# Collibra Data Governance: 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/collibra-data-governance

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data catalogs and governance](https://www.gane.ai/index/it/it-data/data-catalogs-and-governance/index.md) | 0% | 25 | 0% | 1 |

## What the models said for it

- "For organizations needing enterprise-grade governance, Collibra remains gold standard" (Muse Glimmer 30B, Data catalogs)

## 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 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Collibra Data Governance, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- basedash.com: 1
- business.adobe.com: 1
- ciopages.com: 1
- datadrivendaily.com: 1
- decube.io: 1
- erstudio.com: 1
- kanerika.com: 1
- ovaledge.com: 1
- research.isg-one.com: 1
- snowflake.com: 1

### Pages cited

- https://basedash.com/blog/best-data-catalog-tools-compared-2026: 1
- https://basedash.com/blog/best-data-governance-tools-compared-2026: 1
- https://business.adobe.com/blog/basics/data-governance-tools: 1
- https://ciopages.com/buyer-guides/data-catalog-metadata-management: 1
- https://datadrivendaily.com/data-catalog-tools-compared-the-2026-guide: 1
- https://decube.io/post/top-data-governance-tools: 1
- https://erstudio.com/blog/data-catalog-tools: 1
- https://kanerika.com/blogs/data-catalog-tools: 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.