# CyberStrong: 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/cyberstrong

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 2% | 13 | 0% | 3 |

## What the models said for it

- "That is why Axio360 and CyberSaint are the names that dominate current buyer guides for mid-market B2B." (Muse Glimmer 30B, Cyber risk quant)
- "Consider CyberStrong instead if your main need is a combined compliance and risk-management platform" (GPT-6 Luna, Cyber risk quant)
- "CyberStrong (compliance tie-in)" (Grok 4.20, 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named CyberStrong, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- kovrr.com: 5
- cybersaint.io: 4
- fairinstitute.org: 4
- startupstash.com: 4
- axio.com: 3
- c-risk.com: 3
- g2.com: 3
- github.com: 3
- safe.security: 3
- securityboulevard.com: 3

### Pages cited

- https://startupstash.com/best-cyber-risk-quantification-tools: 4
- https://axio.com/: 3
- https://g2.com/categories/cyber-risk-quantification-crq-tools: 3
- https://kovrr.com/cyber-risk-quantification: 3
- https://axio.com/crq: 2
- https://breachsense.com/blog/cyber-risk-quantification: 2
- https://c-risk.com/crq-platform: 2
- https://cybersaint.io/cyber-risk/cyber-risk-quantification: 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.