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Data Quadrant Awards 2025

Data Integration


SoftwareReviews names Zapier, Microsoft SQL Server, Microsoft Azure Data Factory, AWS Glue, Flowgear, and TeamDynamix iPaaS as Data Integration Data Quadrant Award Winners.


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Data Integration

Data Quadrant

Data Quadrants are proudly founded in 100% user review data and are free of traditional "magical" components such as market presence and analyst opinion, which are opaque in nature and may be influenced by vendor pressure, financial or otherwise.

The SoftwareReviews Data Quadrant evaluates and ranks products based on feedback from IT and business professionals. The placement of a software in the Data Quadrant indicates its relative ranking as well as its categorization.

Read The In-Depth Report

A thorough evaluation and ranking of all software in an individual category to compare software across every dimension.

  • user satisfaction rankings
  • |
  • vendor capability comparisons
  • |
  • business value scores
  • |
  • individual feature evaluations
  • |
  • emotional connection to products
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30+ pages

Data Integration Data Quadrant

Note Software product placement is based on the scores provided by users, recency of the reviews, and review volume. Axes are dynamically adjusted based on the minimum and maximum values in the data set.

Evaluate the Complete

Software Experience

When distilled down, the software experience is shaped by both the experience with the software and the relationship with the vendor. Evaluating enterprise software along these two dimensions provides a comprehensive understanding of the product and helps identify vendors that can deliver on both.

Product Features and Satisfaction

The satisfaction is captured in the overall satisfaction score, which is driven by the likelihood of users to recommend the software, combined with user satisfaction across top product features.

Vendor Experience and Capabilities

The vendor relationship is calculated in a weighted average of the satisfaction scores tied to vendor capabilities (e.g. software implementation, training, customer support, product roadmap) as well as emotional response ratings toward the vendor (e.g. trustworthy, respectful, fair).

Gold Medalists


Zapier

Zapier

At Zapier, we’re not just making software—we’re building a platform to help millions of businesses globally scale with automation and AI. Our mission is to make automation work for everyone by delivering products that delight our customers. You’ll collaborate with brilliant people, use the latest tools, and leverage the flexibility of remote work. Your work will directly fuel our customers’ success, and as they grow, so will you.

8.9

Composite
Score

Composite
Score

+90

Emotional
Footprint

Emotional
Footprint

91%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
124Reviews

Microsoft Corporation

Microsoft SQL Server

Apply intelligence across all your data with SQL Server 2022. Whether your data is structured or unstructured, query and analyze it using the data platform with industry-leading performance and security. Regardless of where your data is stored, query and analyze it with the data platform known for performance, security, and availability.

8.7

Composite
Score

Composite
Score

+89

Emotional
Footprint

Emotional
Footprint

88%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
224Reviews

Microsoft Corporation

Microsoft Azure Data Factory

Azure Data Factory is Azure's cloud ETL service for scale-out serverless data integration and data transformation. It offers a code-free UI for intuitive authoring and single-pane-of-glass monitoring and management. Data Factory provides a data integration and transformation layer that works across your digital transformation initiatives.

8.7

Composite
Score

Composite
Score

+91

Emotional
Footprint

Emotional
Footprint

88%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
79Reviews

Amazon

AWS Glue

AWS Glue is a serverless data integration service that makes data preparation simpler, faster, and cheaper. You can discover and connect to over 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. AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy for customers to prepare and load their data for analytics.

8.7

Composite
Score

Composite
Score

+94

Emotional
Footprint

Emotional
Footprint

88%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
57Reviews

flowgear

Flowgear

Flowgear enables Businesses of All Sizes to shed the workload & complexity of App-to-App integration quickly & affordably. Build powerful Applications, Data & API Integrations from a single interface in minutes, not months, using our no-to-low code, .NET iPaaS Platform. 200+ pre-built application & technology connectors provide instant integration to hundreds of SaaS & on-premise applications, as well as reusable workflows & APIs. Boost Productivity with our Complimentary Proof of Concept or Free Trial.

8.6

Composite
Score

Composite
Score

+93

Emotional
Footprint

Emotional
Footprint

90%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
36Reviews

TeamDynamix

TeamDynamix iPaaS

Jump start digital transformation with codeless integration and automation; use a no code / low code visual flow builder and out-of-the-box connectors to popular systems like Salesforce, Workday, Office365, DocuSign, Active Directory, Azure, and more… watch automation take off. Leverage a library of pre-built connectors and templates or create new integration points; easily gain control of APIs; simplify, centralize, and secure connections. Use pre-made flow templates or the visual flow builder to grab data elements and trigger action all while easily managing and testing workflows. Governance, security, and auditing keeps everything under control.

