Informatica · 1 category · Named, not rankedInformatica Data Virtualization
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data virtualization | Data platform | 2% | 13 of 99 | 0% | 4 | under 10 labels · led by Denodo at 28% |
Movement
By model
How each model treated Informatica Data Virtualization across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | 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 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| 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 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Informatica and TIBCO are top choices due to their scalability and integration capabilities” Mistral Small · Data virtualization · direct prompt · first choice
“Best For: Existing Informatica customers needing integrated data management” Kimi K2 · Data virtualization · comparative prompt · alternative
“Best for Data Quality” GLM 4.7 FlashX · Data virtualization · direct prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Named alongside
The products named in the same answers as Informatica Data Virtualization, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Informatica Data Virtualization was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 10 of the 11 answers that named Informatica Data Virtualization and are not a share of its labels.
Domains cited
Forty-nine of the forty-nine domain citations in answers naming Informatica Data Virtualization came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Informatica Data Virtualization stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 10 a month (“informatica data virtualization”)
- AI search demand for its name, est.
- 0 a month
- Its own site
- It sits on Informatica's site (informatica.com), so there are no site figures for it alone
In answers
This edition- First choices
- 1 across its categories
- Named in
- 11 answers
- Its own site cited
- in 10 of the answers that named it
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
Follow Informatica Data Virtualization
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Informatica is the company behind Informatica Data Virtualization.ShowHide
The company
On record
Company recordsClaim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Informatica Data Virtualization's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Informatica Data Virtualization, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Informatica Data Virtualization by email, built from the raw record of the edition. It shows:
- where Informatica Data Virtualization is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Informatica Data Virtualization, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.