# Cloudera Data Fabric: 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/cloudera-data-fabric

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 33 | 0% | 1 |

## What the models said for it

- "needs enterprise governance, or already operates Cloudera; its Trino-based warehouse supports federated SQL" (Perplexity Sonar, Data virtualization)

## 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 | 1 | 0 | 0 | 1 |
| 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 Cloudera Data Fabric, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- cloudera.com: 1
- digetiers.com: 1
- guideflow.com: 1
- k2view.com: 1
- learn.microsoft.com: 1
- promethium.ai: 1
- rishabhsoft.com: 1
- wizbrand.com: 1

### Pages cited

- https://cloudera.com/products/unified-data-fabric.html: 1
- https://digetiers.com/en/insights/library/best-unified-data-fabric-solutions-enterprise: 1
- https://guideflow.com/blog/data-fabric-software: 1
- https://k2view.com/top-data-fabric-vendors: 1
- https://learn.microsoft.com/en-us/fabric/fundamentals/decision-guide-data-store: 1
- https://learn.microsoft.com/en-us/fabric/fundamentals/store-data: 1
- https://promethium.ai/guides/data-mesh-tools-vendors-platform-guide: 1
- https://promethium.ai/insights/data-fabric-tools-vendors-comparison-2025: 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.