AI & Agents
ragflow
Last updated 2026-06-11 · benchmark measured 2026-06-11 — deterministic & reproducible
Open-source RAG engine for building AI agents with reliable context retrieval.
Is ragflow production-ready?
Legit.Show ran its deterministic 7-Frame production-readiness benchmark on ragflow (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. The per-frame breakdown is public on the Legit.Show listing; the single overall production-readiness score is reserved for the verified maker.
The 7 Frames
- Performance — 37/100
- Accessibility — 86/100
- Security — 45/100
- Privacy — 0/100
- Reliability — 100/100
- Standards — 92/100
- Discoverability — 85/100
What we measured
- Security headers present: HSTS.
- No Content-Security-Policy.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 164 ms to first byte.
- Returns a proper 404 for unknown routes.
- 3 of 3 sampled routes reachable.
- No privacy policy found.
- Sets cookies / loads scripts with no consent prompt.
Who it's for
Enterprise teams · AI developers · Financial services · Legal & compliance · Manufacturing
Pricing
Free tier ($0/month with 5 apps, 500 credits); Starter $29/month; Pro $129/month; Enterprise custom pricing