# Risk Cloud Quantify: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/risk-cloud-quantify

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 0% | 69 | 0% | 1 |

## What the models said for it

- "Other options include Risk Cloud Quantify" (Llama 4 Maverick, Cyber risk quant)

## 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 | 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 | 1 | 0 | 0 | 1 |
| 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 Risk Cloud Quantify, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- itechguides.com: 5
- gane.ai/index: 4
- securityboulevard.com: 4
- g2.com: 3
- vcisolite.com: 3
- palomarr.com: 2
- riskaware.io: 2
- ar5iv.arxiv.org: 1
- cams.mit.edu: 1
- corecyber.io: 1

### Pages cited

- https://itechguides.com/best/cyber-risk-quantification-tools: 5
- https://www.gane.ai/index/it/security/cyber-risk-quantification/smb: 4
- https://g2.com/categories/cyber-risk-quantification-crq-tools: 3
- https://securityboulevard.com/2026/08/best-cybersecurity-risk-assessment-software-for-grc-teams-in-2026: 3
- https://vcisolite.com/blog/crq-tools-and-platforms-2026: 3
- https://palomarr.com/cs/risk-quantification/top-companies: 2
- https://riskaware.io/cybersecurity-risk-assessment-tools: 2
- https://ar5iv.arxiv.org/html/2408.16124: 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.