AI SOC agents · November 2026 Edition
Dropzone AI vs Prophet Security
Six of fourteen models named Dropzone AI first on the direct prompt; one named Prophet Security. Dropzone AI was named by fourteen of the fourteen models and Prophet Security by twelve and Dropzone AI carries 47 labels and Prophet Security 23, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories this edition.
First-choice share35%10%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#3A position in a field of 10; printed, not drawn.
Labels4723A 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 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 modelsProphet Security
Direct61
Paraphrase113
Comparative40
Budget-constrained001 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 Prophet Security were named in the same answer sixty-two times, of the 140 answers naming Dropzone AI and the 69 naming Prophet Security. In those answers Prophet Security took the first choice three times and Dropzone AI nineteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Dropzone AI and Prophet Security 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 Prophet Security first choice named as an alternative argued againstblank: not namedEach cell is one answer, Dropzone AI on the left and Prophet Security on the right.The direct prompt
The plain question, one answer per model, grouped by where Dropzone AI and Prophet Security stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Gemini 3.5 FlashDropzone AI, Prophet Security alternatives: CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot, SentinelOne Purple AI, Torq AI SOC Platform
Dropzone AI first, Prophet Security not the choice
5 of 14 modelsProphet Security was named in the answer but not as the choice, or not at all.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 thirty-three points.
Dropzone AI33%#1 of 12Prophet Security0%#8 of 12Mid-marketThe figures above
Dropzone AI leads by twenty-five points.
Dropzone AI35%#1 of 10Prophet Security10%#3 of 10Enterprise
Dropzone AI leads by twenty-four points.
Dropzone AI31%#1 of 13Prophet Security6%#4 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 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
Also compared
Dropzone AI vs UnderDefense Agentic AI SOCDropzone AI vs Huntress Managed EDRDropzone AI vs CrowdStrike Charlotte AIDropzone AI vs Microsoft Security CopilotDropzone AI vs Radiant SecurityUnderDefense Agentic AI SOC vs Prophet SecurityProphet Security vs Huntress Managed EDRProphet Security vs CrowdStrike Charlotte AIProphet Security vs Microsoft Security CopilotProphet Security 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.