8.4

Composite
Score

Composite
Score

+83

Emotional
Footprint

Emotional
Footprint

87%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
58Reviews

Vendor Capability Awards


Availability and Quality of Training

Cleo Integration Cloud

Badge Winner

Breadth of Features

Flowgear

Badge Winner

Business Value Created

Flowgear

Badge Winner

Ease of Customization

Zapier

Badge Winner

Ease of Data Integration

Jitterbit Harmony

Badge Winner

Ease of IT Administration

Jitterbit Harmony

Badge Winner

Ease of Implementation

Cleo Integration Cloud

Badge Winner

Product Strategy and Rate of Improvement

Cleo Integration Cloud

Badge Winner

Quality of Features

Cleo Integration Cloud

Badge Winner

Usability and Intuitiveness

Fivetran

Badge Winner

Vendor Support

Flowgear

Badge Winner

Vendor Capability Awards


Availability and Quality of Training

Cleo Integration Cloud


Breadth of Features

Flowgear


Business Value Created

Flowgear


Ease of Customization

Zapier


Ease of Data Integration

Jitterbit Harmony


Ease of IT Administration

Jitterbit Harmony


Ease of Implementation

Cleo Integration Cloud


Product Strategy and Rate of Improvement

Cleo Integration Cloud


Quality of Features

Cleo Integration Cloud


Usability and Intuitiveness

Fivetran


Vendor Support

Flowgear


Other Evaluated Vendors


Salesforce.com Inc

Mulesoft Anypoint Platform

Anypoint Platform is a unified, highly productive, hybrid integration platform that creates an application network of apps, data and devices with API-led connectivity. Anypoint Platform is an enterprise integration platform for SOA, SaaS and APIs that gives you the freedom to integrate what you want, when you want, whether it's on-premises or in the cloud.

8.1

Composite
Score

Composite
Score

+87

Emotional
Footprint

Emotional
Footprint

84%

Likeliness to
Recommend

Likeliness
to Recommend

57Reviews

SAP

SAP Data Services

Unlock meaning from all of your organization’s data – structured or unstructured – with SAP Data Services. This data management software provides best-in-class functionality for data integration, quality, cleansing, and more. Ensure end-to-end support for growing data quality needs across users and data types with AI-driven automation.

8.1

Composite
Score

Composite
Score

+87

Emotional
Footprint

Emotional
Footprint

89%

Likeliness to
Recommend

Likeliness
to Recommend

67Reviews

Boomi

Boomi

Built from the mightiness of cloud-native technologies and the power of distributed computing, Boomi’s multi-cloud, independent platform supports everyone with legendary ease-of-use and superior adaptability, flexibility, and scalability. Boomi is the platform for intelligent connectivity and automation. Connect everyone to everything, anywhere. Seamlessly connect applications, data, and people, across your business and partner ecosystem.

8.1

Composite
Score

Composite
Score

+83

Emotional
Footprint

Emotional
Footprint

87%

Likeliness to
Recommend

Likeliness
to Recommend

48Reviews

Cleo

Cleo Integration Cloud

Cleo Integration Cloud (CIC) is a cloud-based integration platform, purpose-built to design, build, operate and optimize critical ecosystem integration processes. The CIC platform brings end-to-end integration visibility across EDI, non-EDI, and API integrations that gives technical and business users the confidence to rapidly onboard trading partners, enable integration between applications, and accelerate revenue-generating business processes. On the platform, businesses have the choice of self-service, managed services, or a blended approach – ensuring complete flexibility and control over their integration strategy.

8.0

Composite
Score

Composite
Score

+94

Emotional
Footprint

Emotional
Footprint

87%

Likeliness to
Recommend

Likeliness
to Recommend

62Reviews

Workato

Workato

Workato is an AI-based middleware platform that enables both business and IT to integrate their apps and automate complex business workflows with security and governance. Given the massive and growing fragmentation of data, apps, and business processes in enterprises today, our mission is to help companies integrate and automate at least 10 times faster than traditional tools and at a tenth of the cost of ownership.

7.9

Composite
Score

Composite
Score

+96

Emotional
Footprint

Emotional
Footprint

88%

Likeliness to
Recommend

Likeliness
to Recommend

37Reviews

Jitterbit

Jitterbit Harmony

Jitterbit is dedicated to accelerating innovation for our customers by combining the power of APIs, integration and artificial intelligence. Using the Jitterbit Harmony iPaaS, companies can rapidly connect SaaS, on-premise and cloud applications and instantly infuse artificial intelligence into any business process.

7.9

Composite
Score

Composite
Score

+93

Emotional
Footprint

Emotional
Footprint

90%

Likeliness to
Recommend

Likeliness
to Recommend

35Reviews

Oracle

Oracle Data Integrator

Oracle Data Integrator (ODI) is a best-of-breed data integration platform focused on fast bulk data movement and handling complex data transformations. Oracle Data Integrator loads and transforms data faster into data warehouses by leveraging the power of the target database instead of relying on a conventional ETL server. Pre-built connectors simplify integration by automating manual integration tasks needed to connect databases and big data.

