Education & Reference

Vidbyte

Last updated 2026-08-26 · benchmark measured 2026-08-26 — deterministic & reproducible

AI learning platform focused on building real understanding through active recall.

Is Vidbyte production-ready?

Legit.Show scores Vidbyte 85 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Vidbyte (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 — 77/100
• Accessibility — 96/100
• Security — 80/100
• Privacy — 55/100
• Reliability — 100/100
• Standards — 89/100
• Discoverability — 100/100

What we measured

• Security headers present: HSTS, X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 641 ms to first byte.
• Returns a proper 404 for unknown routes.
• 3 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who it's for

Students · Learners · Professionals · Educational institutions

Pricing

Explorer: $39.99/month (10M tokens, 2 roadmaps); Pioneer: $299.99/month (200M tokens, 25 roadmaps, priority support); Enterprise: Custom pricing

Visit Vidbyte → · Alternatives to Vidbyte → · How this was measured →