Cited research

Independent, published measurements of anti-bot efficacy. We cite these for real-world bypass rates rather than generating them ourselves.

• Akamai Bot Manager — Scrapfly — Akamai bypass (bypass 97%)
  Self-reported by Scrapfly (commercial bypass API) — vendor marketing figure, not independently verified (captured 2026-08-14).
• Akamai Bot Manager — techinz/browsers-benchmark
  Independent open-source browser-automation benchmark; per-engine bypass rates vary.
• Cloudflare Bot Management — techinz/browsers-benchmark
  Independent open-source browser-automation benchmark; per-engine bypass rates vary.
• Cloudflare Bot Management — Scrapfly — Cloudflare bypass (bypass 98%)
  Self-reported by Scrapfly (commercial bypass API) — vendor marketing figure, not independently verified (captured 2026-08-14).
• DataDome — Scrapfly — DataDome bypass (bypass 96%)
  Self-reported by Scrapfly, a commercial scraping/bypass API — vendor marketing figure, not independently verified (captured 2026-08-14).
• DataDome — FP-Inconsistent (arXiv 2406.07647)
  Independent academic measurement of fingerprint inconsistencies in evasive bot traffic; analyses DataDome's detection.
• DataDome — techinz/browsers-benchmark
  Independent open-source browser-automation benchmark; per-engine bypass rates vary.
• Fingerprint (FingerprintJS) — Proof-of-Human bot benchmarking
  Independent benchmark; detection rates 33-87% across reCAPTCHA v3, hCaptcha, Turnstile, Fingerprint Pro.
• Kasada — Scrapfly — Kasada bypass (bypass 94%)
  Self-reported by Scrapfly (commercial bypass API) — vendor marketing figure, not independently verified (captured 2026-08-14).
• Kasada — techinz/browsers-benchmark
  Independent open-source browser-automation benchmark; per-engine bypass rates vary.