| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| API security platforms | Security operations | 2% | 11 of 93 | 20% | 20 | accepted challenger | |
| API gateways | Developer platform | 0% | 37 of 66 | 0% | 1 | under 10 labels · led by Kong Gateway at 53% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 1 | 1 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“For a mid-sized B2B company, I'd recommend Cloudflare API Shield (part of their broader API protection suite).” Grok 4.1 Fast · API security · paraphrase prompt · first choice
“Choose Cloudflare if you need a quick, cost-effective solution to protect the entry point of your application” GLM 4.7 FlashX · API security · comparative prompt · alternative
“If you are already using Cloudflare for DNS or CDN, adding API Shield is a no-brainer.” Qwen 3.7 Flash · API security · paraphrase prompt · alternative
“Affordable entry-level pricing - Includes API gateway, rate limiting, DDoS protection” MiniMax M2.5 · API security · direct prompt · alternative
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.
“If you use cloud-delivery platforms (like Cloudflare, Fastly, or Akamai) on their basic, entry-level, or pro tiers, do not assume your APIs are safe.” Gemini 3.5 Flash · API security · negative prompt · soft negative
“Some platforms (like Cloudflare and Salt) use volumetric licensing - This can lead to unexpected cost spikes as API traffic grows” MiniMax M2.5 · API security · negative prompt · soft negative
“user reviews frequently cite a steep learning curve and complex interface” Qwen 3.7 Flash · API security · negative prompt · soft negative
“often bundle API security but aren't purely API-centric” Grok 4.1 Fast · API security · comparative 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 58 of the 62 answers that named Cloudflare API Shield and are not a share of its labels.
228 of the 228 domain citations in answers naming Cloudflare API Shield came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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.
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 API Shield's own pages state, read October 5, 2026: developers.cloudflare.com/api-shield, blog.cloudflare.com/introducing-api-shield, blog.cloudflare.com/api-management-metrics, blog.cloudflare.com/tag/api-shield, cloudflare.com/products/api-shield. 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 API Shield'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 API Shield, 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 API Shield by email, built from the raw record of the edition. It shows: