Legit.Show is a directory of launched web apps, SaaS, AI tools, MCP servers and developer tools — each with an objective 7-Frame production-readiness benchmark, measured deterministically from the public surface. How we measure →


Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

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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.

67/100
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.

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

What we measured

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)

Visit DataBrief → · How this was measured →