Six of fourteen models named Dropzone AI first on the direct prompt; one named CrowdStrike Charlotte AI. Both were named by all fourteen models and Dropzone AI carries 47 labels and CrowdStrike Charlotte AI 28, so the shares are not directly comparable.
Named in two 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 AI SOC agents page.
Across every category in the November 2026 Edition, Dropzone AI and CrowdStrike Charlotte AI were named in the same answer seventy-one times, of the 140 answers naming Dropzone AI and the 90 naming CrowdStrike Charlotte AI. In those answers CrowdStrike Charlotte AI took the first choice four times and Dropzone AI twenty-five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Five of six in this category shown.
“CIOPages' buyer guide points out that Dropzone AI explicitly states it does not provide a vendor-provided human safety driver.” GLM 4.7 FlashX · negative prompt · soft negative
“starting around $36K/year — only worth it if you have a mid-sized budget” DeepSeek V4 Flash · budget prompt · soft negative
“Dropzone AI (for quickest ROI) or Prophet Security (for high transparency and optional 24/7 human coverage) are currently top candidates” Gemini 3.5 Flash · direct prompt · first choice
“Dropzone AI – Leading in autonomous Tier 1 alert triage, replicating elite analyst investigation techniques and enabling fast deployment.” Mistral Small · comparative prompt · first choice
“Currently considered a leader in the autonomous, software-only space... Choose Dropzone AI if you have a crowded inbox/dashboard” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid or deprioritize high-end ones like ... CrowdStrike Charlotte AI” Grok 4.20 · budget prompt · hard negative
“products like CrowdStrike Charlotte AI were showing 0% first-choice share in that edition with limited labels” Muse Glimmer 30B · negative prompt · soft negative
“generally less specialized/autonomous than the pure-play startups above for a standalone mid-sized setup” Grok 4.20 · paraphrase prompt · soft negative
“I'd lean CrowdStrike Charlotte AI if you already use CrowdStrike for endpoint/identity/cloud security” GPT-5.4 mini · direct prompt · first choice
“If your endpoint protection is dominated by Falcon, Charlotte AI provides deep visibility and automated response capabilities” Qwen 3.7 Flash · direct prompt · alternative
“| 4 | CrowdStrike Charlotte AI | 0% but strong presence | Trained on elite analyst judgment, ecosystem-native |” MiniMax M2.5 · 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.