AI SOC agents · November 2026 Edition
Prophet Security vs Huntress Managed EDR
One of fourteen models named Prophet Security first on the direct prompt; zero named Huntress Managed EDR. Prophet Security was named by twelve of the fourteen models and Huntress Managed EDR by nine and Prophet Security carries 23 labels and Huntress Managed EDR 11, so the shares are not directly comparable.
Named in three categories this edition.
Named in seven categories this edition.
First-choice share10%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 10; printed, not drawn.
Labels2311A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Prophet Security reading right to left. Rank and label count are printed, not drawn.Dropzone AI was named alongside these two in eleven of the fourteen direct answers. Dropzone AI vs Prophet Security · Dropzone AI vs Huntress Managed EDR · UnderDefense Agentic AI SOC vs Prophet Security
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.
Prophet SecurityFirst choices, of fourteen modelsHuntress Managed EDR
Direct10
Paraphrase30
Comparative00
Budget-constrained04
Scale-constrained10
Negative00
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 Prophet Security 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 | | | |
Prophet Security Huntress Managed EDR first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prophet Security on the left and Huntress Managed EDR on the right.The direct prompt
The plain question, one answer per model, grouped by where Prophet Security and Huntress Managed EDR stood in it.
Prophet Security first, Huntress Managed EDR not the choice
1 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
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Kimi K2Dropzone AI alternatives: Huntress Managed EDR, Radiant Security, UnderDefense MAXI
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Radiant Security, UnderDefense MAXI alternatives: Arctic Wolf, Dropzone AI
GPT-5.4 miniCrowdStrike Charlotte AI alternatives: Google Security Operations' agentic SOC, Microsoft Security Copilot
Perplexity SonarArctic Wolf Aurora Agentic SOC alternatives: Dropzone AI, Intezer AI SOC, Microsoft Security Copilot, Radiant Security, 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
DeepSeek V4 FlashUnderDefense Agentic AI SOC alternatives: Arctic Wolf, Dropzone AI
Llama 4 Maverickno first choice
Qwen 3.7 FlashDropzone AI alternatives: CrowdStrike Charlotte AI, Microsoft Security Copilot, Torq AI SOC Platform, UnderDefense Agentic AI SOC
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
GPT-6 LunaDropzone AI alternatives: Google Security Operations, Microsoft Defender XDR, Microsoft Sentinel
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
Huntress Managed EDR leads by eighteen points.
Huntress Managed EDR18%#2 of 12Prophet Security0%#8 of 12Mid-marketThe figures above
The order flips: Prophet Security leads at mid-market.
Prophet Security10%#3 of 10Huntress Managed EDR8%#4 of 10Enterprise
Huntress Managed EDR is not named for this buyer.
Prophet Security6%#4 of 13Huntress Managed EDR—not namedWhat the models said about Prophet Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
“Start with Prophet Security or Dropzone AI for a 30-90 day pilot on your noisiest alert sources.” Kimi K2 · paraphrase prompt · first choice
“I recommend Prophet Security as the top choice for an AI SOC analyst focused on alert triage.” Grok 4.20 · paraphrase 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 Prophet SecurityDropzone AI vs Huntress Managed EDRUnderDefense Agentic AI SOC vs Prophet SecurityUnderDefense Agentic AI SOC vs Huntress Managed EDRProphet Security vs CrowdStrike Charlotte AIProphet Security vs Microsoft Security CopilotProphet Security vs Radiant SecurityHuntress 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.