# Prophet Security vs Torq: which do AI models recommend for AI SOC agents, October 2026

IT AI Recommendation Index, October 2026 Edition, AI SOC agents. One of fourteen models named Prophet Security first on the direct prompt; zero named Torq. Page: https://it-ai-index.com/security/ai-soc-agents/prophet-security-vs-torq/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Prophet Security | 2% | #4 of 8 | 0% | 24 | 12 of 14 |
| Torq | 2% | #5 of 8 | 5% | 20 | 13 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: prophet security first (first choices: Dropzone AI, Prophet Security, Radiant Security) (alternatives: Arctic Wolf, Huntress Managed EDR, Microsoft Security Copilot)
- Gemini 3.5 Flash: neither first, one named (first choices: Dropzone AI) (alternatives: Intezer AI SOC, Prophet Security, Radiant Security)
- GLM 4.7 FlashX: neither first, one named (first choices: Radiant Security, UnderDefense MAXI AI SOC) (alternatives: Dropzone AI, Microsoft Security Copilot, Torq)
- GPT-6 Luna: neither first, one named (first choices: Dropzone AI) (alternatives: Microsoft Security Copilot, Prophet Security, Torq)
- Claude Haiku 4.5: neither named (first choices: Radiant Security) (alternatives: Conifers CognitiveSOC, Dropzone AI, Stellar Cyber Open XDR)
- GPT-5.4 mini: neither named (first choices: Torq AI SOC Platform) (alternatives: CrowdStrike Falcon, Google Security Operations, Panther)
- Perplexity Sonar: neither named (first choices: Radiant Security) (alternatives: Dropzone AI, Stellar Cyber Open XDR)
- Mistral Small: neither named (first choices: Radiant Security, SentinelOne Purple AI)
- DeepSeek V4 Flash: neither named (first choices: Radiant Security, UnderDefense) (alternatives: Dropzone AI, Microsoft Security Copilot + Sentinel)
- Llama 4 Maverick: neither named (first choices: Radiant Security) (alternatives: SentinelOne Purple AI)
- Qwen 3.7 Flash: neither named (first choices: SentinelOne Purple AI) (alternatives: Radiant Security)
- Kimi K2: neither named (first choices: Radiant Security) (alternatives: Dropzone AI, Stellar Cyber Open XDR, UnderDefense Agentic AI SOC)
- MiniMax M2.5: neither named (first choices: UnderDefense MAXI AI SOC) (alternatives: Radiant Security)
- Muse Glimmer 30B: neither named (first choices: Radiant Security, UnderDefense)

## What the models said about Prophet Security

- "Start with Dropzone AI, Prophet Security, or Radiant Security if building in-house capability" (Grok 4.1 Fast, direct prompt, first choice)
- "Have a mixed tool stack and want full autonomy? Look at Prophet Security." (DeepSeek V4 Flash, comparative prompt, first choice)
- "For a mixed-vendor stack, compare Dropzone, Prophet, and Qevlar." (GPT-6 Luna, comparative prompt, first choice)

## What the models said about Torq

- "What to Avoid: "The Enterprise Giants" ... too heavy and expensive for a lean mid-market team." (Gemini 3.5 Flash, direct prompt, hard negative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.