# miniMDM: 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/minimdm

## 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% | 37 | 0% | 1 |

## What the models said for it

- "Best ultra-low-cost / DIY pick: miniMDM" (GPT-5.4 mini, 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 | 1 | 0 | 0 | 1 |
| 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 | 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 miniMDM, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- minimdm.dev: 2 (its own site)
- atrocore.com: 1
- capterra.co.uk: 1
- capterra.com: 1
- cyberpress.org: 1
- expertinsights.com: 1
- getapp.co.nz: 1
- getapp.co.uk: 1
- getapp.com: 1
- getorchestra.io: 1

### Pages cited

- https://minimdm.dev/: 2
- https://atrocore.com/en/blog/best-master-data-management-tools: 1
- https://atrocore.com/en/blog/master-data-management-tools: 1
- https://atrocore.com/en/blog/open-source-master-data-management: 1
- https://atrocore.com/en/master-data-management: 1
- https://capterra.co.uk/directory/31019/master-data-management/software: 1
- https://capterra.com/master-data-management-software: 1
- https://cyberpress.org/mdm-solutions-by-business-size: 1

## In its own words

What miniMDM's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: A minimal, open-source Master Data Management app (https://minimdm.dev/)
- For: If your reference data has outgrown a spreadsheet but doesn't need a multi-year rollout, you're exactly who miniMDM is for. (https://minimdm.dev/)
- Price stated: Free & MIT licensed (https://minimdm.dev/)
- Free plan or trial: Free & MIT licensed (https://minimdm.dev/)

## 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.