Best Data Virtualization Software in 2026

Drill suits teams that want to query data across varied stores without first loading or transforming it.

PrestoDB suits users who need to query data across heterogeneous sources and can deploy and manage a self-hosted engine.

Enterprise Enabler suits organizations connecting business and IT users to scattered data, especially those seeking live data federation, virtual models, and lineage.

Virtuoso suits teams that need to query or connect varied data models and sources through one server.

It suits organizations that need to unify customer profiles across B2B or B2C use cases and coordinate permitted data with engagement systems.

Teiid suits Java developers who need to integrate multiple enterprise data sources, particularly those targeting OpenShift.

Spice.ai OSS suits developers who need SQL access across databases, warehouses, or lakes alongside AI inference and search.

Starburst Galaxy

It suits organizations that need cross-source SQL analytics but lack resources to manage complex data clusters.

It suits data center, IT and platform, and industrial operations that need federated state for agents or automation.

VDP is aimed at organizations seeking governed access to enterprise data across systems and network boundaries.

Trino suits data teams querying and joining large datasets across multiple systems for analytics or data warehousing.

SAS Federation Server

It is intended for IT administrators, technical users, and business users addressing data access, performance, or security needs.