Zero of fourteen models named Pentera first on the direct prompt; zero named Horizon3.ai NodeZero. Pentera was named by thirteen of the fourteen models and Horizon3.ai NodeZero by six and Pentera carries 32 labels and Horizon3.ai NodeZero 12, so the shares are not directly comparable.
Named in three categories 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 breach and attack simulation page.
Across every category in the October 2026 Edition, Pentera and Horizon3.ai NodeZero were named in the same answer twenty-one times, of the 103 answers naming Pentera and the 37 naming Horizon3.ai NodeZero. In those answers Horizon3.ai NodeZero took the first choice six times and Pentera two.
| 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. Six of eight in this category shown.
“Industry-standard vendors like Cymulate or Pentera typically charge $50k–$100k+ annually, making them inaccessible for tight budgets.” Qwen 3.7 Flash · budget prompt · soft negative
“positioned more toward enterprise deployments, and review data suggests smaller orgs often run into pricing/contract challenges” GPT-5.4 mini · budget prompt · soft negative
“don't publish pricing and typically start at $30,000-$50,000+ annually, which may be prohibitive for smaller organizations” Kimi K2 · budget prompt · soft negative
“opt for "automated security validation" or highly-automated BAS vendors (e.g., Cymulate, Pentera, Picus, or Horizon3)” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend Pentera (formerly Pcysys) as a top security control validation tool.” Grok 4.1 Fast · paraphrase prompt · first choice
“I would recommend Pentera if your primary goal is security control validation” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“more polished but exceed "limited budget" ... Avoid them unless you have funding.” Grok 4.1 Fast · budget prompt · soft negative
“opt for "automated security validation" or highly-automated BAS vendors (e.g., Cymulate, Pentera, Picus, or Horizon3)” Gemini 3.5 Flash · scale prompt · first choice
“often cited as a strong BAS option for startups and small businesses due to its 30-day free trial and affordable pricing options” Claude Haiku 4.5 · budget prompt · alternative
“If you want to replace expensive manual penetration tests ... choose Horizon3.ai NodeZero” Gemini 3.5 Flash · paraphrase prompt · alternative
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.