# Microsoft Master Data Services: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/microsoft-master-data-services

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 84 | 67% | 3 |

## What the models said for it

- "Best if you use SQL Server" (Qwen 3.7 Flash, Master data)

## And against it

- "Microsoft Master Data Services (MDS): avoid for new implementations. It has effectively been deprecated" (Perplexity Sonar, Master data)
- "Avoid: Technologically Stalled ... Avoid – Microsoft MDS (stalled)" (DeepSeek V4 Flash, Master data)

## 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 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 Microsoft Master Data Services, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- atrocore.com: 5
- dev.to: 4
- geopostcodes.com: 4
- semarchy.com: 4
- bluestonex.com: 3
- ciopages.com: 3
- fanruan.com: 3
- getorchestra.io: 3
- softwareadvice.com: 3
- viewpointanalysis.com: 3

### Pages cited

- https://geopostcodes.com/blog/comparison-master-data-management-tools: 4
- https://bluestonex.com/knowledge-bank/master-data-management-software: 3
- https://ciopages.com/buyer-guides/master-data-management: 3
- https://dev.to/pratavetra_talis/best-enterprise-data-catalog-master-data-management-governance-platforms-2026-gartner-3l98: 3
- https://getorchestra.io/guides/best-master-data-management-tools: 3
- https://semarchy.com/blog/top-master-data-management-solutions-compared: 3
- https://atrocore.com/en/blog/best-master-data-management-software: 2
- https://atrocore.com/en/blog/best-master-data-management-tools: 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.