Developer Tools

Pulse

Last updated 2026-07-29 · benchmark measured 2026-08-09 — deterministic & reproducible

Pulse visualizes model internals as live heatmaps to diagnose training failures.

Is Pulse production-ready?

Legit.Show scores Pulse 62 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Pulse (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; its weakest is Discoverability. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 85/100
• Accessibility — 92/100
• Security — 45/100
• Privacy — 25/100
• Reliability — 92/100
• Standards — 82/100
• Discoverability — 15/100

What we measured

• Security headers present: HSTS.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 1135 ms to first byte.
• Returns a proper 404 for unknown routes.
• 0 of 0 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who it's for

ML engineers · AI researchers · Model developers · Deep learning practitioners

Pricing

Free during beta

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