# 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/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% | 31 | 0% | 1 |

## What the models said for it

- "best when you're mostly inside a single cloud/platform ecosystem" (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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Dataplex, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- all.net: 1
- basedash.com: 1
- blog.hubspot.com: 1
- blog.railway.com: 1
- ciopages.com: 1
- cloud.google.com: 1
- cynomi.com: 1
- docs.confluent.io: 1
- faun.dev: 1
- g2.com: 1

### Pages cited

- http://all.net/books/audit/kits/dw.html: 1
- https://basedash.com/blog/qlik-sense-alternatives-2026-bi-tools-compared: 1
- https://blog.hubspot.com/sales/software-procurement-checklist: 1
- https://blog.railway.com/p/secure-cloud-hosting-for-compliance.md: 1
- https://ciopages.com/buyer-guides/data-catalog-metadata-management: 1
- https://cloud.google.com/security/best-practices: 1
- https://cynomi.com/soc2/soc-2-compliance-checklist: 1
- https://docs.confluent.io/cloud/current/security/authenticate/user-identities/user-idps/sso/scim.html: 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.