The verdict
Abridge appears in 1 AI-ranked category — best position #1 for ai medical scribe.
Positioning brief — for the Abridge team
Why the models put Abridge at #1 for ai medical scribe
- Deep Epic workflow integration GPT · Claude · Grok“the deepest inside-Epic workflow integration”
- Linked Evidence builds trust GPT · Claude · Gemini“Its "Linked Evidence" feature allows clinicians to instantly verify any note sentence against the original audio clip, building unparalleled trust.”
- Strong real-world deployment results GPT · Claude · Grok“Best-documented real-world performance at scale”
- Accurate complex conversation parsing Grok · Gemini“excels in accuracy for complex conversations, multi-speaker attribution”
What would move the rank — the models’ fix lines, unified
- Enterprise-only contracts GPT · Claude · Gemini · Grok“Enterprise-only — sold through health-system contracts at premium pricing”
- Excludes solo and small practices GPT · Claude · Gemini · Grok“completely excluding solo and small private practices.”
- Longer costly deployments Grok“Enterprise-focused with longer deployments and higher costs”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Best overall note quality, specialty breadth, deep Epic integration, strong deployment results, and Linked Evidence that ties generated text to the conversation; assumes access through a participating health system
Claude Best-documented real-world performance at scale — deployed across major systems (Kaiser, UPMC, Johns Hopkins, Mayo-affiliated sites) with the deepest inside-Epic workflow integration, evidence-linked notes that let clinicians verify every generated sentence against the transcript, and consistently top clinician-trust scores; assumes the typical practitioner works in an Epic-based health system, which shaped its #1 rank
Grok Best in KLAS Ambient AI 2025 and 2026 based on real health system feedback; excels in accuracy for complex conversations, multi-speaker attribution, contextual notes with history/labs integration, strong Epic workflows, revenue cycle impact, high adoption/retention in large systems (e.g., Mayo, UPMC); proven reduction in burnout and documentation time.
Gemini Best-in-class ambient conversation parsing and medical terminology translation, backed by a proprietary ML stack that handles natural clinic chatter. Its "Linked Evidence" feature allows clinicians to instantly verify any note sentence against the original audio clip, building unparalleled trust.
Where Abridge falls short, per the models
- GPT Enterprise procurement and opaque pricing make it a poor fit for unsupported solo practices
- Claude Enterprise-only — sold through health-system contracts at premium pricing, so a solo or small-group clinician cannot simply sign up and use it.
- Gemini Locked behind enterprise contracts with no self-serve or individual clinician signup options, completely excluding solo and small private practices.
- Grok Enterprise-focused with longer deployments and higher costs; not ideal for solo/small practices seeking quick cheap setup or non-Epic heavy users.
Poll history — #1 in all 3 polls since Jul 12
#1 → #1 → #1
What changed in the models’ minds
GeminiJul 12 → Jul 13 poll
- NewAmbient conversation parsing“Best-in-class ambient conversation parsing and medical terminology translation”
- NewHandles natural clinic chatter“a proprietary ML stack that handles natural clinic chatter”
- DroppedEnterprise Epic integration“enterprise health systems using Epic”
- DroppedInstitutional IT deployments
ClaudeJul 12 → Jul 13 poll
- Newtop clinician-trust scores“consistently top clinician-trust scores”
- NewEpic assumption shaped rank“assumes the typical practitioner works in an Epic-based health system, which shaped its #1 rank”
- Newpremium pricing“sold through health-system contracts at premium pricing”
Top alternatives per the models: Nabla · Suki · Microsoft Dragon Copilot · Freed
Head-to-head — how the models call it
Watch Abridge
Boards re-poll weekly and the models change their minds. One short email only when Abridge'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-abridge)<a href="https://modelsagree.com/best/best-ai-medical-scribe?utm_source=badge&utm_medium=embed&utm_campaign=badge-abridge"><img src="https://modelsagree.com/badge/abridge.svg" alt="Abridge — ranked #1 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