Lifestyle & Other

Real Body Fat

Last updated 2026-08-23 · benchmark measured 2026-08-23 — deterministic & reproducible

AI-based body fat estimation tool with a free Navy tape calculator.

Is Real Body Fat production-ready?

Legit.Show scores Real Body Fat 86 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Real Body Fat (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 98/100
• Accessibility — 100/100
• Security — 25/100
• Privacy — 100/100
• Reliability — 100/100
• Standards — 92/100
• Discoverability — 90/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 138 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.
• Discoverable: structured data, OpenGraph image, canonical URL.

Who it's for

Fitness enthusiasts · Athletes · People tracking body composition · Gym-goers · Individuals managing fitness goals

Pricing

$5 for 10 scans ($0.50 per scan) or $15 one-time for unlimited scans; 1 free scan daily; 100% money-back guarantee

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