AI & Agents
Labnote
Last updated 2026-08-17 · benchmark measured 2026-08-17 — deterministic & reproducible
Labnote is a generative AI tool for designing clinical research forms (CRFs).
71/100
Top 70% of 11,665 measured
Legit Benchmark — the simple average of 7 measured frames. Frames we could not measure are left out of the average, never counted as zero. Every frame is shown below with its evidence.
Checked 2026-08-17 · scores move as sites change
Is Labnote production-ready?
Legit.Show scores Labnote 71 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Labnote (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Performance; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 99/100
- Accessibility — 90/100
- Security — 70/100
- Privacy — 25/100
- Reliability — 92/100
- Standards — 89/100
- Discoverability — 35/100
What we measured
- Security headers present: HSTS, X-Frame-Options, X-Content-Type-Options.
- No Content-Security-Policy.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 346 ms to first byte.
- Returns a proper 404 for unknown routes.
- 0 of 0 sampled routes reachable.
- No privacy policy found.
- Sets cookies / loads scripts with no consent prompt.
Who it's for
Clinical researchers · CRO professionals · Biotech companies · Clinical trial teams
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