Counsel Health vs Ubie
Both stand at the front door and only one of them opens it onto a clinician. Counsel Health runs physician supervised asynchronous care: the model gathers context and gives initial guidance, and a board certified physician from an in house medical group licensed in all fifty states joins the conversation when judgement is needed, which is the clearest oversight architecture among patient facing AI in this index. Ubie is a symptom checker, free and unregistered, covering more than a thousand diseases through an adaptive questionnaire built on published literature under physician supervision, with an unusually strong evidence posture for a consumer product. The difference is what the patient walks away with. Ubie tells them what might be going on and where to go. Counsel tells them what to do and takes responsibility for it, which is a different service and a different cost.
- The oversight boundary is drawn at the right place and stated plainly: the model gathers context and gives initial guidance, and a board certified physician from an in house medical group licensed across all fifty states joins when clinical judgement is required.
- It built its own record system for asynchronous care rather than bolting a chat layer onto someone else's, which is why the conversation and the medical history stay in one place.
- The clinical relationship is real, not simulated, so the patient ends up with an actual physician rather than with an agent that eventually gives up and tells them to call the office.
- Coverage is the point and it is substantiated, spanning more than a thousand diseases from an adaptive questionnaire built on a large corpus of peer reviewed literature under physician supervision.
- The evidence posture is among the strongest in the consumer facing tier of this index, with the company publishing its clinical data sources and process rather than describing them.
- It is free with no registration, which means a health system can point at it as a front door without procuring anything, and a patient can use it without an account.
Side by Side
| Axis | C Counsel Health |
U Ubie |
|---|---|---|
| AI Centrality | ||
| Autonomy and Oversight Model | ||
| Model and Technology Transparency | ||
| Clinical and Operational Evidence | ||
| AI Safety and PHI Stewardship | ||
| HIPAA and BAA Posture | ||
| Security Certifications and Trust Center | ||
| FDA and Regulatory Status | ||
| AI Governance and Bias Disclosure | ||
| EHR and Interoperability Depth | ||
| Deployment Model and Data Residency | ||
| Commercial Transparency | ||
| Setting and Specialty Coverage |
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Patient Voice Agents page.
These are different products for different buyers and the comparison is useful mainly for what it shows about the licensing boundary: one delivers care under physician supervision and the other explicitly does not diagnose, and any deployment that blurs that line inherits obligations neither vendor carries for you.
Ubie's consumer product collects sex, age and history without a health privacy framework attaching in the usual way, and a buyer should understand that structure before pointing patients at it. Neither publishes a bias evaluation or subgroup performance, which matters because symptom description varies with language, health literacy and culture, and a triage tool that understands some patients better than others sends the rest to the wrong place.