Glass Health’s free Lite tier →

When Should You Choose DoxGPT Over Glass Health?

If you don’t need clinical decision support and zero cost within an existing physician network platform is the priority, DoxGPT addresses that. Choose DoxGPT when:

Free is essential — you cannot justify any subscription cost for clinical AI tools
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
EHR integration is not a requirement — you’re willing to copy-paste notes into your chart
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
EHR integration is a requirement — Glass Health pushes documentation directly to Epic, eClinicalWorks, or Athena without copy-paste
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 need notes retained beyond 29 days — DoxGPT Scribe permanently deletes notes after 29 days
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?

Yes. Both DoxGPT (AI chat) and Doximity Scribe (ambient documentation) are completely free for verified U.S. clinicians — physicians, NPs, PAs, pharmacists, podiatrists, CRNAs, and medical students. There are no feature gates, usage limits, or trial periods. Doximity monetizes through pharmaceutical advertising and health system subscriptions, not individual clinician fees.

Does DoxGPT have an ambient scribe?

Yes. Doximity Scribe is a separate product from DoxGPT, launched in July 2025. It listens during patient encounters and generates structured notes (SOAP, H&P, Progress Notes, custom templates). It is free for all verified U.S. clinicians. Key limitations: no EHR integration (copy-paste only), notes retained for only 29 days, and no clinical decision support.

Does DoxGPT integrate with EHR systems?

No. Neither DoxGPT nor Doximity Scribe has EHR integration. Notes generated by Doximity Scribe must be manually copied and pasted into the chart. Glass Health integrates with Epic, eClinicalWorks, and Athena via SMART on FHIR, pushing documentation directly into the EHR.

Can DoxGPT generate differential diagnoses or assessment and plans?

DoxGPT can answer questions about diagnoses and treatment options through its chat interface, but it does not generate structured differential diagnoses with tiered categorization or complete assessment and plans from patient encounter data. Glass Health generates three-tier DDx (Most Likely, Expanded, Can’t Miss) and complete A&P with evidence citations 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.

How long does Doximity Scribe retain notes?

Doximity Scribe retains notes for 29 days only, after which they are permanently deleted. Clinicians must copy notes into their EHR or documentation system before expiration. Glass Health does not have this limitation — notes and patient context persist across encounters.

Is DoxGPT HIPAA compliant?

Yes. DoxGPT is HIPAA compliant with Business Associate Agreements, encryption in transit and at rest, and U.S.-based AWS infrastructure. Audio from Doximity Scribe is processed in real time and immediately discarded — zero audio retention. User data is never used to train AI models.

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 whether free tools without workflow integration meet your clinical needs or whether you need an integrated clinical reasoning platform. DoxGPT offers a compelling free package: clinical Q&A with structured drug reference, PeerCheck physician verification, medical literature access, and a free ambient scribe — all embedded in a network a large portion of U.S. physicians already use. These are real strengths that make DoxGPT an excellent entry point for clinicians exploring AI tools.

But DoxGPT has no EHR integration, no structured differential diagnosis, no assessment and plan generation, no patient context persistence, and no real-time clinical insights during encounters. If your needs extend beyond documentation and Q&A to clinical reasoning, workflow integration, and diagnostic support, Glass Health delivers the complete clinical workflow platform that a free assistant cannot. Try Glass Health free at glass.health/signup.