Data & Analytics
Dataset Finder
Last updated 2026-08-28 · benchmark measured 2026-08-28 — deterministic & reproducible
Dataset Finder is a workspace for discovering and managing AI training data.
Is Dataset Finder production-ready?
Legit.Show scores Dataset Finder 72 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Dataset Finder (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Discoverability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 81/100
- Accessibility — 89/100
- Security — 25/100
- Privacy — 25/100
- Reliability — 90/100
- Standards — 92/100
- Discoverability — 100/100
What we measured
- No Content-Security-Policy and no HSTS.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 85 ms to first byte.
- Returns a proper 404 for unknown routes.
- 2 of 3 sampled routes reachable.
- No privacy policy found.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: structured data, sitemap, OpenGraph image, canonical URL.
Who built it
Who it's for
AI engineers · ML teams · AI startups · Researchers · AI consultants
Pricing
Free plan available (no credit card); Startup €9.90/mo; Pro €29.90/mo; Custom annotation priced separately with credits
Visit Dataset Finder → · Alternatives to Dataset Finder → · How this was measured →