# CData Virtuality: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/cdata-virtuality

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 4% | 6 | 17% | 12 |

## What the models said for it

- "For most mid-market B2B companies, I recommend starting with CData Virtuality or Starburst Galaxy" (Kimi K2, Data virtualization)
- "My default pick for a mid-market B2B company is CData Virtuality" (GPT-6 Luna, Data virtualization)
- "Logical Data Virtualization Leaders: Denodo, CData Virtuality." (Gemini 3.5 Flash, Data virtualization)
- "Include CData Virtuality in the evaluation, especially if applications and APIs are as important as databases." (GPT-6 Luna, Data virtualization)

## And against it

- "CData Virtuality or driver-centric products for complex governance... verify row- and column-level security, lineage, policy enforcement" (Perplexity Sonar, Data virtualization)
- "falls short in key areas that make the difference to your business finding, accessing and utilizing the data it needs" (Muse Glimmer 30B, 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 | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named CData Virtuality, from 30 of the 30 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 24
- gane.ai/index: 16
- peerspot.com: 16
- scmgalaxy.com: 14
- verifiedmarketresearch.com: 13
- airbyte.com: 11
- sourceforge.net: 10
- thectoclub.com: 10
- denodo.com: 7
- domo.com: 6

### Pages cited

- https://scmgalaxy.com/tutorials/top-10-data-virtualization-platforms-features-pros-cons-comparison: 14
- https://g2.com/categories/data-virtualization/enterprise: 12
- https://peerspot.com/categories/data-virtualization: 12
- https://verifiedmarketresearch.com/blog/best-data-virtualization-software: 12
- https://airbyte.com/top-etl-tools-for-sources/data-virtualization-tools: 11
- https://www.gane.ai/index/it/it-data/data-virtualization/enterprise: 9
- https://thectoclub.com/tools/best-data-virtualization-software: 9
- https://g2.com/categories/data-virtualization/small-business: 7

## In its own words

What CData Virtuality's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Free plan or trial: Get Started Free (https://cdata.com/)
- Customers named: Anaqua, TCW Global, UiPath, Crédit Agricole, GSK, Salesforce, Palantir, Google

## What it publishes

Every page cdata.com exposes, read 2026-10-05: 9980 addresses. By kind, pages and the last 90 days:

- blog: 819 pages, 0 in the last 90 days, latest undated
- case study: 141 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 15 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest undated
- report or ebook: 52 pages, 0 in the last 90 days, latest undated
- comparison: 21 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 77 pages, 0 in the last 90 days, latest undated
- podcast or video: 89 pages, 0 in the last 90 days, latest undated
- news or press: 17 pages, 0 in the last 90 days, latest undated

## 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.