# CyberSaint CyberStrong vs RiskLens: which do AI models recommend for cyber risk quant, October 2026

IT AI Recommendation Index, October 2026 Edition, Cyber risk quantification. Ten of fourteen models named CyberSaint CyberStrong first on the direct prompt; zero named RiskLens. Page: https://it-ai-index.com/security/cyber-risk-quantification/cybersaint-cyberstrong-vs-risklens/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| CyberSaint CyberStrong | 25% | #1 of 6 | 0% | 26 | 13 of 14 |
| RiskLens | 2% | #5 of 6 | 37% | 27 | 13 of 14 |

## The direct prompt, model by model

- Perplexity Sonar: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: RiskLens, SAFE One)
- Grok 4.1 Fast: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: Cyber Quant, Maxxsure, vCISO Lite)
- Mistral Small: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong, Maxxsure) (alternatives: RiskLens)
- DeepSeek V4 Flash: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: Axio, SAFE Security, vCISO Lite)
- Llama 4 Maverick: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: Axio, Maxxsure, RiskLens)
- Qwen 3.7 Flash: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong, Maxxsure) (alternatives: Black Kite, RiskLens)
- Kimi K2: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: Axio, Maxxsure)
- GLM 4.7 FlashX: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong, SAFE Security) (alternatives: Axio, Balbix, LogicGate Risk Cloud, RiskLens, UpGuard)
- MiniMax M2.5: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: Bitsight, Black Kite, Kovrr, LogicGate Risk Cloud, UpGuard)
- Muse Glimmer 30B: cybersaint cyberstrong first (first choices: CyberSaint CyberStrong) (alternatives: Maxxsure, RiskLens, SAFE Security)
- Gemini 3.5 Flash: neither first, one named (first choices: Kovrr) (alternatives: Axio, CyberSaint CyberStrong)
- GPT-6 Luna: neither first, one named (first choices: Axio360) (alternatives: CyberSaint CyberStrong, SAFE Security)
- Claude Haiku 4.5: neither named (first choices: Cyrisma) (alternatives: Black Kite, Maxxsure, SAI360)
- GPT-5.4 mini: neither named (first choices: SAFE Security) (alternatives: Kovrr, ThreatConnect Risk Quantifier)

## What the models said about CyberSaint CyberStrong

- "Often highlighted as the most accessible CRQ platform for mid-market organizations, with pricing starting around $30,000 annually." (MiniMax M2.5, direct prompt, first choice)
- "CyberSaint is the most accessible CRQ platform for mid-market organizations, with pricing starting around $30,000 annually." (Muse Glimmer 30B, direct prompt, first choice)
- "I'd suggest starting with CyberSaint if budget is a primary concern and you want an accessible entry point" (MiniMax M2.5, paraphrase prompt, first choice)

## What the models said about RiskLens

- "transparent pricing compared to most enterprise CRQ tools (like RiskLens or SAFE Security) that typically start at $25K–$200K+ annually" (DeepSeek V4 Flash, budget prompt, soft negative)
- "RiskLens (traditional FAIR implementation), manual FAIR assessments ... Heavy reliance on manual FAIR; resource-intensive" (Kimi K2, negative prompt, soft negative)
- "Enterprise tools like RiskLens, LogicGate, or Balbix are powerful but start at $10K+/year, so skip unless scaling up." (Grok 4.1 Fast, budget prompt, soft negative)
- "One of the most established FAIR-native CRQ platforms... references enterprise-grade RiskLens as a benchmark tool" (GPT-5.4 mini, comparative prompt, first choice)
- "RiskLens - a pioneer in FAIR methodology, best for FAIR-based quantification." (Llama 4 Maverick, budget prompt, first choice)
- "RiskLens is the gold standard for those who want rigorous, scientifically backed quantification... Caveat: Ensure you get the right pricing tier" (Qwen 3.7 Flash, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.