| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| DDoS protection | Network and edge | 0% | 11 of 51 | 7% | 15 | accepted challenger |
| Web application firewalls | Network and edge | 0% | 74 of 87 | 38% | 8 | under 10 labels · led by Cloudflare at 55% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.1 Fast | 0 | 1 | 2 | 1 | 4 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Google Cloud Armor — standard tier starts around $5/policy/month plus usage fees” DeepSeek V4 Flash · DDoS · budget prompt · alternative
“using AWS Shield or Cloud Armor is a no-brainer due to the integration benefits” Claude Haiku 4.5 · DDoS · comparative prompt · alternative
“Google Cloud Armor is GCP's equivalent (~$3,000/mo for Premium tier)” DeepSeek V4 Flash · DDoS · comparative prompt · alternative
“or Google Cloud Armor Standard if you're already on those platforms” GPT-5.4 mini · DDoS · budget 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.
“tied strictly to their respective ecosystems ... Use them only if you are 100% committed to staying on that specific cloud platform” Qwen 3.7 Flash · WAF · negative prompt · soft negative
“warns to be cautious with major cloud providers like AWS, GCP, Azure, and Oracle Cloud when relying on them for DDoS defense alone” Perplexity Sonar · DDoS · negative prompt · soft negative
“High false positives (57%); fail-open on large payloads.” Grok 4.1 Fast · WAF · negative prompt · soft negative
“Google Cloud Armor | ✅ Vulnerable” Kimi K2 · WAF · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 47 of the 57 answers that named Google Cloud Armor and are not a share of its labels.
187 of the 187 domain citations in answers naming Google Cloud Armor came from somebody else's page.
Pages are listed as the models cited 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 Google Cloud Armor'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 Google Cloud Armor, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at google.dev is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.