Four of fourteen models named Picus Security Validation Platform first on the direct prompt; zero named Infection Monkey. Picus Security Validation Platform was named by fourteen of the fourteen models and Infection Monkey by nine and Picus Security Validation Platform carries 63 labels and Infection Monkey 11, 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 breach and attack simulation page.
Across every category in the November 2026 Edition, Picus Security Validation Platform and Infection Monkey were named in the same answer thirty-one times, of the 164 answers naming Picus Security Validation Platform and the 39 naming Infection Monkey. In those answers Infection Monkey took the first choice seven times and Picus Security Validation Platform zero.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | IM | |||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | IM | |||||
| 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.
“such as SafeBreach, Picus Security, and enterprise AttackIQ) typically cost anywhere from $20,000 to over $100,000 annually” Gemini 3.5 Flash · budget prompt · soft negative
“starts around $30,000/year — manageable if you get a smaller asset count, but still not "limited budget" territory” DeepSeek V4 Flash · budget prompt · soft negative
“Other options to consider are Cymulate, Picus Security, SafeBreach, and Pentera, but they may have higher pricing.” Llama 4 Maverick · budget prompt · soft negative
“Picus Security — Strong on comprehensive attack simulation across vectors, excellent reporting, and mitigation guidance. Often praised for usability and ROI focus.” Grok 4.20 · scale prompt · first choice
“Picus stands out for providing ready-to-implement vendor-specific prevention signatures and actionable remediation.” Kimi K2 · comparative prompt · first choice
“For a mid-sized B2B company, Picus Security is the strongest recommendation for security control validation.” DeepSeek V4 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“it's generally less polished and more DIY than commercial platforms” GPT-5.4 mini · budget prompt · soft negative
“Infection Monkey is the easiest free option for hands-on breach simulation and lateral movement mapping.” Muse Glimmer 30B · budget prompt · first choice
“Free for basic use; focuses on lateral movement, breach simulation, and self-propagation testing.” Grok 4.20 · budget prompt · alternative
“Cost: Free (GPL-3.0) ... Tests network segmentation and lateral movement” Kimi K2 · budget 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.