Four of fourteen models named Axio360 first on the direct prompt; two named SAFE Security. Axio360 was named by eight of the fourteen models and SAFE Security by twelve and Axio360 carries 18 labels and SAFE Security 29, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the cyber risk quantification page.
Across every category in the November 2026 Edition, Axio360 and SAFE Security were named in the same answer twenty-seven times, of the 48 answers naming Axio360 and the 117 naming SAFE Security. In those answers SAFE Security took the first choice five times and Axio360 five.
| Model | DirectAX | ParaphraseAX | ComparativeAX | Budget-constrainedAX | Scale-constrainedAX | NegativeAX |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AX | AX | AX | |||
| Perplexity Sonar | ||||||
| Grok 4.20 | AX | AX | AX | |||
| Mistral Small | AX | |||||
| DeepSeek V4 Flash | AX | AX | ||||
| Llama 4 Maverick | AX | |||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | AX | AX | AX | |||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | AX | AX | ||||
| Muse Glimmer 30B | AX | AX |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“often start at thousands to tens of thousands per year (plus potential consulting), making them unsuitable for tight budgets” Grok 4.20 · budget prompt · soft negative
“For most mid-market B2B companies, Axio360 represents the best balance of capability, executive communication value, and reasonable cost.” DeepSeek V4 Flash · direct prompt · first choice
“Forrester's first CRQ Wave recently ranked RiskLens and Axio as leaders” Kimi K2 · comparative prompt · first choice
“Axio360 — *Best Overall for Pragmatic Setup & Board/CFO Reporting*” Gemini 3.5 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise tools like SAFE Security, Axio, or Balbix if budget is tight” DeepSeek V4 Flash · budget prompt · hard negative
“Expensive, fully licensed FAIR platforms (like early versions of RiskLens or SAFE Security) for organizations that don’t have dedicated risk analysts.” Qwen 3.7 Flash · negative prompt · soft negative
“Traditional, enterprise-grade CRQ platforms (e.g., Safe Security (SAFE One), Kovrr, Axio) - generally not recommended for B2B SMBs.” Llama 4 Maverick · negative prompt · soft negative
“Strongest for FAIR methodology, broad security-tool integrations, and continuous quantification” Perplexity Sonar · comparative prompt · first choice
“my default recommendation for a mid-sized B2B company would be: 1) Safe Security” GPT-5.4 mini · paraphrase prompt · first choice
“I recommend starting with CyberSaint CyberStrong or Safe Security” Kimi K2 · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.