Education & Reference
StudyLumina
Last updated 2026-07-05 · benchmark checked 2026-08-09 · unchanged since 2026-08-08 — deterministic & reproducible
AI study platform that scores exam readiness chapter by chapter from your own PDFs.
Is StudyLumina production-ready?
Legit.Show scores StudyLumina 87 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on StudyLumina (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Privacy; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 91/100
- Accessibility — 90/100
- Security — 25/100
- Privacy — 100/100
- Reliability — 100/100
- Standards — 100/100
- Discoverability — 100/100
What we measured
- No Content-Security-Policy and no HSTS.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 1000 ms to first byte.
- Returns a proper 404 for unknown routes.
- 3 of 3 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: structured data, sitemap, OpenGraph image, canonical URL.
Who built it
Julian Sun · product account @studylumina
Who it's for
College students · University students · Students preparing for exams
Pricing
Free plan ($0/month) with limited features; Premium at $8.25/month (billed annually at $99); Pro tier coming later
Visit StudyLumina → · Alternatives to StudyLumina → · How this was measured →