Cloudflare Bot Management

cdn-bot-manager · Cloudflare · public (NET)

Marketing claims

No claim captured yet.

Claim archaeology — what has been marketed, and when

Monthly Wayback snapshots of the 1 page listed below, read back to 2019. A number reaches this timeline only after the sentence around it was read and judged to be Cloudflare Bot Management describing its own product. Those judgements were made by an AI model (claude-opus-5) and have not yet been checked by a person. Every one is published with the quote it was made from and the reason it was made, so you can check it against the archived page yourself. Numbers that turned out to be customer case studies, uptime SLAs or traffic-composition stats are listed further down — recorded, not published. Nothing is inferred between two dated snapshots.

Claim publishedRead, claim not thereNo readable evidence

Decision latency

0.3ms

20192020202120222023202420252026

One cell per calendar month, from monthly Wayback snapshots of the pages listed below. A filled block is a month whose archived snapshot carried that number. A gap is a month where we read a page that has carried this claim and the claim was not on it. Hatching is a month we cannot speak for — no snapshot exists, the archiver was served a bot wall instead of the page, or the page that carries this claim was not among the ones archived that month. Values are never carried across a gap.

Decision latency — every change, with its citation

Period	Months	What the archived page said	Archived
Jan 2019 – Feb 2022	38	No decision latency claim in 35 months where we read a page that has carried it; 3 further months had no readable snapshot	—
Mar 2022 – May 2023	15	0.3ms …required. Lowest Latency Cloudflare Bot Management delivers ultra low-latency bot defenses, with median latency of 0.3 milliseconds or less. Our bot management performance keeps applications in the fast lane. Rich Analytics and Logs…	first · last
Jun 2023 – Aug 2026	39	No decision latency claim in 3 months where we read a page that has carried it; 36 further months had no readable snapshot	—

No publishable claim was found on these pages for: detection accuracy, coverage, false-positive rate. Numbers we found and held back are listed below.

Found on these pages, not published as a claim

Our extractor pulled these numbers out of the same snapshots. Each was held back: a number bound to a metric is not automatically the vendor claiming a capability, and treating it as one would score Cloudflare Bot Management against something it never said.

Number	Seen	What it actually is	Archived
0.01%	2019-04 – 2023-04 49 months	not a vendor claim a named customer testimonial, not Cloudflare describing its own product …Their mitigation strategies block bots without impacting real users - our false-positive rate is now less than 0.01%." Tony Bruess Engineer Forrester named Cloudflare a “Strong Performer” in bot management Cloudflare was named a…	link

Pages excavated

Page	Era	Months probed	Months read
www.cloudflare.com/products/bot-management/ 2019-01 – 2026-08	current	92	53

“Months read” counts snapshots we actually retrieved and searched.

Sanctioned test surfaces

Surface	Type	Tier	Basis
Own CF-proxied site (Turnstile free + Bot Management)	self-deploy-free	B	We own the site + CF account

A — vendor invites testing · B — our own deployment · C — passive observation

Our test results

No sanctioned runs recorded yet.

Real-world challenge rate (passive, anonymized)

Across 44 sites detected running Cloudflare Bot Management, this is what a default automated client met:

34%

46%

21%

ServedChallengedBlocked

Challenge rate 45.5% — 95% CI 32–60% (±14pp, n=44). A wide interval means a small sample; read it accordingly.

Site identities are not published. This measures whether a vanilla client is challenged — no bypass performed.

Detection is by CDN fingerprint, so “served” means the site sits behind Cloudflare Bot Management but a default bot was not actively challenged — CDN presence is not proof the paid bot-management product is engaged. The challenged + blocked share is where protection actively fired.

Cited external benchmarks

Scrapfly — Cloudflare bypass — reported bypass 98%
Self-reported by Scrapfly (commercial bypass API) — vendor marketing figure, not independently verified (captured 2026-08-14).
techinz/browsers-benchmark
Independent open-source browser-automation benchmark; per-engine bypass rates vary.

We cite these rather than generating real-world bypass numbers against non-consenting production systems. Commercial-vendor figures are self-reported marketing claims, flagged as such above — treat them as the ceiling a paying bypass service advertises.