# Azure WAF: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 2 categories by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/azure-waf

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Web application firewalls](https://www.gane.ai/index/it/network/web-application-firewalls/index.md) | 0% | 11 | 25% | 16 |
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 0% | 101 | 100% | 1 |

## What the models said for it

- "Your app is on Azure and you want protection integrated with its traffic delivery and load-balancing services." (GPT-6 Luna, WAF)
- "AWS WAF + Shield or Azure WAF (if you're heavily in one cloud)." (Grok 4.20, WAF)
- "Best for Applications Hosted in the Cloud: AWS WAF / Azure WAF" (Gemini 3.5 Flash, WAF)
- "Native integration with your cloud provider, pay‑as‑you‑go" (MiniMax M2.5, WAF)

## And against it

- "basic default AWS WAF or Azure WAF rules) without fine-tuning either block legitimate traffic or miss application-specific flaws" (Gemini 3.5 Flash, WAF)
- "WAFs sold exclusively by Cloud Infrastructure providers (e.g., AWS WAF, Azure WAF, Google Cloud Armor)... Vendor Lock-in Risk" (Qwen 3.7 Flash, WAF)
- "extremely high false positive rate of 54.242%, potentially blocking legitimate requests and disrupting normal operations" (Claude Haiku 4.5, WAF)
- "Trade-off: High security quality (97.5% true positive) but very high false positive rate (54.4%)" (Kimi K2, WAF)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 0 | 1 | 3 |
| 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 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Azure WAF, from 49 of the 61 answers that named it (only the models that return a source list).

### Domains cited

- imperva.com: 22
- fastly.com: 14
- geekflare.com: 14
- wafplanet.com: 12
- akamai.com: 11
- cloudflare.com: 11
- developers.cloudflare.com: 11
- g2.com: 11
- openappsec.io: 11
- checkpoint.com: 9

### Pages cited

- https://geekflare.com/guides/best-web-application-firewall: 14
- https://imperva.com/products/web-application-firewall-waf: 11
- https://developers.cloudflare.com/waf: 9
- https://cybersecuritynews.com/best-web-application-firewall-waf: 8
- https://openappsec.io/post/best-waf-solutions-in-2024-2025-real-world-comparison: 8
- https://checkpoint.com/cyber-hub/cloud-security/what-is-web-application-firewall/the-top-5-waf-providers: 7
- https://expertinsights.com/network-security/the-top-web-application-firewalls: 7
- https://guptadeepak.com/tools/top-5-waf-web-application-firewall-tools-2026: 7

## In its own words

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


## 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.