Infrastructure & DevOps

TrustAI

Last updated 2026-07-27 · benchmark measured 2026-08-15 — deterministic & reproducible

TrustAI is an inference engine that cuts LLM costs by running prefill on a small model and decode on a large one.

Is TrustAI production-ready?

Legit.Show scores TrustAI 79 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on TrustAI (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 — 99/100
• Accessibility — 96/100
• Security — 45/100
• Privacy — 25/100
• Reliability — 100/100
• Standards — 100/100
• Discoverability — 90/100

What we measured

• Security headers present: HSTS.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 133 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

AI teams · LLM developers · Companies running inference at scale · API builders

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