Data & Analytics

dash

Last updated 2026-06-08 · benchmark measured 2026-08-12 — deterministic & reproducible

Data Apps & Dashboards for Python. No JavaScript Required.

Is dash production-ready?

Legit.Show scores dash 75 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on dash (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Privacy; its weakest is Performance. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 33/100
• Accessibility — 88/100
• Security — 45/100
• Privacy — 100/100
• Reliability — 100/100
• Standards — 60/100
• Discoverability — 100/100

What we measured

• Security headers present: HSTS.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 295 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.

Who built it

Chris Parmer · product account @plotlygraphs

Pricing

Free tier; Pro $29/seat/month ($290/year, 17% off annually); Enterprise custom pricing. Viewer seats $10/month.

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