Data virtualization · Named, not rankedRed Hat JBoss Data Virtualization
Red Hat JBoss Data Virtualization is data virtualization middleware that takes a federation approach to combining data from multiple sources · redhat.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Red Hat JBoss Data Virtualization has 6.
Why models recommend it
“Best for Red Hat/OpenShift environments: Red Hat Data Virtualization”GPT-5.4 mini · Comparative question · alternative
“Teiid is the robust, mature alternative to Trino”Qwen 3.7 Flash · Budget-constrained question · alternative
What gives them pause
“avoid these platforms because they have reached End-of-Life (EOL), lost active development, or been retired”Gemini 3.5 Flash · Negative question · warning
“Avoid for production use. Red Hat says extended support ended January 31, 2023”GPT-6 Luna · Negative question · warning
“Treat older offerings such as Red Hat JBoss Data Virtualization/Teiid, Querona, StoneBond Enterprise Enabler, XAware, and similar niche products cautiously”Perplexity Sonar · Negative question · warning
Also on the shortlist
The products named in the same answers as Red Hat JBoss Data Virtualization, over the 15 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 13 | 6 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 6 | 2 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Red Hat JBoss Data Virtualization's own site, not checked by Gane.
- Customers named
- U.S. Department Of Defense, U.S. Navy, MUFG 联合银行, CA Technologies, Brightly Software, Porsche Informatik
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 14 of the 15 answers that named Red Hat JBoss Data Virtualization and are not a share of its labels.
Domains cited
Thirty-eight of the forty-one domain citations in answers naming Red Hat JBoss Data Virtualization came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 1,934 | 1 | 2026-07-08 | API management, Object storage | |
| Blog | 1,265 | 10 | 2026-09-25 | API management, Object storage | |
| Conference or event | 113 | 0 | 2021-06-07 | ||
| Webinar or virtual event | 29 | 0 | 2020-09-28 | ||
| Case study | 13 | 0 | 2021-06-30 | ||
| Comparison | 8 | 0 | 2018-05-21 | ||
| Report or ebook | 6 | 0 | 2021-05-20 | ||
| Podcast or video | 4 | 0 | 2025-06-05 | ||
| Glossary or explainer | 1 | undated |
Most recent
- 2026-09-25Securing ai agents requires securing systems around them blog
- 2026-09-24Why red hat is building secure agent onboarding blog
- 2026-09-23Friday five september 25 2026 red hat blog
- 2026-09-21Red hat enterprise linux 10 stig automation now matches disa stig v1r2 blog
- 2026-09-15How manage aircraft leases ai agents blog
- 2026-09-11Autorag pipeline optimization red hat openshift ai blog
Events in person
- October 8, 2026Red Hat Summit: Connect 2026 LondonLondon, UK · hosts
- October 27, 2026Unlocking OpenShift Virtualization: A technical deep dive into migrating VMsLondon, UK · hosts
- November 17, 2026Ansible Automation Platform to defend, contain and comply with vulnerability lifecycle managementLondon, UK · hosts
- June 30, 2026You're invited to the Red Hat and AWS Reception | AWS Summit DCCity Tap House · hosted
- May 11, 2026 to May 14, 20262026 年红帽全球峰会Atlanta · took part
- January 28, 2026Observability That Powers Smarter AI DeploymentsExpo hall · spoke
- January 26, 2026 to January 29, 2026Visit Red Hat at Dynatrace Perform 2026Las Vegas, United States · exhibited
As the event pages on redhat.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page redhat.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name API management (11); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.