Best Enterprise Data Virtualization Software

How Many Data Virtualization Software Products Does G2 Track?

Total Products under this Category: 44

Category Stats (Sep 2026)

  • Average Rating: 4.37/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: FME Platform (+0.17%) - Among all products in this category, FME Platform recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank Data Virtualization Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,300+ Authentic Reviews
  • 44+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Virtualization Software

G2 Grid® for Data Virtualization Software plotting products by satisfaction and market presence

Highlighted products: SAP HANA Cloud, Oracle Virtualization, AWS Glue, Denodo, TIBCO Data Virtualization, and Informatica Data Integration and Engineering.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-virtualization/grids.json?focus%5B%5D=sap-hana-cloud-2025-10-01&focus%5B%5D=oracle-virtualization&focus%5B%5D=aws-glue&focus%5B%5D=denodo&focus%5B%5D=tibco-data-virtualization&focus%5B%5D=informatica-data-integration-and-engineering&segment=enterprise)

SAP HANA Cloud

SAP HANA Cloud is a modern database-as-a-service (DBaaS) powering the next generation of intelligent data applications. SAP HANA Cloud offers a competitive edge by incorporating advanced machine learning and predictive tools grounded in modern data science. Its powerful in-memory performance safeguards efficient data processing. By securely storing vast amounts of data with its integrated multitier storage and handling various types on a single copy in its native multi-model database, SAP HANA Cloud simplifies data management and connects to other data sources. The seamless integration of these capabilities in a reliable, unified foundation makes it easier for developers to build high-demand intelligent data apps.

Average Rating: 4.3/5.0

Total Reviews: 521

How Do G2 Users Rate SAP HANA Cloud?

  • Data Security: 8.6/10 (Category avg: 8.9/10)
  • Orchestration: 8.4/10 (Category avg: 8.7/10)
  • Application Performance: 8.8/10 (Category avg: 8.6/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP HANA Cloud?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Who Uses This: Consultant, SAP Consultant
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 61% Large, 26% Medium

What Do G2 Reviewers Say About SAP HANA Cloud?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the exceptional ease of use of SAP HANA Cloud, contributing to improved decision-making and collaboration.
  • Users appreciate the seamless integration capabilities of SAP HANA Cloud, enhancing data management and reporting efficiencies.
  • Users appreciate the easy integrations of SAP HANA Cloud, enhancing data management and reporting efficiency seamlessly.
  • Users praise SAP HANA Cloud for its exceptional real-time performance, enhancing usability and driving significant business value.
  • Users commend the scalability of SAP HANA Cloud, enabling flexibility and efficiency in managing large, complex datasets.
Cons
  • Users often struggle with the complexity of setup and configuration, making it challenging for new users to navigate.
  • Users feel that the cost can be prohibitive for smaller organizations, particularly with premium features and usage growth.
  • Users note a steep learning curve for SAP HANA Cloud, which may require specialized training to navigate effectively.
  • Users find the difficult learning curve of SAP HANA Cloud challenging, particularly for those new to SAP technologies.
  • Users point out the complex setup of SAP HANA Cloud, which can be challenging for specialized applications and users.

What Are Recent G2 Reviews of SAP HANA Cloud?

Oracle Virtualization

Oracle VM reduces operations and support costs while increasing IT efficiency and agility on premises and in the cloud.

Average Rating: 4.3/5.0

Total Reviews: 30

How Do G2 Users Rate Oracle Virtualization?

  • Data Security: 8.5/10 (Category avg: 8.9/10)
  • Orchestration: 7.9/10 (Category avg: 8.7/10)
  • Application Performance: 8.2/10 (Category avg: 8.6/10)
  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Oracle Virtualization?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 58% Large, 23% Medium

What Are Recent G2 Reviews of Oracle Virtualization?

What Are G2 Users Discussing About Oracle Virtualization?

AWS Glue

AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and application develop-ment. You can discover and connect to 70+ diverse data sources, manage your data in a centralized data catalog, and visually create, run, and monitor ETL pipelines to load data into your data lakes. You can im-mediately search and query catalogued data using Amazon Athena, Amazon EMR, and Amazon Redshift Spectrum.

