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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Axio | 6% | #4 of 6 | 16% | 32 | 12 of 14 |
| RiskLens | 2% | #5 of 6 | 37% | 27 | 13 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: neither first, one named (first choices: Kovrr) (alternatives: Axio, CyberSaint CyberStrong)
- Perplexity Sonar: neither first, one named (first choices: CyberSaint CyberStrong) (alternatives: RiskLens, SAFE One)
- Mistral Small: neither first, one named (first choices: CyberSaint CyberStrong, Maxxsure) (alternatives: RiskLens)
- 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)
- Qwen 3.7 Flash: neither first, one named (first choices: CyberSaint CyberStrong, Maxxsure) (alternatives: Black Kite, RiskLens)
- Kimi K2: neither first, one named (first choices: CyberSaint CyberStrong) (alternatives: Axio, Maxxsure)
- GLM 4.7 FlashX: neither first, one named (first choices: CyberSaint CyberStrong, SAFE Security) (alternatives: Axio, Balbix, LogicGate Risk Cloud, RiskLens, UpGuard)
- 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)
- GPT-5.4 mini: neither named (first choices: SAFE Security) (alternatives: Kovrr, ThreatConnect Risk Quantifier)
- Grok 4.1 Fast: neither named (first choices: CyberSaint CyberStrong) (alternatives: Cyber Quant, Maxxsure, vCISO Lite)
- MiniMax M2.5: neither named (first choices: CyberSaint CyberStrong) (alternatives: Bitsight, Black Kite, Kovrr, LogicGate Risk Cloud, UpGuard)
- GPT-6 Luna: neither named (first choices: Axio360) (alternatives: CyberSaint CyberStrong, SAFE Security)

## 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)

## 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.