Data virtualization · RankedTeiid
Teiid is an open-source data virtualization product that provides a virtual database layer for working with data across sources · teiid.io ↗
Why models recommend it
“A free option for teams comfortable with Java and a more community-oriented project.”Perplexity Sonar · Budget-constrained question · alternative
“Teiid (formerly JBoss Data Virtualization) – Embedded & Extensible”GLM 4.7 FlashX · Budget-constrained question · alternative
“Java shop with enterprise needs | Teiid”Kimi K2 · Budget-constrained question · alternative
What gives them pause
“The underlying open-source project, *Teiid*, has also entered a sunset/dormant state.”Gemini 3.5 Flash · 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
“Flagged as a "criticized challenger" with a 31% negative rate.”Mistral Small · Negative question · warning
Also on the shortlist
The products named in the same answers as Teiid, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 17 | 3 | View → | |
| 12 | 9 | View → | |
| 12 | 0 | View → | |
| 12 | 0 | View → | |
| 8 | 0 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 20 of the 20 answers that named Teiid and are not a share of its labels.
Domains cited
Sixty-five of the seventy-three domain citations in answers naming Teiid came from a third party's page. Eight were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 49 | undated |
How it is countedHide how it is counted
Every page teiid.io 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. Read October 5, 2026.