AI SOC agents · November 2026 Edition
Dropzone AI vs Huntress Managed EDR
Six of fourteen models named Dropzone AI first on the direct prompt; zero named Huntress Managed EDR. Dropzone AI was named by fourteen of the fourteen models and Huntress Managed EDR by nine and Dropzone AI carries 47 labels and Huntress Managed EDR 11, so the shares are not directly comparable.
Named in two categories this edition.
Named in seven categories this edition.
First-choice share35%8%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#4A position in a field of 10; printed, not drawn.
Labels4711A 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 UnderDefense Agentic AI SOC · Dropzone AI vs Prophet Security · 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 modelsHuntress Managed EDR
Direct60
Paraphrase110
Comparative40
Budget-constrained041 against Dropzone AI
Scale-constrained10
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Dropzone AI and Huntress Managed EDR 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 Huntress Managed EDR first choice named as an alternative argued againstblank: not namedEach cell is one answer, Dropzone AI on the left and Huntress Managed EDR on the right.The direct prompt
The plain question, one answer per model, grouped by where Dropzone AI and Huntress Managed EDR stood in it.
Dropzone AI first, Huntress Managed EDR an alternative
6 of 14 modelsHuntress Managed EDR 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
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.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
DeepSeek V4 FlashUnderDefense Agentic AI SOC alternatives: Arctic Wolf, Dropzone AI
GLM 4.7 FlashXConifers CognitiveSOC alternatives: Dropzone AI, Microsoft Security Copilot
MiniMax M2.5UnderDefense Agentic AI SOC alternatives: Arctic Wolf, Dropzone AI, Radiant Security, eSentire
Neither was named
3 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
Muse Glimmer 30BUnderDefense Agentic AI SOC alternatives: Arctic Wolf, Conifers CognitiveSOC, CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot, eSentire
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 sixteen points.
Dropzone AI33%#1 of 12Huntress Managed EDR18%#2 of 12Mid-marketThe figures above
Dropzone AI leads by twenty-seven points.
Dropzone AI35%#1 of 10Huntress Managed EDR8%#4 of 10Enterprise
Huntress Managed EDR is not named for this buyer.
Dropzone AI31%#1 of 13Huntress Managed EDR—not namedWhat 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 Huntress Managed EDR
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“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
Also compared
Dropzone AI vs UnderDefense Agentic AI SOCDropzone AI vs Prophet SecurityDropzone AI vs CrowdStrike Charlotte AIDropzone AI vs Microsoft Security CopilotDropzone AI vs Radiant SecurityUnderDefense Agentic AI SOC vs Huntress Managed EDRProphet Security vs Huntress Managed EDRHuntress Managed EDR vs CrowdStrike Charlotte AIHuntress Managed EDR vs Microsoft Security CopilotHuntress Managed EDR 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.