# SAFE Security vs Axio: which do AI models recommend for cyber risk quant, October 2026

IT AI Recommendation Index, October 2026 Edition, Cyber risk quantification. Two of fourteen models named SAFE Security first on the direct prompt; zero named Axio. Page: https://it-ai-index.com/security/cyber-risk-quantification/safe-security-vs-axio/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| SAFE Security | 8% | #3 of 6 | 32% | 40 | 12 of 14 |
| Axio | 6% | #4 of 6 | 16% | 32 | 12 of 14 |

## The direct prompt, model by model

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

## 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)

## What the models said about Axio

- "six-figure platform costs seen for enterprise tools such as Risk Cloud Quantify, Safe Security, Axio and RiskLens" (Muse Glimmer 30B, budget prompt, soft negative)
- "Dropped in Forrester rankings due to weak threat/vulnerability intelligence and slow feature rollouts." (Grok 4.1 Fast, negative prompt, soft negative)
- "GRC-integrated or asset-focused, but more enterprise-oriented ($75K+)" (Grok 4.1 Fast, direct prompt, soft negative)
- "the mid-market sweet spot in 2026 is Axio, specifically Axio360" (Muse Glimmer 30B, paraphrase prompt, first choice)
- "I'd start with Axio for a mid-sized B2B company" (GPT-6 Luna, paraphrase prompt, first choice)
- "Axio (Axio360) — *Best Overall for Mid-Market B2B*" (Gemini 3.5 Flash, paraphrase 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.