# Windows Server IPAM: 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/windows-server-ipam

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [DDI and IP address management](https://www.gane.ai/index/it/network/ddi-and-ipam/index.md) | 0% | 50 | 0% | 1 |

## What the models said for it

- "If you're already standardized on Windows Server and want to spend as little as possible, try Windows Server IPAM before buying anything." (GPT-6 Luna, DDI and IPAM)

## 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 | 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 Windows Server IPAM, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- learn.microsoft.com: 3
- manageengine.com: 2
- documentation.menandmice.com: 1
- infoblox.com: 1
- isc.org: 1
- netbox.readthedocs.io: 1
- phpipam.net: 1

### Pages cited

- https://learn.microsoft.com/en-us/windows-server/networking/technologies/ipam/ipam-top: 3
- https://documentation.menandmice.com/en/11.1/guides/implementation/cloud: 1
- https://infoblox.com/policies: 1
- https://infoblox.com/products/nios: 1
- https://isc.org/kea: 1
- https://manageengine.com/dns-dhcp-ipam/features.html: 1
- https://manageengine.com/uk/dns-dhcp-ipam/ddi-editions.html: 1
- https://netbox.readthedocs.io/en/stable/introduction: 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.