# CData: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/cdata

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 23 | 0% | 2 |
| [ETL and ELT](https://www.gane.ai/index/it/it-data/etl-and-elt/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "Cost-effective, driver-focused approach" (Kimi K2, 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 | 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named CData, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- airbyte.com: 2
- aws.amazon.com: 2
- community.denodo.com: 2
- cotocus.com: 2
- databricks.com: 2
- denodo.com: 2
- gartner.com: 2
- ibm.com: 2
- rajeshkumar.xyz: 2
- sourceforge.net: 2

### Pages cited

- https://airbyte.com/top-etl-tools-for-sources/data-virtualization-tools: 2
- https://aws.amazon.com/what-is/data-virtualization: 2
- https://cotocus.com/blog/top-10-data-virtualization-platforms-features-pros-cons-comparison: 2
- https://databricks.com/blog/what-is-data-virtualization: 2
- https://denodo.com/en/page/5-flavors-data-virtualization: 2
- https://ibm.com/docs/en/ws-and-kc: 2
- https://rajeshkumar.xyz/blog/data-virtualization-platforms: 2
- https://sourceforge.net/software/data-virtualization: 2

## 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.