Best Data Virtualization Software in 2026
22 data virtualization software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
22ranked
9free plans on this page
$15/molowest paid tier
3 Oct 2026last checked
| # | App | Score | From | Free plan | Paid from | Deployment model | Source connectors | Semantic layer | Access protocols | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  Denodo Platform | 8.2 | Free | No | — | — | — | — | — | View |
| 2 | Starburst Galaxy | 8.1 | Free | Yes | — | — | — | — | — | View |
| 3 |  Trino | 7.9 | Free | Yes | — | — | — | — | — | View |
| 4 |  Spice.ai OSS | 7.8 | Free | Yes | — | hybrid | 40 | Yes | HTTP, Arrow Flight SQL, JDBC, ODBC, ADBC | View |
| 5 | Query Streams | 7.7 | $15/mo | Yes | 15 /mo | hybrid | 59 | No | SQL, REST API, MCP | View |
| 6 | Stardog | 7.4 | Free | Yes | — | — | — | — | — | View |
| 7 |  Querona | 7.1 | — | No | — | — | — | — | — | View |
| 8 |  Promethium | 6.7 | — | — | — | hybrid | — | Yes | MCP, REST APIs | View |
| 9 | SAS Federation Server | 6.7 | — | — | — | — | — | — | — | View |
| 10 | PrestoDB | 6.6 | Free | — | — | self_hosted | — | — | — | View |
| 11 |  Virtuoso Universal Server | 6.6 | Free | Yes | — | hybrid | — | Yes | SQL, SPARQL, XQuery, XPath, ODBC, JDBC, UDBC, OLE DB, SOAP, REST, HTTP | View |
| 12 |  Apache Drill | 6.4 | Free | — | — | — | — | — | — | View |
| 13 | Spotfire Data Virtualization | 6.2 | — | No | — | — | — | — | — | View |
| 14 |  K2view Dynamic Data Virtualization | 6.0 | — | No | — | hybrid | — | Yes | APIs, JDBC, data streaming, messaging | View |
| 15 |  Stratio Semantic Layer | 5.9 | — | — | — | hybrid | — | Yes | API | View |
| 16 |  Enterprise Enabler | 5.8 | — | — | — | — | — | — | — | View |
| 17 |  Kubling | 5.8 | — | — | — | hybrid | — | Yes | SQL, gRPC, native protocol, PostgreSQL wire protocol | View |
| 18 |  Virtual Data Platform | 5.6 | — | — | — | — | — | — | — | View |
| 19 | CData Connect AI | 5.5 | $99/mo | No | — | cloud | — | Yes | MCP, ODBC/JDBC, REST/OData, ADO.NET | View |
| 20 |  Teiid | 5.0 | — | — | — | — | — | — | — | View |
| 21 |  Ontop | 4.7 | — | — | — | — | — | — | — | View |
| 22 |  SAP Customer Data Platform | 4.7 | — | — | — | — | — | — | — | View |
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data virtualization software is ranked first on Samsung Mobile US Press?
Denodo Platform is ranked #1 of 22 with a score of 8.2. Starburst Galaxy is second and Trino third.
How many of these have a free plan?
9 of the 22 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Query Streams has the lowest first paid tier we found: $15/mo.
How is this list ranked?
Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.
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