# Safe Security – SAFE One / RiskLens: 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/safe-security-safe-one-risklens

## 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% | 46 | 0% | 1 |

## What the models said for it

- "Safe Security leads the 2025 Forrester CRQ Wave after acquiring RiskLens, combining the FAIR model's analytical rigor with automated telemetry ingestion from 50+ security tools" (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 | 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 | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Safe Security – SAFE One / RiskLens, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aviatrix.ai: 1
- bankinfosecurity.com: 1
- cyberdb.co: 1
- cybersaint.io: 1
- forrester.com: 1
- g2.com: 1
- github.com: 1
- riskpublishing.com: 1
- securityboulevard.com: 1
- sourceforge.net: 1

### Pages cited

- https://aviatrix.ai/learn-center/pqc/cyber-risk-quantification: 1
- https://bankinfosecurity.com/risklens-axio-lead-cyber-risk-quantification-forrester-wave-a-22833: 1
- https://cyberdb.co/what-are-the-best-platforms-for-quantifying-cyber-risk: 1
- https://cybersaint.io/blog/how-to-choose-the-right-cyber-risk-quantification-company-for-your-needs: 1
- https://forrester.com/report/buyers-guide-cyber-risk-quantification-solutions-2025/RES185356: 1
- https://forrester.com/report/the-cyber-risk-quantification-solutions-landscape-q4-2024/RES181855: 1
- https://g2.com/categories/cyber-risk-quantification-crq-tools: 1
- https://github.com/Jagan96404/Cyber-Risk-Quantification: 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.