# Copilot: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/copilot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HR AI assistants](https://www.gane.ai/index/hr/experience/hr-ai-assistants/index.md) | 0% | 114 | 0% | 1 |
| [HR compliance and policy management](https://www.gane.ai/index/hr/core/hr-compliance-and-policy-management/index.md) | 0% | 99 | 100% | 1 |

## And against it

- "Avoid using ChatGPT, Copilot, or similar general models to draft handbooks" (Muse Glimmer 30B, HR compliance)

## 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 | 0 | 0 |
| 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 | 1 | 1 | 2 |

## Sources returned with these answers

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

### Domains cited

- cxcglobal.com: 2
- eeoc.gov: 2
- employsome.com: 2
- firsthr.app: 2
- jdsupra.com: 2
- legal500.com: 2
- peoplebox.ai: 2
- shrm.org: 2
- sixfifty.com: 2
- talenthr.io: 2

### Pages cited

- https://cxcglobal.com/blog/risk-compliance-and-law/avoid-hidden-compliance-pitfalls-in-hr-tech-stack: 2
- https://eeoc.gov/sites/default/files/2024-04/20240429_What%20is%20the%20EEOCs%20role%20in%20AI.pdf: 2
- https://employsome.com/best/ai-tools-for-hr: 2
- https://firsthr.app/compare/core-hr/hr-ai-tools: 2
- https://peoplebox.ai/blog/ai-tools-hr-teams: 2
- https://shrm.org/topics-tools/employment-law-compliance/employers-using-ai-face-growing-web-of-compliance-risks: 2
- https://9253440.fs1.hubspotusercontent-na1.net/hubfs/9253440/BetterUp%20Privacy%20Notice%20(Feb%201%202026).pdf: 1
- https://adalytica.com/news/workday-adp-labor-politics-hr-software-b130a288: 1

## Record

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