Data & Analytics
DataBrief
Last updated 2026-08-02 · benchmark measured 2026-08-02 — deterministic & reproducible
DataBrief analyzes spreadsheets and documents to surface surprising data findings as written stories.
Is DataBrief production-ready?
Legit.Show scores DataBrief 67 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on DataBrief (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 83/100
- Accessibility — 91/100
- Security — 45/100
- Privacy — 25/100
- Reliability — 100/100
- Standards — 92/100
- Discoverability — 35/100
What we measured
- Security headers present: HSTS.
- No Content-Security-Policy.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 100 ms to first byte.
- Returns a proper 404 for unknown routes.
- 1 of 1 sampled routes reachable.
- No privacy policy found.
- Sets cookies / loads scripts with no consent prompt.
Who built it
Midhat Ratib Khan
Who it's for
Data analysts · Business users · Finance professionals · Researchers · Teams managing datasets
Pricing
STARTER $49/mo (20 reports/month), GROWTH $149/mo (100 reports/month), BUSINESS $399/mo (Unlimited reports)