# OpenDQ: 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/opendq

## 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% | 21 | 0% | 2 |

## What the models said for it

- "OpenDQ/Profisee/Boomi are options if you prefer a managed service with a low entry cost." (Muse Glimmer 30B, 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 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 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 | 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

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

### Domains cited

- softwareadvice.com: 10
- atrocore.com: 9
- getapp.com: 7
- capterra.com: 6
- g2.com: 6
- geopostcodes.com: 4
- getapp.co.uk: 4
- github.com: 4
- cluedin.com: 3
- dev.to: 3

### Pages cited

- https://softwareadvice.com/master-data-management/small-business: 9
- https://getapp.com/it-management-software/master-data-management: 6
- https://atrocore.com/en/blog/best-master-data-management-tools: 5
- https://capterra.com/master-data-management-software: 5
- https://g2.com/categories/master-data-management-mdm/small-business: 5
- https://atrocore.com/en/master-data-management: 3
- https://cluedin.com/resources/articles/simple-mdm-system-small-budget-options: 3
- https://dev.to/jerome_urbain/comparison-of-popular-enterprise-master-data-management-tools-mdms-1eh6: 3

## 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.