Three of fourteen models named Dropzone AI first on the direct prompt; zero named Microsoft Security Copilot. Dropzone AI was named by thirteen of the fourteen models and Microsoft Security Copilot by ten and Dropzone AI carries 40 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, Dropzone AI and Microsoft Security Copilot were named in the same answer thirty-nine times, of the 120 answers naming Dropzone AI and the 56 naming Microsoft Security Copilot. In those answers Microsoft Security Copilot took the first choice three times and Dropzone AI sixteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | MS | |||||
| 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. Four of five in this category shown.
“$36,000/year entry price ... likely not a limited-budget choice” GPT-6 Luna · budget prompt · soft negative
“Autonomous 24/7 alert investigation; collects evidence, classifies true/false positives with confidence scores, proposes responses. Best for high-volume alert reduction” Grok 4.1 Fast · comparative prompt · first choice
“I'd prioritize Dropzone AI because of its quick deployment, predictable pricing, pre-built integrations, and standalone nature” Claude Haiku 4.5 · paraphrase prompt · first choice
“Dropzone AI is specifically designed for this purpose, offering an AI agent that can autonomously handle alert triage 24/7” Mistral Small · 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.
“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.