# Umbrella: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud cost management](https://www.gane.ai/index/it/cloud/cloud-cost-management/index.md) | 0% | 67 | 0% | 1 |
| [DNS filtering](https://www.gane.ai/index/it/network/dns-filtering/index.md) | 0% | 51 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Umbrella, from 3 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- amnic.com: 1
- binadox.com: 1
- blog.openvpn.net: 1
- capterra.com.au: 1
- citadelsecops.com: 1
- cloudaware.com: 1
- cloudflare.com: 1
- comparitech.com: 1
- controlplane.com: 1

### Pages cited

- https://amnic.com/blogs/finops-tools: 1
- https://binadox.com/blog/cloud-cost-management-tools-comparison-top-10-platforms-for-us-enterprises-in-2025: 1
- https://blog.openvpn.net/best-sase-solution: 1
- https://capterra.com.au/software/1037200/todyl-security-platform: 1
- https://citadelsecops.com/reviews/best-dns-filtering-web-security: 1
- https://cloudaware.com/blog/cloud-cost-management-tools: 1
- https://cloudaware.com/blog/finops-tools: 1
- https://cloudflare.com/perspectives/4-sase-platforms-to-consider-when-moving-beyond-zscaler: 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.