Average Rating: 4.3/5.0

Total Reviews: 194

How Do G2 Users Rate AWS Glue?

  • Data Security: 9.1/10 (Category avg: 8.9/10)
  • Orchestration: 8.9/10 (Category avg: 8.7/10)
  • Application Performance: 9.1/10 (Category avg: 8.6/10)
  • Ease of Use: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind AWS Glue?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Large, 29% Medium

What Do G2 Reviewers Say About AWS Glue?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of AWS Glue, finding it simple for data preparation and ETL operations.
  • Users value the s seamless data integration capabilities of AWS Glue, enhancing efficiency across analytics and application development.
  • Users appreciate the fully managed ETL service of AWS Glue, enjoying seamless integration and ease of use.
  • Users appreciate the versatile functionality of AWS Glue, simplifying data discovery, preparation, and analytics integration.
  • Users appreciate the ease of implementation and effective support of AWS Glue for seamless data integration and error tracing.
Cons
  • Users experience slow performance with AWS Glue, particularly in startup times and complex debugging processes.
  • Users face difficulties in debugging AWS Glue due to unclear error messages and a steep learning curve.
  • Users often face difficult debugging with AWS Glue, as error messages are not always clear and can be frustrating.
  • Users experience performance issues with AWS Glue, such as slow startup times and complex debugging processes.
  • Users note that AWS Glue can be time-consuming due to slow startup times and complex debugging processes.

What Are Recent G2 Reviews of AWS Glue?

What Are G2 Users Discussing About AWS Glue?

Denodo

Denodo is a leader in data management. The award-winning Denodo Platform is the leading logical data management platform for transforming data to trustworthy insights and outcomes for all data-related initiatives across the enterprise, including AI and self-service. Denodo's customers in all industries all over the world have delivered trusted AI-ready and business-ready data in a third of the time and with 10x better performance than with lakehouses and other mainstream data platforms alone. The Denodo Platform includes the following capabilities: - A semantic layer, with semantic search and embedded data prep in a self-service data catalog. - Unified, real-time-updated data views without expensive replication or copying of data. - Native connectors to over 200 source systems, both cloud and on-premises - An AI SDK which implements metadata-driven RAG (retrieval augmented generation) to provide trusted data to AI agents. - Query acceleration, improving lakehouse performance by 10x while also reducing compute and storage costs. - Federated enterprise-wide governance and privacy compliance. - Greater automation of common data engineering tasks, with the AI-powered Denodo Assistant. Enterprises world-wide across every major industry have used Denodo to achieve greater business self-service and agility, improve operational visibility and efficiency, optimize the performance and cost of modern data infrastructure such as Lakehouses, and ensure success of their AI initiatives. Denodo now offers two options to meet these needs: the Denodo Platform, deployable in all Clouds (AWS, Azure, GCP and Alibaba) and on-premises for full control, and Agora, our fully managed cloud service available on AWS, offering an entirely managed experience with the same rich data capabilities. Denodo provides a unique approach to data integration and management not found in any other platform. Denodo customers reported: 83% increase in business user productivity 67% reduction in time required to prepare data for AI 65% decrease in data delivery time vs. ETL 10x improvement in Lakehouse query performance compared to running queries directly resulting in an average three-year benefit of $6.8M, ROI of 408%, and payback within six months across customers.

Average Rating: 4.3/5.0

Total Reviews: 39

How Do G2 Users Rate Denodo?

  • Data Security: 8.1/10 (Category avg: 8.9/10)
  • Orchestration: 8.3/10 (Category avg: 8.7/10)
  • Application Performance: 8.0/10 (Category avg: 8.6/10)
  • Ease of Use: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Denodo?

