# PowerShell: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/powershell

## 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% | 75 | 25% | 4 |
| [Patch management](https://www.gane.ai/index/it/operations/patch-management/index.md) | 0% | 86 | 100% | 1 |

## What the models said for it

- "scriptable administration and integrations when portal workflows aren't enough" (GPT-6 Luna, M365 management)

## And against it

- "basic scripts with PowerShell for tiny setups, though these lack automation" (Grok 4.20, Patching)
- "PowerShell + Microsoft Graph (free but high effort)" (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 | 0 | 1 | 2 | 3 |
| 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named PowerShell, from 10 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- microsoft.com: 7
- learn.microsoft.com: 6
- reddit.com: 5
- g2.com: 4
- m365.fm: 4
- admindroid.com: 3
- coreview.com: 3
- manageengine.com: 3
- msp.toolsinfo.com: 3
- techcommunity.microsoft.com: 3

### Pages cited

- https://m365.fm/community/u/mirko-peters/blog/beyond-the-portal-why-manual-microsoft-365-administration-is-costing-you-15-hours-a-week: 3
- https://augmentt.com/blog/powershell-alternatives-m365-management: 2
- https://download.manageengine.com/active-directory-360/manage-and-protect-identities/iam-library/ebooks/beyond-native-tools-advanced-m365.pdf: 2
- https://download.manageengine.com/microsoft-365-management-reporting/m365manager-plus-does-what-microsoft-365-and-powershell-cant.pdf: 2
- https://expertinsights.com/it-management/the-top-microsoft-365-management-tools: 2
- https://guideflow.com/blog/office-365-management-tools: 2
- https://insight.com/content/dam/insight-web/en_US/pdfs/coreview/no-nonsense-guide.pdf: 2
- https://microsoft.com/en-us/microsoft-365/business/no-teams-plans-and-pricing: 2

## 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.