# CyberSaint CyberStrong: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 23 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/cybersaint-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) | 13% | 1 | 13% | 23 |

## What the models said for it

- "I'd recommend CyberSaint if you need a dedicated CRQ platform plus compliance and risk-framework mapping" (Perplexity Sonar, Cyber risk quant)
- "That is why Axio360 and CyberSaint are the names that dominate current buyer guides for mid-market B2B." (Muse Glimmer 30B, Cyber risk quant)
- "I recommend CyberSaint (often associated with CyberStrong) or Cyrisma." (Qwen 3.7 Flash, Cyber risk quant)
- "The best CRQ platform for a mid-sized B2B company is CyberSaint CyberStrong" (Llama 4 Maverick, Cyber risk quant)

## And against it

- "Avoid mid-market tools like CyberSaint ($30K–$80K) as they lack depth for thousands of users." (Muse Glimmer 30B, Cyber risk quant)
- "Mid-market tools like CyberSaint ... often criticized for lacking the depth and scalability required for organizations with thousands of users" (Mistral Small, Cyber risk quant)
- "Criticized as mid-market at $30K–$80K but "lacking depth" for organizations with thousands of users." (DeepSeek V4 Flash, Cyber risk quant)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 2 | 1 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 2 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 1 | 0 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named CyberSaint CyberStrong, from 68 of the 70 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 44
- securityboulevard.com: 42
- gane.ai/index: 34
- github.com: 26
- cybersaint.io: 24 (its own site)
- kovrr.com: 24
- techtarget.com: 22
- safe.security: 18
- startupstash.com: 17
- cyberdb.co: 16

### Pages cited

- https://g2.com/categories/cyber-risk-quantification-crq-tools: 40
- https://techtarget.com/news/Cyber-risk-quantification-challenges-and-tools-that-can-help/836979: 19
- https://github.com/Jagan96404/Cyber-Risk-Quantification: 18
- https://startupstash.com/best-cyber-risk-quantification-tools: 17
- https://cyberdb.co/what-are-the-best-platforms-for-quantifying-cyber-risk: 16
- https://www.gane.ai/index/it/security/cyber-risk-quantification/enterprise: 15
- https://corecyber.io/: 14
- https://www.gane.ai/index/it/security/cyber-risk-quantification/smb: 14

## In its own words

What CyberSaint CyberStrong's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The CyberStrong Platform enables enterprises to assess, measure, remediate, and communicate their cyber risk posture. (https://cybersaint.io/)
- For: enterprises (https://cybersaint.io/)
- Free plan or trial: Free Cyber Risk Analysis (https://cybersaint.io/)
- Customers named: IBM, Generac, Otsuka, Sunrun, BILL.com, Boston College

## What it publishes

Every page cybersaint.io exposes, read 2026-09-29: 791 addresses. By kind, pages and the last 90 days:

- blog: 390 pages, 0 in the last 90 days, latest undated
- case study: 11 pages, 0 in the last 90 days, latest undated
- conference or event: 12 pages, 0 in the last 90 days, latest undated
- comparison: 6 pages, 1 in the last 90 days, latest 2026-08-24
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 186 pages, 2 in the last 90 days, latest 2026-08-26
- news or press: 87 pages, 0 in the last 90 days, latest undated
- Recent: 2026-08-26 glossary or explainer: What is iso 42001 certification https://www.cybersaint.io/cybersecurity-frameworks-and-standards/glossary/what-is-iso-42001-certification
- Recent: 2026-08-24 comparison: Kpi vs kri which risk management indicator should you prioritize https://www.cybersaint.io/cybersecurity/cybersecurity-dashboard-and-reporting/glossary/kpi-vs-kri-which-risk-management-indicator-should-you-prioritize
- Recent: 2026-08-19 glossary or explainer: What is the owasp top 10 for llm and agentic ai https://www.cybersaint.io/cybersecurity-frameworks-and-standards/glossary/what-is-the-owasp-top-10-for-llm-and-agentic-ai
- Recent: 2026-05-28 glossary or explainer: What is graph neural network gnn https://www.cybersaint.io/cybersecurity/glossary/what-is-graph-neural-network-gnn
- Recent: 2026-05-28 glossary or explainer: What is a large language model llm https://www.cybersaint.io/cybersecurity/glossary/what-is-a-large-language-model-llm
- Recent: 2026-05-28 glossary or explainer: What is frontier ai https://www.cybersaint.io/cybersecurity/glossary/what-is-frontier-ai

## 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.