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Alternatives · 2026

The best Teradata QueryGrid alternatives

The rest of Best Data Virtualization Software, in this site's order: each with what it costs, where it runs and its record score.

1
Virtuoso Universal Server

Virtuoso suits teams integrating relational, graph, XML, and web data across hybrid or self-hosted deployments.

WebWindowsMac+3 Free plan Record6.3 Visit
2
Query Streams

Query Streams suits teams that need to connect databases and APIs to spreadsheets, AI clients, apps, or scheduled syncs.

WebWindowsMac+3 $15 a month Record6.0 Visit
3 AndroidiPhone & iPadWeb+5 Free plan Record6.0 Visit
4
Starburst Galaxy

Starburst recommends Galaxy for organizations that do not yet have resources to manage complex data clusters.

WebLinuxAPI Free plan Record5.7 Visit
5
Enterprise Enabler

Enterprise Enabler may suit IT and business teams that need to integrate data across multiple systems.

WebWindowsMac+3 Free plan Record5.6 Visit
6
PrestoDB

PrestoDB is for users who need to run distributed SQL queries across heterogeneous data sources and can manage a self-hosted deployment.

WebMacLinux+2 Free plan Record5.4 Visit
7
Denodo Platform

It suits organizations bringing together distributed data while needing shared definitions, access controls, and multiple integration methods.

WebWindowsLinux+2 Free plan Record5.1 Visit
8
Apache Drill

Apache Drill may suit developers and data teams that need SQL access to raw data across supported Hadoop, NoSQL, and cloud sources.

WindowsMacLinux+2 Free plan Record4.9 Visit
9
Virtual Data Platform

VDP is developed for organizations that need governed access to enterprise data across systems and network boundaries.

AndroidiPhone & iPadWeb+3 — Record4.9 Visit
10
Ontop

Ontop suits teams that need ontology modeling, semantic reasoning, and SPARQL over relational databases.

WebWindowsMac+3 Free plan Record4.8 Visit
11
Spice.ai OSS

Spice.ai OSS suits developers who need SQL access across multiple data sources alongside AI inference or search.

WindowsMacLinux+2 Free plan Record4.7 Visit
12
Trino

Trino suits teams that need SQL analytics across multiple data sources in cloud or on-premises environments.

WebLinuxAPI+1 Free plan Record4.6 Visit
13 WebAPI $99 a month, billed yearly Record4.5 Visit
14
Teiid

Teiid is aimed at Java developers integrating multiple enterprise data sources, especially those targeting OpenShift.

LinuxAPISelf-hosted Free plan Record4.5 Visit
15
SAP Customer Data Platform

It suits organizations that need to unify customer profiles and activate permissioned data across engagement systems.

WebAPI $1.15 a month Record4.2 Visit
16 WebWindowsLinux+2 — Record4.2 Visit
17
Kubling

Kubling suits teams building agent-driven operations across IT, platform, data center, or industrial systems.

WebLinuxAPI+1 — Record3.9 Visit
18
SAS Federation Server

It is intended for IT administrators, technical users, and business users who need to address data access, security, or performance needs.

WebWindowsLinux+2 — Record3.9 Visit
19 WebLinuxAPI+1 — Record3.8 Visit
20 WebWindowsAPI+1 — Record3.8 Visit
21
Promethium

Promethium suits data and business analysts, executives, and applications that need governed answers across distributed enterprise systems.

WebAPISelf-hosted — Record3.7 Visit
22 WebAPISelf-hosted — Record3.5 Visit
23 Web Free plan Record3.0 Visit
24 Web — Record2.2 Visit