# Palo Alto Networks: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 40 judge labels across 14 categories by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/palo-alto-networks

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 35 | 0% | 8 |
| [Microsegmentation](https://www.gane.ai/index/it/network/microsegmentation/index.md) | 0% | 19 | 0% | 7 |
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 24 | 0% | 4 |
| [Certificate lifecycle management](https://www.gane.ai/index/it/identity/certificate-lifecycle-management/index.md) | 0% | 26 | 0% | 4 |
| [Extended detection and response](https://www.gane.ai/index/it/security/extended-detection-and-response/index.md) | 0% | 56 | 50% | 4 |
| [Application security posture management](https://www.gane.ai/index/it/developer/application-security-posture-management/index.md) | 0% | 27 | 0% | 3 |
| [Digital risk protection](https://www.gane.ai/index/it/security/digital-risk-protection/index.md) | 0% | 36 | 0% | 2 |
| [DNS filtering](https://www.gane.ai/index/it/network/dns-filtering/index.md) | 0% | 61 | 50% | 2 |
| [AI SOC agents](https://www.gane.ai/index/it/security/ai-soc-agents/index.md) | 0% | 99 | 100% | 1 |
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 0% | 86 | 0% | 1 |
| [Breach and attack simulation](https://www.gane.ai/index/it/security/breach-and-attack-simulation/index.md) | 0% | 73 | 0% | 1 |
| [Penetration testing as a service](https://www.gane.ai/index/it/security/penetration-testing-as-a-service/index.md) | 0% | 68 | 0% | 1 |
| [Privileged access management](https://www.gane.ai/index/it/identity/privileged-access-management/index.md) | 0% | 76 | 100% | 1 |
| [Telemetry pipelines](https://www.gane.ai/index/it/operations/telemetry-pipelines/index.md) | 0% | 50 | 0% | 1 |

## What the models said for it

- "Palo Alto pioneered the XDR category... Unrivaled network telemetry integration and top-tier prevention rates" (Gemini 3.5 Flash, XDR)
- "Prioritize established vendors with strong track records (e.g., those integrating with existing tools like Palo Alto, CrowdStrike, or Microsoft Defender" (Grok 4.20, AI security)
- "Palo Alto Networks Cortex Xpanse is described as Active + passive hybrid discovery with scope covering EASM, CAASM, cloud APIs, containers." (Muse Glimmer 30B, ASM)
- "Use dedicated observability/telemetry pipeline tools (e.g., from Cribl, Chronosphere, Mezmo, Edge Delta, or Palo Alto Networks)" (Grok 4.20, Telemetry pipelines)

## And against it

- "Do not buy enterprise tools (like Palo Alto Networks or Zscaler) yet." (Qwen 3.7 Flash, DNS filtering)
- "the market leader, gold standard, but historically heaviest to deploy. Strongest in very large enterprises." (DeepSeek V4 Flash, PAM)
- "High-end solutions (like CrowdStrike or Palo Alto Networks) are excellent but often carry high price tags" (Qwen 3.7 Flash, XDR)
- "shine in their own stacks but can be painful/expensive to integrate elsewhere" (Grok 4.20, XDR)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 5 | 0 | 5 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 1 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 3 | 3 | 8 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 2 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Palo Alto Networks, from 91 of the 116 answers that named it (only the models that return a source list).

### Domains cited

- checkpoint.com: 22
- g2.com: 17
- gartner.com: 15
- paloaltonetworks.com: 14 (its own site)
- securityboulevard.com: 14
- csoonline.com: 12
- gane.ai/index: 12
- github.com: 12
- forrester.com: 11
- start.paloaltonetworks.com: 11 (its own site)

### Pages cited

- https://checkpoint.com/cyber-hub/tools-vendors/best-ai-security-companies-in-2026: 12
- https://cyble.com/knowledge-hub/top-attack-surface-management-services: 9
- https://powerdmarc.com/best-dns-security-solutions: 8
- https://appviewx.com/blogs/best-certificate-lifecycle-management-software-2026: 7
- https://csoonline.com/article/4041891/aspm-buyers-guide-seven-products-to-help-secure-your-applications.html: 6
- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-ai-soc-enterprise.md: 6
- https://trust3.ai/blog/3-ai-security-companies-ranked-for-enterprise-use: 6
- https://aimultiple.com/xdr-solutions: 5

## In its own words

What Palo Alto Networks's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: a new breed of intelligence to detect and prevent (https://unit42.paloaltonetworks.com/palo-alto-networks-provides-new-breed-intelligence-detect-prevent)
- For: customers and partners (https://unit42.paloaltonetworks.com/palo-alto-networks-provides-new-breed-intelligence-detect-prevent)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.