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

Gane 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. Page: https://www.gane.ai/index/it/security/ai-soc-agents/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/security/ai-soc-agents/index.md

**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

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Dropzone AI](https://www.gane.ai/index/it/vendors/dropzone-ai/index.md) | 24% | 2% | 40 |
| 2 | [Radiant Security](https://www.gane.ai/index/it/vendors/radiant-security/index.md) | 24% | 3% | 29 |
| 3 | [UnderDefense Agentic AI SOC](https://www.gane.ai/index/it/vendors/underdefense-agentic-ai-soc/index.md) | 13% | 0% | 12 |
| 4 | [Torq AI SOC Platform](https://www.gane.ai/index/it/vendors/torq-ai-soc-platform/index.md) | 4% | 5% | 21 |
| 5 | [SentinelOne Purple AI](https://www.gane.ai/index/it/vendors/sentinelone-purple-ai/index.md) | 4% | 7% | 14 |
| 8 | [Prophet Security](https://www.gane.ai/index/it/vendors/prophet-security/index.md) | 2% | 0% | 25 |
| 9 | [Intezer AI SOC](https://www.gane.ai/index/it/vendors/intezer-ai-soc/index.md) | 2% | 0% | 16 |
| 10 | [Microsoft Security Copilot](https://www.gane.ai/index/it/vendors/microsoft-security-copilot/index.md) | 2% | 7% | 15 |
| 22 | [CrowdStrike Charlotte AI](https://www.gane.ai/index/it/vendors/crowdstrike-charlotte-ai/index.md) | 0% | 0% | 15 |

Rank is by share of first choices among all 99 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## 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 4.20: 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 Agentic AI SOC; 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 Agentic AI SOC; alternatives Dropzone AI, Microsoft Security Copilot, Torq AI SOC Platform
- MiniMax M2.5: UnderDefense Agentic AI SOC; alternatives Radiant Security
- GPT-6 Luna: Dropzone AI; alternatives Microsoft Security Copilot, Prophet Security, Torq AI SOC Platform
- Muse Glimmer 30B: Radiant Security, UnderDefense Agentic AI SOC

## 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://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/it.