Education & Reference
NibandhAI
Last updated 2026-07-24 · benchmark measured 2026-07-24 — deterministic & reproducible
AI-powered essay writing and evaluation platform for UPSC and PCS exam preparation.
Is NibandhAI production-ready?
Legit.Show ran its deterministic 7-Frame production-readiness benchmark on NibandhAI (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; 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 — 99/100
- Accessibility — 90/100
- Security — 100/100
- Privacy — 75/100
- Reliability — 100/100
- Standards — 94/100
- Discoverability — 100/100
What we measured
- Security headers present: CSP, HSTS, X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 1102 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 it's for
UPSC aspirants · PCS exam candidates · Banking exam aspirants · Civil services students · Essay writers
Pricing
₹399/month, ₹999/3 months, ₹1899/6 months, ₹3499/12 months, or ₹25 per essay copy