Ten of fourteen models named CyberSaint CyberStrong first on the direct prompt; two named SAFE Security. CyberSaint CyberStrong was named by thirteen of the fourteen models and SAFE Security by twelve and CyberSaint CyberStrong carries 26 labels and SAFE Security 40, 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 SAFE Security were named in the same answer thirty-four times, of the 54 answers naming CyberSaint CyberStrong and the 116 naming SAFE Security. In those answers SAFE Security took the first choice thirteen times and CyberSaint CyberStrong seven.
| 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.
“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
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.