The verdict
Nabla appears in 2 AI-ranked categories — best position #2 for ai medical scribe.
Positioning brief — for the Nabla team
Why the models put Nabla at #2 for ai medical scribe
- accurate ambient notes GPT · Grok“accurate ambient notes”
- multilingual support GPT · Claude · Grok“strong multilingual support”
- broad EHR compatibility GPT · Claude · Grok“broad EHR compatibility”
- affordable quick deployment Claude · Grok“Affordable/flexible (~$100-120/mo), quick lightweight deployment”
What the models credit Abridge (#1) with — and don’t credit Nabla
- Linked Evidence GPT · Claude · Gemini“Linked Evidence”
- deepest inside-Epic workflow integration GPT · Claude · Grok“the deepest inside-Epic workflow integration”
- accuracy for complex conversations Grok · Gemini“excels in accuracy for complex conversations”
What would move the rank — the models’ fix lines, unified
- less comprehensive coding and automation GPT · Claude“Coding and workflow automation remain less comprehensive than the strongest enterprise platforms”
- less deep specialty customization Grok“Less deep specialty customization and enterprise-scale proven outcomes compared to leaders”
- less enterprise-scale proven outcomes Grok“enterprise-scale proven outcomes compared to leaders”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Best balance of accurate ambient notes, fast workflow, multilingual support, broad EHR compatibility, and credible randomized evidence of reduced documentation time
Claude The best value for independent and mid-size practices — EHR-agnostic, minutes to onboard, strong multilingual support, roughly $100–150/month per clinician, and proven at genuine scale via The Permanente Medical Group's deployment to ~10,000 physicians, showing it isn't just a small-practice toy; near-tie with Ambience, ranked ahead on accessibility to the typical practitioner
Grok Affordable/flexible (~$100-120/mo), quick lightweight deployment, good multi-EHR support, multilingual, solid ambient notes with automation; strong value for smaller/hybrid/telehealth practices and international/GDPR needs.
Where Nabla falls short, per the models
- GPT Coding and workflow automation remain less comprehensive than the strongest enterprise platforms
- Claude Lighter on coding/CDI intelligence and deep bidirectional EHR write-back than Ambience or Abridge, so revenue-cycle-driven organizations get less from it.
- Grok Less deep specialty customization and enterprise-scale proven outcomes compared to leaders; maturing but not top-ranked in KLAS for complex high-volume systems.
Poll history — On this board 3 of 3 polls since Jul 12 · now #4
#2 → #3 → #4
What changed in the models’ minds
ClaudeJul 12 → Jul 13 poll
- NewEHR-agnostic
- Newproven at genuine scale“proven at genuine scale via The Permanente Medical Group's deployment to ~10,000 physicians”
- NewLighter on coding/CDI intelligence
- Droppednotes generate in seconds
+1 more change
Top alternatives per the models: Abridge · Suki · Microsoft Dragon Copilot · Freed
Delivers the strongest immediate value for modern clinicians by converting raw ambient audio directly into structured, specialty-specific clinical notes (e.g., SOAP). It includes excellent customization features like dot-phrases, magic edits, and FHIR data extraction, dramatically reducing documentation time by up to 70% without requiring complex downstream LLM development.
Where Nabla falls short, per the models
- Gemini It is built purely for multi-speaker ambient conversation notes, making it poorly suited for traditional, cursor-matching medical dictation workflows.
Top alternatives per the models: Microsoft Dragon Medical SpeechKit · Deepgram · AWS HealthScribe · AssemblyAI
Head-to-head — how the models call it
Watch Nabla
Boards re-poll weekly and the models change their minds. One short email only when Nabla's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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[](https://modelsagree.com/best/best-ai-medical-scribe?utm_source=badge&utm_medium=embed&utm_campaign=badge-nabla)<a href="https://modelsagree.com/best/best-ai-medical-scribe?utm_source=badge&utm_medium=embed&utm_campaign=badge-nabla"><img src="https://modelsagree.com/badge/nabla.svg" alt="Nabla — ranked #2 for Best AI medical scribe by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology