# Seraphic Security: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/seraphic-security

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise browsers](https://www.gane.ai/index/it/security/enterprise-browsers/index.md) | 0% | 25 | 0% | 3 |

## What the models said for it

- "Choose Seraphic when advanced exploit prevention must span multiple existing browsers." (Perplexity Sonar, Enterprise browsers)

## 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| 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 Seraphic Security, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- akamai.com: 3
- cio.com: 2
- expertinsights.com: 2
- gbhackers.com: 2
- geekflare.com: 2
- growthmarketreports.com: 2
- island.io: 2
- paloaltonetworks.com: 2
- peerspot.com: 2
- pushsecurity.com: 2

### Pages cited

- https://akamai.com/blog/security/2024/sep/enterprise-browser: 2
- https://cio.com/article/250891/how-to-pick-the-best-browser-for-your-enterprise.html: 2
- https://expertinsights.com/web-security/the-top-enterprise-browsers: 2
- https://gbhackers.com/best-enterprise-browsers-compared: 2
- https://geekflare.com/guides/best-enterprise-browsers: 2
- https://growthmarketreports.com/report/enterprise-browser-market: 2
- https://island.io/article/top-secure-browsers-enterprise: 2
- https://paloaltonetworks.com/cyberpedia/how-to-choose-an-enterprise-browser: 2

## 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.