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Completely Automated Public Turing test to tell Computers and Humans Apart

CAPTCHA.

A challenge-response test designed to distinguish humans from automated bots — historically image or audio puzzles, increasingly invisible behavioral scoring that fires only on suspicious traffic.

The visible-CAPTCHA-as-standalone-defense era ended around 2020. ML solvers (and human-solver farms costing pennies per solve) defeat every visible challenge. Modern CAPTCHA value is in the telemetry it collects to score traffic — interaction patterns, browser characteristics, timing — used to gate higher-friction defenses for actually-suspicious requests.

Common questions

Are CAPTCHAs still effective in 2026?

What's the difference between reCAPTCHA v2 and v3?

Is Cloudflare Turnstile better than reCAPTCHA?

Related terms

In the guides

Last updated 2026-05-15.