# AI SOC agents: what AI models recommend, October 2026

IT AI Recommendation Index, October 2026 Edition. Asked as "AI SOC agent" and as "AI SOC analyst for alert triage", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://it-ai-index.com/security/ai-soc-agents/

**Standing:** Dropzone AI (tied with Radiant Security) leads with 24% of first choices; verdict contested. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Dropzone AI | 24% | 2% | 40 |
| 2 | Radiant Security | 24% | 3% | 29 |
| 3 | SentinelOne Purple AI | 4% | 7% | 14 |
| 4 | Prophet Security | 2% | 0% | 24 |
| 5 | Torq | 2% | 5% | 20 |
| 6 | Intezer AI SOC | 2% | 0% | 16 |
| 7 | Microsoft Security Copilot | 2% | 7% | 14 |
| 8 | CrowdStrike Charlotte AI | 0% | 0% | 14 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Radiant Security; alternatives Conifers CognitiveSOC, Dropzone AI, Stellar Cyber Open XDR
- GPT-5.4 mini: Torq AI SOC Platform; alternatives CrowdStrike Falcon, Google Security Operations, Panther
- Gemini 3.5 Flash: Dropzone AI; alternatives Intezer AI SOC, Prophet Security, Radiant Security
- Perplexity Sonar: Radiant Security; alternatives Dropzone AI, Stellar Cyber Open XDR
- Grok 4.1 Fast: Dropzone AI, Prophet Security, Radiant Security; alternatives Arctic Wolf, Huntress Managed EDR, Microsoft Security Copilot
- Mistral Small: Radiant Security, SentinelOne Purple AI
- DeepSeek V4 Flash: Radiant Security, UnderDefense; alternatives Dropzone AI, Microsoft Security Copilot + Sentinel
- Llama 4 Maverick: Radiant Security; alternatives SentinelOne Purple AI
- Qwen 3.7 Flash: SentinelOne Purple AI; alternatives Radiant Security
- Kimi K2: Radiant Security; alternatives Dropzone AI, Stellar Cyber Open XDR, UnderDefense Agentic AI SOC
- GLM 4.7 FlashX: Radiant Security, UnderDefense MAXI AI SOC; alternatives Dropzone AI, Microsoft Security Copilot, Torq
- MiniMax M2.5: UnderDefense MAXI AI SOC; alternatives Radiant Security
- GPT-6 Luna: Dropzone AI; alternatives Microsoft Security Copilot, Prophet Security, Torq
- Muse Glimmer 30B: Radiant Security, UnderDefense

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- underdefense.com: 50 answers, 133 citations
- intezer.com: 38 answers, 78 citations
- resources.rework.com: 28 answers, 32 citations
- swimlane.com: 28 answers, 31 citations
- securityboulevard.com: 22 answers, 30 citations
- d3security.com: 20 answers, 30 citations
- github.com: 19 answers, 26 citations
- reliaquest.com: 19 answers, 25 citations

Pages named in the most answers:

- https://intezer.com/blog/top-15-ai-soc-platforms-in-2026 (25 answers)
- https://resources.rework.com/tools/ai-agents/best-ai-agents-for-cybersecurity-2026 (25 answers)
- https://underdefense.com/blog/ai-soc-for-mid-market (24 answers)
- https://underdefense.com/blog/most-affordable-ai-soc-platforms (22 answers)
- https://swimlane.com/blog/best-ai-soc-platforms (21 answers)
- https://intezer.com/guides/ai-soc/how-to-compare-agentic-soc-platforms (17 answers)
- https://intezer.com/guides/ai-soc/mid-sized-enterprises (14 answers)
- https://paloaltonetworks.com/cyberpedia/ai-soc-tools-comparison (13 answers)
- https://underdefense.com/blog/agentic-soc-platforms (13 answers)
- https://underdefense.com/blog/ai-soc-for-smb (13 answers)

## Warned against

- BlinkOps: 1 of 2 labels negative. "What to Avoid: "The Enterprise Giants" ... too heavy and expensive for a lean mid-market team." (Gemini 3.5 Flash, direct prompt)
- CrowdStrike Charlotte: 1 of 1 labels negative. "Siloed EDR/SIEM Copilots (e.g., Microsoft Copilot for Security, CrowdStrike Charlotte AI) ... too heavy and expensive for a lean mid-market team." (Gemini 3.5 Flash, direct prompt)
- Microsoft Copilot: 1 of 1 labels negative. "Siloed EDR/SIEM Copilots (e.g., Microsoft Copilot for Security, CrowdStrike Charlotte AI) ... these ecosystem-locked tools lose their investigative depth." (Gemini 3.5 Flash, direct prompt)
- Radiant Security: 1 of 29 labels negative. "Radiant is likely no longer a viable standalone choice for a typical mid-sized B2B stack." (Gemini 3.5 Flash, paraphrase prompt)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.