# Signal Sciences: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/signal-sciences

## 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% | 47 | 0% | 2 |

## By model

| Model | First choice | Alternative | Mention | Warning | 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Signal Sciences, from 2 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- appdome.com: 1
- appsecsanta.com: 1
- bitdefender.com: 1
- developer.apple.com: 1
- developers.cloudflare.com: 1
- docs.aws.amazon.com: 1
- docs.onespan.com: 1
- f5.com: 1
- g2.com: 1
- gane.ai/index: 1

### Pages cited

- https://appdome.com/dev-sec-blog/avoid-the-hidden-costs-of-building-secure-mobile-apps: 1
- https://appsecsanta.com/mobile-security-tools: 1
- https://bitdefender.com/en-us/blog/hotforsecurity/the-security-for-apps-guide-to-read-before-downloading: 1
- https://developer.apple.com/app-store/review/guidelines: 1
- https://developers.cloudflare.com/waf: 1
- https://docs.aws.amazon.com/waf: 1
- https://docs.onespan.com/oapps/docs/oapps-android-release-version-6-0-2-patch-december-2023: 1
- https://docs.onespan.com/oapps/docs/oapps-ig-security-features-702-703: 1

## 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.