# OSQuery: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/osquery

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 0% | 23 | 0% | 3 |
| [Unified endpoint management](https://www.gane.ai/index/it/operations/unified-endpoint-management/index.md) | 0% | 60 | 100% | 1 |

## What the models said for it

- "Best for Custom Solutions: Open-Source Stack - Completely free implementation" (GLM 4.7 FlashX, Insider risk)
- "osquery – File integrity monitoring (free)" (Kimi K2, Insider risk)

## And against it

- "Explore Fleet or osquery integrations, but they require more customization." (Grok 4.20, UEM)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named OSQuery, from 6 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- companionlink.com: 4
- insiderisk.io: 4
- jazz.security: 4
- microsoft.com: 4
- g2.com: 3
- github.com: 3
- comparitech.com: 2
- learn.microsoft.com: 2
- rankite.com: 2
- sei.cmu.edu: 2

### Pages cited

- https://companionlink.com/blog/2026/10/best-employee-monitoring-software-for-insider-threat-detection: 4
- https://jazz.security/dlp-explained/dlp-basics/best-insider-threat-software: 4
- https://microsoft.com/en/security/small-medium-business/microsoft-purview-suite-business-premium: 4
- https://github.com/topics/insider-threat: 3
- https://insiderisk.io/research/ai-real-time-insider-threat-blocking-vendors-2025: 3
- https://github.com/topics/insider-threat-detection: 2
- https://insiderisk.io/: 2
- https://insiderisk.io/research/best-insider-risk-management-tools-2026: 2

## What it publishes

Every page osquery.io exposes, read 2026-09-29: 20 addresses. By kind, pages and the last 90 days:

- blog: 10 pages, 0 in the last 90 days, latest undated

## 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.