# 7AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/7ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI SOC agents](https://www.gane.ai/index/it/security/ai-soc-agents/index.md) | 0% | 27 | 14% | 7 |

## What the models said for it

- "Rework more of the SOC operating model: look closely at 7AI and broader platform offerings." (GPT-6 Luna, AI SOC agents)
- "Broader platform approach can require more implementation and governance" (Perplexity Sonar, AI SOC agents)
- "An agentic security platform for SOC automation" (Mistral Small, AI SOC agents)

## And against it

- "flags Exaforce for limited independent validation and 7AI for a shorter enterprise history—not as proof of poor quality, but as reasons to demand stronger pilots" (Perplexity Sonar, AI SOC agents)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named 7AI, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- intezer.com: 9
- swimlane.com: 9
- underdefense.com: 9
- gane.ai/index: 8
- github.com: 8
- reliaquest.com: 6
- securityboulevard.com: 6
- simbian.ai: 6
- ciopages.com: 5
- g2.com: 5

### Pages cited

- https://swimlane.com/blog/best-ai-soc-platforms: 8
- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-ai-soc-enterprise.md: 6
- https://underdefense.com/blog/agentic-soc-platforms: 6
- https://ciopages.com/buyer-guides/ai-soc-agents: 5
- https://www.gane.ai/index/it/security/ai-soc-agents/enterprise: 5
- https://reliaquest.com/cyber-knowledge/ai-soc-tools: 5
- https://resources.rework.com/tools/ai-agents/best-ai-agents-for-cybersecurity-2026: 5
- https://simbian.ai/blog/ai-soc-companies: 5

## In its own words

What 7AI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI SOC Agents & Agentic Security Platform (https://7ai.com/)
- For: security teams (https://7ai.com/)
- Certifications: SOC 2 Type II
- Customers named: DXC Technology, Duck Creek Technologies, Cole, Scott & Kissane, Abacus Insights

## What it publishes

Every page 7ai.com exposes, read 2026-10-05: 217 addresses. By kind, pages and the last 90 days:

- blog: 85 pages, 11 in the last 90 days, latest 2026-10-02
- case study: 3 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 9 pages, 0 in the last 90 days, latest 2025-05-29
- podcast or video: 2 pages, 0 in the last 90 days, latest undated
- news or press: 9 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-02 blog: Glm 5 3 open weight exploit development https://blog.7ai.com/glm-5-3-open-weight-exploit-development
- Recent: 2026-09-24 blog: 7ai is a finalist for the 2026 sinet innovator award. heres why sinet matters https://blog.7ai.com/7ai-is-a-finalist-for-the-2026-sinet-innovator-award.-heres-why-sinet-matters
- Recent: 2026-09-21 blog: Why security teams are rethinking the siem https://blog.7ai.com/why-security-teams-are-rethinking-the-siem
- Recent: 2026-09-14 blog: Anthropics threat report details on ai driven attack https://blog.7ai.com/anthropics-threat-report-details-on-ai-driven-attack
- Recent: 2026-08-26 blog: Human driven ai execution https://blog.7ai.com/human-driven-ai-execution
- Recent: 2026-08-20 blog: Black hat 2026 foundational ai security proven in production https://blog.7ai.com/black-hat-2026-foundational-ai-security-proven-in-production

## 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.