Ten of fourteen models named CyberSaint CyberStrong first on the direct prompt; zero named Axio. CyberSaint CyberStrong was named by thirteen of the fourteen models and Axio by twelve and CyberSaint CyberStrong carries 26 labels and Axio 32, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 October 2026 Edition, CyberSaint CyberStrong and Axio were named in the same answer thirty-five times, of the 54 answers naming CyberSaint CyberStrong and the 98 naming Axio. In those answers Axio took the first choice two times and CyberSaint CyberStrong nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Three of four in this category shown.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“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
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.