AI SOC agents · November 2026 Edition
Dropzone AI vs UnderDefense Agentic AI SOC
Six of fourteen models named Dropzone AI first on the direct prompt; three named UnderDefense Agentic AI SOC. Dropzone AI was named by fourteen of the fourteen models and UnderDefense Agentic AI SOC by ten and Dropzone AI carries 47 labels and UnderDefense Agentic AI SOC 21, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share35%17%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 10; printed, not drawn.
Labels4721A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Dropzone AI reading right to left. Rank and label count are printed, not drawn.Dropzone AI vs Prophet Security · Dropzone AI vs Huntress Managed EDR · Dropzone AI vs CrowdStrike Charlotte AI
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Dropzone AIFirst choices, of fourteen modelsUnderDefense Agentic AI SOC
Direct63
Paraphrase110
Comparative41
Budget-constrained051 against Dropzone AI
Scale-constrained11
Negative001 against Dropzone AI
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Dropzone AI and UnderDefense Agentic AI SOC were named in the same answer fifty-two times, of the 140 answers naming Dropzone AI and the 70 naming UnderDefense Agentic AI SOC. In those answers UnderDefense Agentic AI SOC took the first choice nine times and Dropzone AI fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Dropzone AI and UnderDefense Agentic AI SOC stood in it.
| 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 | | | | |
Dropzone AI UnderDefense Agentic AI SOC first choice named as an alternative argued againstblank: not namedEach cell is one answer, Dropzone AI on the left and UnderDefense Agentic AI SOC on the right.The direct prompt
The plain question, one answer per model, grouped by where Dropzone AI and UnderDefense Agentic AI SOC stood in it.
Dropzone AI first, UnderDefense Agentic AI SOC an alternative
6 of 14 modelsUnderDefense Agentic AI SOC was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashDropzone AI, Prophet Security alternatives: CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot, SentinelOne Purple AI, Torq AI SOC Platform
Grok 4.20Dropzone AI alternatives: Microsoft Security Copilot + Sentinel, Torq AI SOC Platform, UnderDefense Agentic AI SOC
Mistral SmallDropzone AI alternatives: Microsoft Security Copilot, SentinelOne Singularity Endpoint, Torq AI SOC Platform
Qwen 3.7 FlashDropzone AI alternatives: CrowdStrike Charlotte AI, Microsoft Security Copilot, Torq AI SOC Platform, UnderDefense Agentic AI SOC
Kimi K2Dropzone AI alternatives: Huntress Managed EDR, Radiant Security, UnderDefense MAXI
GPT-6 LunaDropzone AI alternatives: Google Security Operations, Microsoft Defender XDR, Microsoft Sentinel
UnderDefense Agentic AI SOC first, Dropzone AI an alternative
3 of 14 modelsDropzone AI was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashUnderDefense Agentic AI SOC alternatives: Arctic Wolf, Dropzone AI
MiniMax M2.5UnderDefense Agentic AI SOC alternatives: Arctic Wolf, Dropzone AI, Radiant Security, eSentire
Muse Glimmer 30BUnderDefense Agentic AI SOC alternatives: Arctic Wolf, Conifers CognitiveSOC, CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot, eSentire
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Radiant Security, UnderDefense MAXI alternatives: Arctic Wolf, Dropzone AI
Perplexity SonarArctic Wolf Aurora Agentic SOC alternatives: Dropzone AI, Intezer AI SOC, Microsoft Security Copilot, Radiant Security, Torq AI SOC Platform
GLM 4.7 FlashXConifers CognitiveSOC alternatives: Dropzone AI, Microsoft Security Copilot
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniCrowdStrike Charlotte AI alternatives: Google Security Operations' agentic SOC, Microsoft Security Copilot
Llama 4 Maverickno first choice
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Dropzone AI leads by eighteen points.
Dropzone AI33%#1 of 12UnderDefense Agentic AI SOC16%#3 of 12Mid-marketThe figures above
Dropzone AI leads by seventeen points.
Dropzone AI35%#1 of 10UnderDefense Agentic AI SOC17%#2 of 10Enterprise
Dropzone AI leads by twenty-four points.
Dropzone AI31%#1 of 13UnderDefense Agentic AI SOC6%#6 of 13What the models said about Dropzone AI
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
What the models said about UnderDefense Agentic AI SOC
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best Overall Value (Managed & Predictable Pricing) UnderDefense Agentic AI SOC ... frequently cited as the top choice for SMBs” Qwen 3.7 Flash · budget prompt · first choice
“the most cost-predictable commercial agentic option in the current evaluations is UnderDefense Agentic AI SOC or Huntress” Muse Glimmer 30B · budget prompt · first choice
“The best AI SOC agent for a company with a limited budget is UnderDefense Agentic AI SOC.” Llama 4 Maverick · budget prompt · first choice
Also compared
Dropzone AI vs Prophet SecurityDropzone AI vs Huntress Managed EDRDropzone AI vs CrowdStrike Charlotte AIDropzone AI vs Microsoft Security CopilotDropzone AI vs Radiant SecurityUnderDefense Agentic AI SOC vs Prophet SecurityUnderDefense Agentic AI SOC vs Huntress Managed EDRUnderDefense Agentic AI SOC vs CrowdStrike Charlotte AIUnderDefense Agentic AI SOC vs Microsoft Security CopilotUnderDefense Agentic AI SOC vs Radiant SecurityAll twenty-one head-to-head pages and the full AI SOC agents standing
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.