| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| DDoS protection | Network and edge | 82% | 1 of 58 | 6% | 69 | endorsed leader | ▼−9Since September 2026: 93% → 84%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Content delivery networks | Network and edge | 68% | 1 of 49 | 8% | 72 | endorsed leader | ▼−15Since September 2026: 80% → 65%, −15 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| DNS filtering | Network and edge | 0% | 11 of 94 | 0% | 9 | under 10 labels · led by DNSFilter at 59% | |
| Client-side protection | Security operations | 0% | 32 of 120 | 0% | 4 | under 10 labels · led by cside at 13% | |
| AI security platforms | Security operations | 0% | 61 of 233 | 0% | 3 | under 10 labels · led by SentinelOne Singularity at 11% | |
| Cloud hosting | Cloud and infrastructure | 0% | 51 of 85 | 50% | 2 | under 10 labels · led by Amazon Web Services at 32% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| DDI and IP address management | Network and edge | 0% | 40 of 115 | 0% | 1 | under 10 labels · led by BlueCat Micetro at 15% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| CDN | 80% | 65% | ▼−15Since September 2026: 80% → 65%, −15 points. Past the 11-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 1 of 49, unchanged |
| DDoS | 93% | 84% | ▼−9Since September 2026: 93% → 84%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 58, unchanged |
| DNS filtering | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 11 of 94, unchanged |
| Client-side protection | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 32 of 120, unchanged |
| AI security | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 61 of 233, unchanged |
| Cloud hosting | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 40 → 51 of 85 |
| DDI and IPAM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 40 of 115, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 8 | 1 | 2 | 2 | 13 |
| GPT-5.4 mini | 6 | 1 | 1 | 0 | 8 |
| Gemini 3.5 Flash | 11 | 0 | 2 | 0 | 13 |
| Perplexity Sonar | 7 | 1 | 0 | 1 | 9 |
| Grok 4.20 | 9 | 0 | 3 | 2 | 14 |
| Mistral Small | 5 | 0 | 4 | 1 | 10 |
| DeepSeek V4 Flash | 10 | 1 | 4 | 0 | 15 |
| Llama 4 Maverick | 3 | 0 | 3 | 1 | 7 |
| Qwen 3.7 Flash | 8 | 6 | 1 | 0 | 15 |
| Kimi K2 | 9 | 1 | 3 | 0 | 13 |
| GLM 4.7 FlashX | 8 | 1 | 2 | 2 | 13 |
| MiniMax M2.5 | 5 | 2 | 2 | 0 | 9 |
| GPT-6 Luna | 8 | 1 | 1 | 1 | 11 |
| Muse Glimmer 30B | 8 | 1 | 0 | 1 | 10 |
Verbatim evidence the judge attached to positive labels.
“Cloudflare is a strong all-around CDN and security platform for organizations that want acceleration, DNS, DDoS mitigation, WAF, Zero Trust services, and edge computing features in one ecosystem” Claude Haiku 4.5 · CDN · comparative prompt · first choice
“Cloudflare: *The "All-in-One" Choice.* Excellent if you want a massive feature set ... Great developer experience, but enterprise pricing negotiations can sometimes feel rigid.” Gemini 3.5 Flash · CDN · scale prompt · first choice
“the best default choice is usually Cloudflare because it combines broad CDN performance, strong built-in security, and a relatively accessible business tier” Perplexity Sonar · CDN · direct prompt · first choice
“look for established, globally distributed enterprise security providers (such as Cloudflare, Akamai, Imperva, Radware, AWS Shield, or Google Cloud Armor)” Gemini 3.5 Flash · DDoS · negative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“13 outages in 8 days (Aug 2026 report)—niche but avoid for mission-critical” Grok 4.20 · Cloud hosting · negative prompt · hard negative
“Cloudflare's lower tiers work well for basic volumetric attacks, but for sophisticated application-layer attacks, you will often need to upgrade to Enterprise or manually tune complex rate-limiting rules.” Claude Haiku 4.5 · DDoS · negative prompt · soft negative
“Over‑protective bot protection that flags legitimate users... When to be cautious: If your organization cannot tolerate even brief outages” GLM 4.7 FlashX · DDoS · negative prompt · soft negative
“Major outages (2024‑2025)... When to be cautious - If your application is mission‑critical, consider a multi‑CDN or fail‑over strategy.” GLM 4.7 FlashX · CDN · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 430 of the 480 answers that named Cloudflare and are not a share of its labels.
950 of the 1,043 domain citations in answers naming Cloudflare came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 690 | 71 | 2026-09-28 | SASE, SIEM | |
| Glossary or explainer | 458 | undated | SASE | ||
| Case study | 262 | undated | |||
| Report or ebook | 71 | 23 | 2026-09-28 | ||
| Template or tool | 46 | 12 | 2026-08-14 | ||
| Webinar or virtual event | 32 | 1 | 2026-07-22 | ||
| Podcast or video | 29 | undated | SASE | ||
| Comparison | 23 | 0 | 2026-06-30 | SASE | |
| News or press | 7 | undated | |||
| Conference or event | 5 | 0 | 2026-04-23 |
Every page cloudflare.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name SASE (11); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Cloudflare's own pages state, read September 28, 2026: cloudflare.com, cloudflare.com/plans, cloudflare.com/solutions/security, cloudflare.com/products/d1, cloudflare.com/case-studies. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Cloudflare's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Cloudflare, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Cloudflare by email, built from the raw record of the edition. It shows:
AI models recommend Cloudflare first in DDoS protection this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
AI models recommend Cloudflare first in Content delivery networks this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.