| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Cloud-native application protection | Cloud and infrastructure | 0% | 57 of 57 | 100% | 3 | under 10 labels · led by Wiz at 46% |
| Endpoint protection | IT operations and endpoint | 0% | 57 of 99 | 0% | 1 | under 10 labels · led by Microsoft Defender for Cloud at 22% |
| SOAR platforms | Security operations | 0% | 44 of 49 | 100% | 1 | under 10 labels · led by Tines at 47% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 3 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
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.
“Why You Should Avoid Heavy Enterprise Platforms (e.g., Palo Alto's Cortex Cloud)... generally a poor fit for the mid-market” Gemini 3.5 Flash · CNAPP · direct prompt · hard negative
“Cons: Historically complex to manage, deploy, and license compared to pure-play agentless solutions.” Gemini 3.5 Flash · CNAPP · comparative prompt · soft negative
“exceptionally powerful but can sometimes be overly complex and heavy for a 500-person company” Gemini 3.5 Flash · CNAPP · scale prompt · soft negative
“powerful but usually too expensive and require significant engineering resources to set up” Qwen 3.7 Flash · SOAR · budget 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 10 of the 18 answers that named Palo Alto Networks Cortex Cloud and are not a share of its labels.
Thirty-seven of the thirty-seven domain citations in answers naming Palo Alto Networks Cortex Cloud 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 Palo Alto Networks Cortex Cloud'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 Palo Alto Networks Cortex Cloud, 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 palo.ai 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.