Austin, Texas March 11, 2024 — SelectHub, a leader in software research and selection, today unveiled the recipients of its prestigious “Best Of” Awards for 2024 in the ETL (Extract, Transform, Load) tools category. These awards underscore SelectHub’s ongoing dedication to recognizing excellence in the software industry. By spotlighting top ETL solutions across various categories, the awards highlight products based on comprehensive analyst ratings and authentic user feedback.

Marcus Flemming, VP of Marketing at SelectHub, stated, “SelectHub’s ‘Best Of’ awards acknowledge the leading ETL tools based on our rigorous and transparent evaluation of the market’s key players. Our proprietary analysis ensures that we offer our users a curated list of software solutions that excel in vital areas such as data delivery governance and transformation.”

Sandesh Sindiri, Head of Software Solutions and Technology Research at SelectHub, remarked, “Through meticulous assessment of industry KPIs and leveraging our technology selection management platform, we have pinpointed the true leaders in the ETL domain. As the industry progresses, we acknowledge the critical influence of emerging technologies such as cloud-based solutions and real-time data processing in executing data management strategies.”

SelectHub evaluated 51 vendors across 7 categories of software capabilities, plus categories for analyst and user favorites.

• The Analysts’ Pick award recognized the top-tier software vendors in the industry that scored the highest based on SelectHub’s analyst research.
• The User Favorite award honored the top 19 products that received “Excellent” user satisfaction ratings, based on aggregated review data from real users.

Best-in-class awards were distributed in the following categories to the top products achieving a score of 80 or higher in SelectHub’s technology selection platform:

• Data Delivery Capabilities
• Data Quality and Data Governance
• Data Sources and Targets Connectivity
• Data Transformation
• Design & Development Environment Capabilities
• Metadata Management
• Platform Capabilities

Analyst’s Pick
IDMC, InfoSphere Information Server, Informatica PowerCenter, Oracle Data Integrator and Talend earned the status of best overall solutions in the market.

User Favorites
The user favorites, listed in order for user satisfaction score, were Qlik Replicate, Grow, Private Data Exchange, PST to Office 365 A2Z Migrations, Stambia, Flatirons Fuse, Lyftron, Phocas, Hevo, Power My Analytics, EasyMorph, Zuar Runner, Exago, Mathematica, Fivetran, ClicData, Cloud Data Fusion, IFTTT and Informatica PowerCenter.

Data Delivery Capabilities
The winners in this category were TIBCO Cloud Integration, IDMC, Cloud Data Fusion, Oracle Data Integrator, InfoSphere Information Server, SAS Data Management, Talend, Informatica PowerCenter and Pentaho.

Data Quality and Data Governance
Best-in-class accolades for data quality and governance went to IDMC, SQL Server Integration Services, Oracle Data Integrator, InfoSphere Information Server, Talend, Informatica PowerCenter and Pentaho.

Data Sources and Targets Connectivity
IDMC, Integrate.io, InfoSphere Information Server and Informatica PowerCenter claimed the victory in this category.

Data Transformation
The market leaders for data transformation features were IDMC, SQL Server Integration Services, SAP Data Services, Oracle Data Integrator, Dataflow, Azure Data Factory and Talend.

Design & Development Environment Capabilities
The winners of this category were IDMC, DataStage, Qlik, Talend Data Integration, Oracle Data Integrator, Dataflow, SAS Data Management, Talend and Informatica PowerCenter.

Metadata Management
Dataflow, InfoSphere Information Server, AWS Glue and Informatica PowerCenter were recognized as leaders in this category.

Platform Capabilities
Standouts for delivering core functionality were TIBCO Cloud Integration, IDMC, DataStage, Cloud Data Fusion, Oracle Data Integrator, Dataflow, Integrate.io, Azure Data Factory, InfoSphere Information Server and AWS Glue.

SelectHub leverages a prescriptive approach to software selection, consolidating data collected through meticulous analysis in the SelectHub platform. This offers organizations a best-practice approach to reduce risk and find the right software for their needs.

To learn more about the 2024 awards in this category and to see a complete list of winners, please visit SelectHub’s ETL tools page.

About SelectHub

SelectHub has the software selection platform, data, methodology and expertise that makes selecting software streamlined, agile, collaborative, and free of bias. SelectHub supports everything from initial research to final vendor selection and price negotiation. Driven by data from detailed research and analysis, then validated from thousands of real-world selection projects, SelectHub shortcuts the selection process, ensuring more informed, accurate purchase decisions. To learn more, please visit https://www.selecthub.com.

Contact:
Marcus Flemming
SelectHub
[email protected]