# FairCRQ: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/faircrq

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 11% | 2 | 0% | 8 |

## What the models said for it

- "The best cyber risk quantification tool for a company with a limited budget is FairCRQ, a free, browser-based tool" (Llama 4 Maverick, Cyber risk quant)
- "the best starting point is FairCRQ if you mainly need basic, board-ready financial estimates" (Perplexity Sonar, Cyber risk quant)
- "FairCRQ is the best starting point — it's free, uses the industry-standard FAIR framework" (DeepSeek V4 Flash, Cyber risk quant)
- "Non-technical / fastest to value: FairCRQ free plan for quick board-ready loss estimates" (Muse Glimmer 30B, 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 | 1 | 0 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named FairCRQ, from 32 of the 32 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 24
- itechguides.com: 24
- github.com: 21
- g2.com: 19
- corecyber.io: 16
- vcisolite.com: 14
- techtarget.com: 13
- securityboulevard.com: 12
- complyjet.com: 11
- linkedin.com: 10

### Pages cited

- https://itechguides.com/best/cyber-risk-quantification-tools: 24
- https://www.gane.ai/index/it/security/cyber-risk-quantification/smb: 23
- https://g2.com/categories/cyber-risk-quantification-crq-tools: 17
- https://corecyber.io/: 16
- https://github.com/AwpDemon/cyber-risk-quant: 16
- https://vcisolite.com/blog/crq-tools-and-platforms-2026: 14
- https://techtarget.com/news/Cyber-risk-quantification-challenges-and-tools-that-can-help/836979: 13
- https://complyjet.com/blog/best-risk-assessment-tools: 11

## 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.