AI & Agents

GPTHumanizer

Last updated 2026-06-30 · benchmark measured 2026-08-09 — deterministic & reproducible

GPTHumanizer rewrites AI-generated text to read as human-written content.

Is GPTHumanizer production-ready?

Legit.Show scores GPTHumanizer 77 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on GPTHumanizer (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 — 51/100
• Accessibility — 96/100
• Security — 25/100
• Privacy — 75/100
• Reliability — 100/100
• Standards — 89/100
• Discoverability — 100/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 216 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, sitemap, OpenGraph image, canonical URL.

Who it's for

Students · Content creators · Marketers · Professionals · AI tool users

Pricing

Free tier available; Basic $4.99/month (5,000 words/month), Standard $9.99/month (30,000 words/month), Pro $14.99/month (unlimited words), Lifetime $99 one-time; API packs from $49

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