# CyberSaint CyberStrong vs SAFE Security: 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; two named SAFE Security. Page: https://it-ai-index.com/security/cyber-risk-quantification/cybersaint-cyberstrong-vs-safe-security/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| CyberSaint CyberStrong | 25% | #1 of 6 | 0% | 26 | 13 of 14 |
| SAFE Security | 8% | #3 of 6 | 32% | 40 | 12 of 14 |

## The direct prompt, model by model

- GLM 4.7 FlashX: both first (first choices: CyberSaint CyberStrong, SAFE Security) (alternatives: Axio, Balbix, LogicGate Risk Cloud, RiskLens, UpGuard)
- 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)
- 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)
- GPT-5.4 mini: safe security first (first choices: SAFE Security) (alternatives: Kovrr, ThreatConnect Risk Quantifier)
- 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)

## 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 SAFE Security

- "such as Kovrr, Safe Security, and Axio) are generally out of reach, as their annual licensing fees frequently scale into the tens or hundreds of thousands of dollars" (Gemini 3.5 Flash, budget prompt, soft negative)
- "Safe Security (post-RiskLens acquisition) | ⚠️ Moderate | Partially black-box methodology; auditability of underlying assumptions varies" (DeepSeek V4 Flash, negative prompt, soft negative)
- "Caveat: It can be expensive and may require more administrative overhead to configure properly compared to Kovrr or Axio." (Gemini 3.5 Flash, direct prompt, soft negative)
- "The only enterprise platform purpose-built on the FAIR (Factor Analysis of Information Risk) framework... Ranked leader in the 2025 Forrester CRQ Wave" (Kimi K2, comparative prompt, first choice)
- "Safe Security leads the 2025 Forrester CRQ Wave after acquiring RiskLens, consolidating FAIR-native quantification with real-world data integration." (Mistral Small, comparative prompt, first choice)
- "Cloud-first enterprises that want CRQ wired into daily security operations lean Safe Security; its integration depth is the widest in the category." (Claude Haiku 4.5, comparative prompt, first choice)

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.