# Time Doctor: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/time-doctor

## 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% | 86 | 100% | 1 |

## And against it

- "Categories to Avoid Entirely ... Time Doctor" (Kimi K2, Insider risk)

## 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 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| 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 Time Doctor, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- arxiv.org: 2
- cisa.gov: 2
- learn.microsoft.com: 2
- microsoft.com: 2
- sei.cmu.edu: 2
- 1password.com: 1
- apps.dtic.mil: 1
- bankinfosecurity.com: 1
- bitdefender.com: 1
- breachsense.com: 1

### Pages cited

- https://arxiv.org/html/2608.21205: 2
- https://cisa.gov/sites/default/files/publications/Insider%20Threat%20Mitigation%20Guide_Final_508.pdf: 2
- https://learn.microsoft.com/en-us/purview/insider-risk-management: 2
- https://microsoft.com/en-us/security/business/security-101/what-is-insider-risk-management: 2
- https://1password.com/blog/your-companys-bossware-could-get-you-in-legal-trouble: 1
- https://apps.dtic.mil/sti/pdfs/AD1184317.pdf: 1
- https://bankinfosecurity.com/whitepapers/gartner-market-guide-for-insider-risk-management-solutions-w-7563: 1
- https://bitdefender.com/en-us/blog/businessinsights/current-security-tools-hamper-detection-of-insider-threats-survey-shows: 1

## 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.