Cymulate vs Horizon3.ai NodeZero
Eight of fourteen models named Cymulate first on the direct prompt; zero named Horizon3.ai NodeZero. Cymulate was named by fourteen of the fourteen models and Horizon3.ai NodeZero by six and Cymulate carries 53 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.
By framing
CymulateFirst choices, of fourteen modelsHorizon3.ai NodeZero
Across every category in the October 2026 Edition, Cymulate and Horizon3.ai NodeZero were named in the same answer twenty-six times, of the 169 answers naming Cymulate and the 37 naming Horizon3.ai NodeZero. In those answers Horizon3.ai NodeZero took the first choice six times and Cymulate seven.
Every model, every framing
| 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 | | | |
Cymulate Horizon3.ai NodeZero first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cymulate on the left and Horizon3.ai NodeZero on the right.The direct prompt
Cymulate first, Horizon3.ai NodeZero not the choice
8 of 14 modelsHorizon3.ai NodeZero was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Cymulate10%#4 of 12Horizon3.ai NodeZero8%#6 of 12Cymulate24%#1 of 9Horizon3.ai NodeZero2%#7 of 9Cymulate24%#1 of 7Horizon3.ai NodeZero0%#– of 7What the models said about Cymulate
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“some enterprise users have noted that its dynamic reporting, user interface complexity, and third-party SIEM/EDR integrations can occasionally be unstable” Gemini 3.5 Flash · negative prompt · soft negative
“Integration Stability: Users frequently cite "integration issues" as a hurdle... Be cautious if your primary goal is automated remediation” Qwen 3.7 Flash · negative prompt · soft negative
“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
“Choose Cymulate or SafeBreach if you want a reliable, easy-to-use, and highly visible metric of overall security posture” Gemini 3.5 Flash · comparative prompt · first choice
“Cymulate is one of the most widely deployed BAS platforms, known for its broad enterprise validation capabilities.” DeepSeek V4 Flash · comparative prompt · first choice
“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
What the models said about Horizon3.ai NodeZero
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.