# AI SOC agents for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 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 an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/it/security/ai-soc-agents/2026-11/enterprise

**Standing:** Dropzone AI leads with 31% of first choices; verdict contested. 49 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) | 31% | 7% | 42 |
| 3 | [CrowdStrike Charlotte AI](https://www.gane.ai/index/it/vendors/crowdstrike-charlotte-ai/index.md) | 8% | 3% | 38 |
| 4 | [Torq AI SOC Platform](https://www.gane.ai/index/it/vendors/torq-ai-soc-platform/index.md) | 6% | 3% | 33 |
| 5 | [Prophet Security](https://www.gane.ai/index/it/vendors/prophet-security/index.md) | 6% | 0% | 18 |
| 6 | [Palo Alto Networks Cortex XSIAM](https://www.gane.ai/index/it/vendors/palo-alto-networks-cortex-xsiam/index.md) | 6% | 13% | 23 |
| 7 | [UnderDefense Agentic AI SOC](https://www.gane.ai/index/it/vendors/underdefense-agentic-ai-soc/index.md) | 6% | 7% | 15 |
| 8 | [Microsoft Security Copilot](https://www.gane.ai/index/it/vendors/microsoft-security-copilot/index.md) | 4% | 17% | 35 |
| 10 | [Intezer AI SOC](https://www.gane.ai/index/it/vendors/intezer-ai-soc/index.md) | 2% | 0% | 27 |
| 11 | [SentinelOne Purple AI](https://www.gane.ai/index/it/vendors/sentinelone-purple-ai/index.md) | 2% | 0% | 17 |
| 19 | [Google Security Operations](https://www.gane.ai/index/it/vendors/google-security-operations/index.md) | 0% | 0% | 17 |
| 20 | [ReliaQuest GreyMatter](https://www.gane.ai/index/it/vendors/reliaquest-greymatter/index.md) | 0% | 12% | 16 |
| 21 | [Swimlane Turbine](https://www.gane.ai/index/it/vendors/swimlane-turbine/index.md) | 0% | 7% | 15 |

Rank is by share of first choices among all 96 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: no first choice
- GPT-5.4 mini: Palo Alto Networks Cortex AgentiX; alternatives CrowdStrike Falcon, Google Security Operations
- Gemini 3.5 Flash: no first choice; alternatives CrowdStrike Charlotte AI, Dropzone AI, Google Security Operations, Microsoft Security Copilot
- Perplexity Sonar: Palo Alto Networks Cortex AgentiX; alternatives CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot, Prophet Security
- Grok 4.20: Palo Alto Networks Cortex XSIAM; alternatives CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot
- Mistral Small: Dropzone AI; alternatives Intezer AI SOC, Torq AI SOC Platform
- DeepSeek V4 Flash: CrowdStrike Charlotte AI; alternatives Dropzone AI, Microsoft Security Copilot + Sentinel, Palo Alto Networks Cortex XSIAM, Prophet Security
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Conifers CognitiveSOC; alternatives Palo Alto Networks Cortex XSIAM, SentinelOne Purple AI, Splunk Enterprise Security, Torq AI SOC Platform
- Kimi K2: Dropzone AI; alternatives CrowdStrike Charlotte AI, Intezer AI SOC, Microsoft Security Copilot, Torq AI SOC Platform
- GLM 4.7 FlashX: Conifers CognitiveSOC; alternatives Simbian AI-SOC Agent, Splunk Enterprise Security, Stellar Cyber Autonomous SOC, UnderDefense Agentic AI SOC
- MiniMax M2.5: Conifers CognitiveSOC; alternatives CrowdStrike Charlotte AI, Palo Alto Networks Cortex XSIAM, ReliaQuest GreyMatter, Swimlane Turbine
- GPT-6 Luna: Dropzone AI; alternatives Charlotte AI, Google SecOps Agentic SOC, Microsoft Security Copilot, Palo Alto Networks Cortex XSIAM
- Muse Glimmer 30B: Conifers CognitiveSOC; alternatives CrowdStrike Charlotte AI, Microsoft Sentinel with Security Copilot agents, Palo Alto Networks Cortex AgentiX, Palo Alto Networks Cortex XSIAM

