# Google Cloud Data Catalog: 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/google-cloud-data-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% | 88 | 67% | 3 |

## And against it

- "Status: Officially deprecated as of February 2025 ... Migrate immediately to Knowledge Catalog" (MiniMax M2.5, Data catalogs)
- "G2 reviews note limits like manual entry friction, search quality issues, and tag length constraints" (GPT-5.4 mini, 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 | 1 | 1 |
| 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 | 1 | 1 |
| 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 Data Catalog, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- kanerika.com: 4
- github.com: 3
- peerspot.com: 3
- capterra.com: 2
- erstudio.com: 2
- gane.ai/index: 2
- reddit.com: 2
- actian.com: 1
- archive.docs.datahub.com: 1

### Pages cited

- https://kanerika.com/blogs/data-catalog-tools: 4
- https://erstudio.com/blog/data-catalog-tools: 2
- https://g2.com/compare/alation-vs-google-cloud-data-catalog: 2
- https://github.com/opendatadiscovery/awesome-data-catalogs: 2
- https://peerspot.com/products/comparisons/alation-data-catalog_vs_collibra-platform_vs_informatica-intelligent-data-management-cloud-idmc: 2
- https://actian.com/data-catalog-and-observability: 1
- https://actian.com/data-catalog-governance-platform-buyers-guide: 1
- https://archive.docs.datahub.com/docs/1.5.0/managed-datahub/release-notes/v_0_3_13: 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.