# Spotfire Data Virtualization: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/spotfire-data-virtualization

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 27 | 0% | 2 |

## What the models said for it

- "Existing Spotfire/TIBCO environments and governed self-service" (GPT-6 Luna, 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 | 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 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Spotfire Data Virtualization, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- denodo.com: 4
- docs.tibco.com: 4
- ibm.com: 4
- docs.dremio.com: 3
- checkthat.ai: 2
- dremio.com: 2
- starburst.io: 2
- trino.io: 2
- 7wdata.be: 1
- cloud.ibm.com: 1

### Pages cited

- https://denodo.com/en/denodo-platform/denodo-platform: 2
- https://docs.dremio.com/editions: 2
- https://docs.tibco.com/products/tibco-data-virtualization: 2
- https://7wdata.be/tool/starburst-galaxy: 1
- https://checkthat.ai/answers/what-are-the-best-data-virtualization-solutions: 1
- https://checkthat.ai/brands/dremio/pricing: 1
- https://cloud.ibm.com/catalog/services/data-virtualization: 1
- https://denodo.com/en/data-management/data-virtualization: 1

## In its own words

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


## What it publishes

Every page spotfire.com exposes, read 2026-10-05: 6351 addresses. By kind, pages and the last 90 days:

- blog: 382 pages, 0 in the last 90 days, latest 2025-06-25
- case study: 33 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 13 pages, 0 in the last 90 days, latest 2025-09-03
- conference or event: 7 pages, 0 in the last 90 days, latest undated
- report or ebook: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 126 pages, 0 in the last 90 days, latest undated
- news or press: 14 pages, 0 in the last 90 days, latest undated
- Recent: 2025-09-03 webinar or virtual event: Spotfire energy forum hackathon innovations https://webinars.spotfire.com/on-demand/spotfire-energy-forum-hackathon-innovations/
- Recent: 2025-06-25 blog: The rise of visual data science https://webinars.spotfire.com/the-rise-of-visual-data-science/
- Recent: 2025-05-13 webinar or virtual event: Transforming high tech manufacturing with spotfire data science https://webinars.spotfire.com/on-demand/transforming-high-tech-manufacturing-with-spotfire-data-science/
- Recent: 2025-05-08 webinar or virtual event: Whats new latest enhancements https://webinars.spotfire.com/on-demand/whats-new-latest-enhancements/

## 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.