  • Seller: Denodo
  • Year Founded: 1999
  • HQ Location: Palo Alto, CA
  • Twitter: @denodo
    5,555 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    792 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 47% Large, 30% Medium

What Do G2 Reviewers Say About Denodo?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integration and unified data access of Denodo, enhancing workflows and data management significantly.
  • Users appreciate the extensive built-in connectors of Denodo, streamlining seamless integration and facilitating unified data access.
  • Users highly value the extensive data cataloging features of Denodo, facilitating efficient integration and management of data sources.
  • Users appreciate the seamless data integration of Denodo, which streamlines workflows and enhances data management processes.
  • Users value the ease of use with Denodo, appreciating its seamless setup and integration capabilities.
Cons
  • Users find Denodo to be expensive, making it less accessible for smaller companies looking for affordable solutions.
  • Users often face bug issues with the Web Designer, impacting usability compared to the Admin tool.
  • Users find the Web Designer buggy at times, leading to frustration compared to the Admin tool's performance.
  • Users find the steep learning curve of Denodo challenging, particularly for smaller companies with limited resources.
  • Users find the steep learning curve of Denodo challenging, especially for smaller companies trying to adapt.

What Are Recent G2 Reviews of Denodo?

What Are G2 Users Discussing About Denodo?

TIBCO Data Virtualization

An enterprise data virtualization solution that orchestrates access to multiple and varied data sources and delivers the data sets and IT-curated data services foundation for nearly any analytics solution

Average Rating: 4.1/5.0

Total Reviews: 29

How Do G2 Users Rate TIBCO Data Virtualization?

  • Data Security: 8.3/10 (Category avg: 8.9/10)
  • Orchestration: 8.5/10 (Category avg: 8.7/10)
  • Application Performance: 8.5/10 (Category avg: 8.6/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind TIBCO Data Virtualization?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 65% Large, 29% Small

What Are Recent G2 Reviews of TIBCO Data Virtualization?

What Are G2 Users Discussing About TIBCO Data Virtualization?

Informatica Data Integration and Engineering

Cloud Data Integration (CDI) is a comprehensive, AI-powered ETL and ELT solution designed to easily move, transform, and synchronize data between various sources and target systems across any cloud, anywhere, at scale. Built on a modern technology stack, CDI offers easy, efficient and cost-effective data ingestion, transformation, synchronization, and replication for a multi-cloud and serverless world for everyone and everywhere. It covers diverse integration patterns, ensuring you have well-architected and seamlessly automated data pipelines for all your advanced analytics and AI needs.

Average Rating: 4.3/5.0

Total Reviews: 308

How Do G2 Users Rate Informatica Data Integration and Engineering?

  • Data Security: 9.1/10 (Category avg: 8.9/10)
  • Orchestration: 8.3/10 (Category avg: 8.7/10)
  • Application Performance: 8.6/10 (Category avg: 8.6/10)
  • Ease of Use: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind Informatica Data Integration and Engineering?

  • Seller: Informatica
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 58% Large, 28% Medium

What Do G2 Reviewers Say About Informatica Data Integration and Engineering?

AI-generated summary from verified user reviews

Pros
  • Users find Informatica Data Integration's ease of use remarkable, favoring its intuitive interface and drag-and-drop functionality.
  • Users value the efficiency of Informatica Data Integration, enabling reliable and scalable ETL processes seamlessly.
  • Users value the ease of use and extensive connectivity of Informatica Cloud Data Integration for efficient ETL processes.
  • Users value the time-saving capabilities of Informatica Data Integration, benefiting from efficient cloud access and automation.
  • Users appreciate the automation features of Informatica Data Integration, enhancing efficiency in data workflows and scheduling.
Cons
  • Users find the complexity of setup and configuration challenging, particularly for beginners navigating the platform.
  • Users find the complex usability of Informatica Data Integration challenging, especially during setup and performance optimization.
  • Users find that debugging can be difficult, as it often requires significant effort and expertise to manage effectively.
  • Users find the difficult setup process challenging, especially for newcomers to the Informatica platform.
  • Users find the error messages frustrating and lacking documentation, complicating their experience with the tool.

What Are Recent G2 Reviews of Informatica Data Integration and Engineering?

What Are G2 Users Discussing About Informatica Data Integration and Engineering?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated