# Copilot Workspace: 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/copilot-workspace

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI coding assistants](https://www.gane.ai/index/it/developer/ai-coding-assistants/index.md) | 0% | 57 | 100% | 1 |

## And against it

- "Be particularly cautious with: Autonomous agent modes in tools such as Claude Code, Cursor, Codex, Aider, Devin, and Copilot Workspace" (Perplexity Sonar, AI coding)

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

## Sources returned with these answers

The sites and pages cited by the answers that named Copilot Workspace, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- acecloud.ai: 1
- cheatsheetseries.owasp.org: 1
- checkmarx.com: 1
- kilo.ai: 1
- privacyinternational.org: 1
- rollbar.com: 1
- safeguard.sh: 1
- sourcegraph.com: 1
- support.wharton.upenn.edu: 1
- zapier.com: 1

### Pages cited

- https://acecloud.ai/blog/best-ai-coding-tools: 1
- https://cheatsheetseries.owasp.org/cheatsheets/Secure_Coding_with_AI_Cheat_Sheet.html: 1
- https://checkmarx.com/learn/ai-security/ai-coding-assistants-the-basics-and-15-tools-to-know: 1
- https://kilo.ai/articles/ai-coding-assistant-buyers-guide: 1
- https://privacyinternational.org/explainer/5784/bad-vibes-ai-coding-tools-and-privacy-issues: 1
- https://rollbar.com/blog/ai-coding-assistant-security-risks: 1
- https://safeguard.sh/resources/blog/risks-of-ai-coding-assistants: 1
- https://sourcegraph.com/blog/best-ai-coding-assistant: 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.