# Denodo Express: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/denodo-express

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 16 | 0% | 3 |

## What the models said for it

- "Denodo Express is also a good option as it is a lightweight version of Denodo designed for small deployments" (Llama 4 Maverick, Data virtualization)
- "Best for Scaling to Enterprise Later" (Gemini 3.5 Flash, Data virtualization)
- "Strong Alternative: Denodo Express" (Grok 4.20, 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| 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 Denodo Express, from 7 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- thectoclub.com: 6
- airbyte.com: 3
- bangaloreorbit.com: 3
- g2.com: 3
- scmgalaxy.com: 3
- sourceforge.net: 3
- checkthat.ai: 2
- denodo.com: 2 (its own site)
- knowi.com: 2
- rajeshkumar.xyz: 2

### Pages cited

- https://thectoclub.com/tools/best-data-virtualization-software: 6
- https://airbyte.com/top-etl-tools-for-sources/data-virtualization-tools: 3
- https://bangaloreorbit.com/blog/top-10-data-virtualization-platforms-features-pros-cons-comparison: 3
- https://scmgalaxy.com/tutorials/top-10-data-virtualization-platforms-features-pros-cons-comparison: 3
- https://checkthat.ai/answers/what-are-the-best-data-virtualization-solutions: 2
- https://g2.com/compare/denodo-vs-dremio: 2
- https://knowi.com/blog/federated-analytics-vs-data-warehouse: 2
- https://rajeshkumar.xyz/blog/data-virtualization-platforms: 2

## In its own words

What Denodo Express's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Customers named: Festo, Alexforbes, SJD Barcelona Children's Hospital, Trace3, ABN AMRO Verzekeringen, DNB ASA, Hastings Deering Australia Limited, Sanofi

## What it publishes

Every page denodo.com exposes, read 2026-09-29: 4710 addresses. By kind, pages and the last 90 days:

- blog: 4 pages, 1 in the last 90 days, latest 2026-09-25
- case study: 275 pages, 7 in the last 90 days, latest 2026-09-28
- webinar or virtual event: 659 pages, 10 in the last 90 days, latest 2026-09-15
- conference or event: 749 pages, 12 in the last 90 days, latest 2026-09-28
- report or ebook: 186 pages, 7 in the last 90 days, latest 2026-09-21
- comparison: 6 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 65 pages, 0 in the last 90 days, latest 2025-04-09
- podcast or video: 117 pages, 8 in the last 90 days, latest 2026-09-23
- news or press: 222 pages, 2 in the last 90 days, latest 2026-07-21
- Recent: 2026-09-28 case study: Bnp paribas https://www.denodo.com/en/customer/bnp-paribas
- Recent: 2026-09-28 conference or event: Ultimate partner live 2026 https://www.denodo.com/en/event/ultimate-partner-live-2026
- Recent: 2026-09-25 blog: Complementing your data lake real time personalisation banking https://www.denodo.com/en/blog-post/complementing-your-data-lake-real-time-personalisation-banking
- Recent: 2026-09-23 podcast or video: Missing layer trusted ai why metrics need meaning https://www.denodo.com/en/document/podcast/missing-layer-trusted-ai-why-metrics-need-meaning
- Recent: 2026-09-21 report or ebook: Ai readiness ai action https://www.denodo.com/en/document/analyst-report/ai-readiness-ai-action
- Recent: 2026-09-16 conference or event: Ai ambition business impact scaling trusted agentic ai across enterprise https://www.denodo.com/en/event/sydney-australia/2026-10-13/ai-ambition-business-impact-scaling-trusted-agentic-ai-across-enterprise

## 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.