7.8

Composite
Score

Composite
Score

+84

Emotional
Footprint

Emotional
Footprint

82%

Likeliness to
Recommend

Likeliness
to Recommend

84Reviews

Informatica LLC

Informatica Data Integration

Informatica Data Integration and Engineering helps automate routine tasks with low-code/no-code tools, reducing the amount of time and resources required. Optimize your cloud data integration with cloud-native, high-performance data integration for multi-cloud and serverless computing environments. Informatica Data Integration combines all your business data into a trusted, unified view with zero code data integration tools and solutions from Informatica.

7.8

Composite
Score

Composite
Score

+84

Emotional
Footprint

Emotional
Footprint

86%

Likeliness to
Recommend

Likeliness
to Recommend

41Reviews

Talend

Talend Data Fabric

Talend offers robust data integration in an open and scalable architecture to maximize its value to your business. Simple, graphical tools and wizards get you up and running quickly with native code generation and Continuous Delivery capabilities that streamline development.

7.7

Composite
Score

Composite
Score

+92

Emotional
Footprint

Emotional
Footprint

85%

Likeliness to
Recommend

Likeliness
to Recommend

30Reviews

Fivetran

Fivetran

The Fivetran platform reliably and securely centralizes data from hundreds of SaaS applications and databases into any cloud destination — whether deployed on-premises, in the cloud or in a hybrid environment. Fivetran allows your analysts to query any data set at any time. Fivetran automated data integration is built on a fully managed ELT architecture that delivers zero-maintenance pipelines and ready-to-query schemas.

7.7

Composite
Score

Composite
Score

+80

Emotional
Footprint

Emotional
Footprint

88%

Likeliness to
Recommend

Likeliness
to Recommend

33Reviews

CloverDX

CloverDX

CloverDX a data integration software designed to rapidly implement, manage, and automate data workflows that convert data from sources to targets, solve data quality issues, perform complex data movements between applications, and facilitates the continuous exchange of data among systems.

7.5

Composite
Score

Composite
Score

+86

Emotional
Footprint

Emotional
Footprint

85%

Likeliness to
Recommend

Likeliness
to Recommend

30Reviews

SnapLogic

SnapLogic Intelligent Integration Platform

The SnapLogic Intelligent Integration platform is a powerful and flexible platform that meets a variety of integration needs, all with a unified user interface that is powered by Iris AI. Our no code and low code approach provides maximum productivity from integration specialists to citizen integrators to ad-hoc integrators.

7.4

Composite
Score

Composite
Score

+85

Emotional
Footprint

Emotional
Footprint

78%

Likeliness to
Recommend

Likeliness
to Recommend

29Reviews

Celigo

Celigo Integration Platform

The Celigo platform is an integration platform as a service (iPaaS) that allows IT and line of business teams alike to automate both common and custom business processes, enabling the entire organization to be more agile and innovate faster than competitors. The Celigo Integration Platform (iPaaS) enables business teams to self-serve while providing best practices and governance at cloud scale.

7.1

Composite
Score

Composite
Score

+74

Emotional
Footprint

Emotional
Footprint

87%

Likeliness to
Recommend

Likeliness
to Recommend

34Reviews

Altova GmbH

Altova MapForce

Altova MapForce is an award-winning, graphical data mapping tool for any-to-any conversion and integration. Its powerful data mapping tools convert your data instantly and provide multiple options to automate recurrent transformations. Altova MapForce offers unparalleled power and flexibility for advanced data mapping, conversion, and transformation.

7.0

Composite
Score

Composite
Score

+74

Emotional
Footprint

Emotional
Footprint

84%

Likeliness to
Recommend

Likeliness
to Recommend

68Reviews

SAS Institute Inc.

SAS Data Integration Studio

SAS Data Integration Studio enables users to quickly build and edit data integration, to automatically capture and manage standardized metadata from any source, and to easily display, visualize, and understand enterprise metadata and your data integration processes.

6.6

Composite
Score

Composite
Score

+62

Emotional
Footprint

Emotional
Footprint

79%

Likeliness to
Recommend

Likeliness
to Recommend

27Reviews

For the full list of vendors in this space, click here.

About Gold Medal Awards and Software Reports

SoftwareReviews Gold Medal Awards recognize outstanding vendors in the technology marketplace as evaluated by their users. Gold Medals are the capstone of an in-depth software evaluation report, and awarded using a proprietary, transparent methodology based on a composite satisfaction score that averages four different areas of evaluation: Net Emotional Footprint, Vendor Capabilities, Product Features, and Likeliness to Recommend. The Net Emotional Footprint Score measures user emotional response ratings of the vendor (e.g. trustworthy, respectful, fair).

Software Reports present comprehensive evaluations of software vendors on the above elements. Software buyers can use this data to make more informed, data-driven software purchasing and renewal decisions.

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