AI & Agents

Dog or Not

Last updated 2026-08-18 · benchmark checked 2026-09-22 · unchanged since 2026-08-18 — deterministic & reproducible

A simple tool that identifies whether an image contains a dog or not.

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To cite this score: legit.show/s/dog-or-not-lite-6wpv8vensby5c-us-east-1-cs-a/2026-09-22. That address never changes; this page moves with every re-measure.

Legit.Show scored Dog or Not 66/100 on 2026-09-22, measured across all 7 frames from its public surface. legit.show/s/dog-or-not-lite-6wpv8vensby5c-us-east-1-cs-a/2026-09-22

Is Dog or Not production-ready?

Legit.Show scores Dog or Not 66 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Dog or Not (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Performance; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 100/100
• Accessibility — 95/100
• Security — 25/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 92/100
• Standards — 92/100
• Discoverability — 35/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 510 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

Pet owners · Developers · AI enthusiasts · Image recognition testers

Sources and updates

Description

Taken from dog-or-not-lite.6wpv8vensby5c.us-east-1.cs.amazonlightsail.com's own website on 2026-08-18.

Benchmark

Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-09-22.

Put together from public information, without Dog or Not's involvement. If anything here is wrong, tell us and a person will check it.

Visit Dog or Not → · Alternatives to Dog or Not → · How this was measured →