# Google Cloud Knowledge Catalog: 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/google-cloud-knowledge-catalog

## 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% | 50 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 Google Cloud Knowledge Catalog, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- atlan.com: 2
- bdemerson.com: 2
- atscale.com: 1
- basedash.com: 1
- ciopages.com: 1
- datadrivendaily.com: 1
- dev.to: 1
- getcollate.io: 1
- learn.g2.com: 1
- ovaledge.com: 1

### Pages cited

- https://bdemerson.com/article/data-governance-tools: 2
- https://atlan.com/data-governance-tools: 1
- https://atlan.com/know/data-governance-platforms: 1
- https://atscale.com/blog/best-data-governance-tools: 1
- https://basedash.com/blog/best-data-catalog-tools-compared-2026: 1
- https://basedash.com/blog/best-data-governance-tools-compared-2026: 1
- https://ciopages.com/buyer-guides/data-governance-platform: 1
- https://datadrivendaily.com/data-catalog-tools-compared-the-2026-guide: 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.