Productivity

SnapFood

Last updated 2026-09-02 · benchmark measured 2026-09-02 — deterministic & reproducible

AI tool that counts calories and plans meals from a photo of food or ingredients.

Is SnapFood production-ready?

Legit.Show scores SnapFood 85 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on SnapFood (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 95/100
• Accessibility — 93/100
• Security — 45/100
• Privacy — 75/100
• Reliability — 100/100
• Standards — 100/100
• Discoverability — 87/100

What we measured

• Security headers present: HSTS.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 288 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.

Who built it

product account @snapfood

Who it's for

Home cooks · Health-conscious eaters · Diet trackers · Meal planners · Fitness enthusiasts

Pricing

Free plan with 1,000 monthly credits; Starter Pack $3.90 (10,000 credits); Chef Pack $12.90 (30,000 credits)

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