One of fourteen models named Prophet Security first on the direct prompt; zero named Microsoft Security Copilot. Prophet Security was named by twelve of the fourteen models and Microsoft Security Copilot by ten and Prophet Security carries 24 labels and Microsoft Security Copilot 14, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 AI SOC agents page.
Across every category in the October 2026 Edition, Prophet Security and Microsoft Security Copilot were named in the same answer nineteen times, of the 72 answers naming Prophet Security and the 56 naming Microsoft Security Copilot. In those answers Microsoft Security Copilot took the first choice zero times and Prophet Security seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | MS | |||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | MS | |||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | MS | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | MS | |||||
| 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.
“Start with Dropzone AI, Prophet Security, or Radiant Security if building in-house capability” Grok 4.1 Fast · direct prompt · first choice
“Have a mixed tool stack and want full autonomy? Look at Prophet Security.” DeepSeek V4 Flash · comparative prompt · first choice
“For a mixed-vendor stack, compare Dropzone, Prophet, and Qevlar.” GPT-6 Luna · comparative 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.
“assists with queries but more copilot-like than fully agentic” Grok 4.1 Fast · comparative prompt · soft negative
“Best low-budget pick: Microsoft Security Copilot—if your company already has Microsoft 365 E5 or E7.” GPT-6 Luna · budget prompt · first choice
“If your stack is fully Microsoft, this is the most seamless option—but it's more of a prompt-based assistant with growing autonomy” DeepSeek V4 Flash · comparative prompt · alternative
“Pick Microsoft Security Copilot or CrowdStrike Charlotte AI if your SOC already standardizes on those ecosystems.” Perplexity Sonar · comparative 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.