# M365 Admin Tools: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/m365-admin-tools

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Microsoft 365 management](https://www.gane.ai/index/it/operations/microsoft-365-management/index.md) | 0% | 39 | 0% | 2 |

## What the models said for it

- "A suite of free web-based utilities... Excellent for quick insights and planning" (Grok 4.20, M365 management)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 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 M365 Admin Tools, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- admindroid.com: 2
- coreview.com: 2
- m365admintools.com: 2 (its own site)
- microsoft.com: 2
- blog.admindroid.com: 1
- community.spiceworks.com: 1
- cyberdrain.com: 1
- docs.cipp.app: 1
- docs.stackjack.io: 1
- endpointweekly.com: 1

### Pages cited

- https://admindroid.com/free-microsoft-365-reporting-management-tool: 2
- https://microsoft.com/en-us/microsoft-365/business/microsoft-365-business-basic: 2
- https://microsoft.com/en-us/microsoft-365/business/microsoft-365-plan-chooser: 2
- https://microsoft.com/en-us/microsoft-365/microsoft-365-business: 2
- https://blog.admindroid.com/free-microsoft-365-management-tools: 1
- https://community.spiceworks.com/t/microsoft-365-lighthouse-is-anyone-using-it/965313: 1
- https://coreview.com/blog/9-free-tools-for-microsoft-365-administration-you-can-download-today: 1
- https://coreview.com/free-tools: 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.