# GCP Dataplex: 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/gcp-dataplex

## 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% | 34 | 0% | 1 |

## What the models said for it

- "Cloud-native catalogs *(AWS Glue / GCP Dataplex)* | Extremely low pay-as-you-go cost." (Gemini 3.5 Flash, 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 | 1 | 0 | 0 | 1 |
| 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 GCP Dataplex, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- acceldata.io: 2
- atlan.com: 2
- decube.io: 2
- ovaledge.com: 2
- data-pilot.com: 1
- datacatalog.net: 1
- dataedo.com: 1
- datapace.ai: 1
- dialzara.com: 1
- domo.com: 1

### Pages cited

- https://acceldata.io/blog/top-data-catalog-tools-to-govern-discover-and-trust-data: 2
- https://atlan.com/data-catalog-tools: 2
- https://decube.io/post/top-data-catalog-tools: 2
- https://data-pilot.com/blog/open-source-data-catalog: 1
- https://datacatalog.net/datahub-vs-openmetadata: 1
- https://dataedo.com/product/data-catalog: 1
- https://datapace.ai/blog/openmetadata-vs-datahub: 1
- https://dialzara.com/blog/best-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.