Data & Analytics

Frugal Tokens

Last updated 2026-08-19 · benchmark measured 2026-08-19 — deterministic & reproducible

Frugal Tokens is a usage and spend analytics dashboard for AI agent sessions.

Is Frugal Tokens production-ready?

Legit.Show scores Frugal Tokens 58 out of 100 — the simple average of its 6 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Frugal Tokens (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Standards; its weakest is Discoverability. 6 of the seven frames returned a score; Accessibility was not measurable on this service and is recorded as null — not as zero. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 80/100
• Accessibility — not measurable on this service (null — not scored as 0)
• Security — 45/100
• Privacy — 25/100
• Reliability — 75/100
• Standards — 100/100
• Discoverability — 25/100

What we measured

• Security headers present: X-Content-Type-Options, Referrer-Policy.
• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 124 ms to first byte.
• 1 of 1 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: sitemap.

Who it's for

AI application developers · Cost optimization teams · DevOps engineers · AI product managers

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