HugoScore hugoscore.org

A public directory of health AI

Does health AI give patients more say, or less?

Most health AI is judged on accuracy and speed. HugoScore judges it on patient agency: whether a tool helps people understand, choose, question, and act. We review the AI patients use directly and the AI used on them behind the scenes, from exam-room scribes to insurance algorithms. Every profile is public, evidence-linked, and open to challenge. Used a tool, or had one used on you? Submit it for review.

Who chose it? Who benefits? More say, or less?

Axis scale: 0 = system-run. 100 = patient-chosen. The number shows direction, not product quality. All tools use the same CAIHL-derived criteria.

48 tools profiled
17 categories
Jul 27, 2026 latest profile review
Drafts status shown per tool
Agency patient say

Public-interest review. HugoScore helps readers ask who controls a health AI tool, what evidence supports it, and what is still unknown.

Draft status: most profiles are AI-assisted public-source drafts. Human review and model provenance are recorded when known; otherwise treat the profile as unverified and open to correction.

Tool profiles

Directory

Draft profiles show public research and the reasoning behind each review. Select a tool to open its full profile. Human review, model provenance, confidence, and limitations are recorded when known.

Intake

Submit a tool or comment

Suggest a tool, challenge a profile, or send evidence that should change a review. Public submissions are checked before they affect a profile.

After submit: the item is emailed to Hugo, checked for scope and duplicates, then queued as evidence for a possible profile update. If you include an email address, Hugo can notify you about the outcome.