## Sources the answers cite

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

- github.com: 41 answers, 55 citations
- underdefense.com: 31 answers, 63 citations
- stellarcyber.ai: 27 answers, 30 citations
- simbian.ai: 25 answers, 38 citations
- securityboulevard.com: 24 answers, 48 citations
- intezer.com: 23 answers, 37 citations
- reliaquest.com: 23 answers, 33 citations
- swimlane.com: 19 answers, 20 citations

Pages named in the most answers:

- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-ai-soc-enterprise.md (31 answers)
- https://reliaquest.com/cyber-knowledge/ai-soc-tools (20 answers)
- https://gane.ai/index/it/security/ai-soc-agents/enterprise (15 answers)
- https://resources.rework.com/tools/ai-agents/best-ai-agents-for-cybersecurity-2026 (15 answers)
- https://conifers.ai/blog/top-ai-soc-agents (14 answers)
- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-agentic-soc-platforms.md (14 answers)
- https://securityboulevard.com/2026/10/best-enterprise-ai-soc-platforms-compared-for-2026 (11 answers)
- https://swimlane.com/blog/best-ai-soc-platforms (11 answers)
- https://underdefense.com/blog/agentic-soc-platforms (11 answers)
- https://underdefense.com/blog/ai-soc-for-enterprise (11 answers)

## Warned against

- Microsoft Security Copilot: 6 of 35 labels negative. "Pure consumption/token-based models (e.g., some Microsoft Security Copilot or Palo Alto Cortex XSIAM deployments) can lead to unpredictable TCO" (Grok 4.20, budget prompt)
- Palo Alto Networks Cortex XSIAM: 3 of 23 labels negative. "can lead to unpredictable TCO as alert volumes or AI reasoning scale—especially risky for large companies" (Grok 4.20, budget prompt)
- Arctic Wolf: 2 of 2 labels negative. "Arctic Wolf: Forces proprietary vendor lock-in; requires replacing existing SIEM infrastructure" (Kimi K2, negative prompt)
- ReliaQuest GreyMatter: 2 of 16 labels negative. "ReliaQuest: Heavy reliance on AI agents but returns tickets without actionable answers" (Kimi K2, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Dropzone AI at 31%.

- Dropzone AI: 14% to 31%, +17. Cleared the floor by 6 points · rank 1 of 96, unchanged.
- UnderDefense Agentic AI SOC: 14% to 6%, −8. Inside the floor by 3 points · rank 2 → 7 of 96.
- Intezer AI SOC: 9% to 2%, −7. Inside the floor by 4 points · rank 3 → 10 of 96.
- Palo Alto Networks Cortex XSIAM: 0% to 6%, +6. Inside the floor by 5 points · rank 22 → 6 of 96.
- Panther: 4% to 0%, −4. Inside the floor by 7 points · rank 9 → 27 of 96.
- CrowdStrike Charlotte AI: 5% to 8%, +3. Inside the floor by 8 points · rank 6 → 3 of 96.
- Torq AI SOC Platform: 9% to 6%, −3. Inside the floor by 8 points · rank 4 of 96, unchanged.
- Microsoft Security Copilot: 7% to 4%, −3. Inside the floor by 8 points · rank 5 → 8 of 96.
- SentinelOne Purple AI: 0% to 2%, +2. Inside the floor by 9 points · rank 23 → 11 of 96.
- Google Security Operations: 2% to 0%, −2. Inside the floor by 9 points · rank 13 → 19 of 96.
- ReliaQuest GreyMatter: 2% to 0%, −2. Inside the floor by 9 points · rank 14 → 20 of 96.
- Splunk Enterprise Security: 2% to 0%, −2. Inside the floor by 9 points · rank 16 → 23 of 96.

## Record

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