Best ETL Tools

ETL (extract, transform, and load) tools are used to transfer data between databases or for external use. ETL tools are used for data replication for storage in database management systems and data warehouses as well as the extraction for the purpose of analytics.. These software products are used to transform data sets to operationalize through querying and analysis. Many companies use these tools to create a visual workflow for the data they are transferring. Other uses are typically analysis, data cleansing, and structuring data.

To qualify for inclusion in the ETL category, a product must:

  • Facilitate extract, transform, and load processes
  • Transform data for quality or visualization
  • Audit or record integration data
  • Archive data for backup, future reference, or analysis

ETL Tools Grid® Overview

The best ETL Tools products are determined by customer satisfaction (based on user reviews) and market presence (based on products’ scale, focus, and influence) and placed into four categories on the Grid®:
  • Products in the Leader quadrant are rated highly by G2 Crowd users and have substantial Market Presence scores. Leaders include: dataloader.io
  • High Performers are highly rated by their users, but have not yet achieved the Market Presence of the Leaders. High Performers include: StarfishETL, Adeptia Integration Suite, and Xplenty
  • Contenders have significant Market Presence and resources, but have received below average user Satisfaction ratings or have not yet received a sufficient number of reviews to validate the solution. Contenders include: SAP HANA Cloud Integration
  • Niche solutions do not have the Market Presence of the Leaders. They may have been rated positively on customer Satisfaction, but have not yet received enough reviews to validate them. Niche products include: Actian DataConnect
G2 Crowd Grid® for ETL Tools
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    ETL Tools reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

    Use the most popular data loader for Salesforce to quickly and securely import, export and delete unlimited amounts of data for your enterprise. Get started quickly with our simple, 100% cloud solution.


    Xplenty is a data delivery cloud platform that enables the integration and processing of data from a variety of data stores and SaaS applications. Customers can choose to run Xplenty on AWS and Google Cloud in various supported regions, and they can read and write data from/to on-premise locations, private cloud environments, public cloud providers and over the internet. We use a plethora of cloud-based infrastructure components that allow us to provide you with a scalable, secure and reliable data integration service that caters to any type of workload, whether it’s processing thousands of records a day or billions of records 24/7.


    SAP HANA Cloud Integration facilitates the integration of business processes and data across on-premise and cloud applications (cloud-cloud and cloud-on-premise integration). Process integration capabilities allow you to integrate business processes spanning different companies, organizations, or departments within an organization. Data integration capabilities allow you to efficiently and securely use ETL (extract, transform, load) tasks to move data between on-premise systems and the cloud.


    Adeptia Integration Suite (AIS) is the most versatile and comprehensive integration software platform on the market. AIS eliminates the need for multiple integration vendors and applications, maximizes your investment, and ensures your organization is prepared for the future. Our enterprise-class software platform has garnered recognition from industry analysts and proven itself at hundreds of companies to automate every step in their B2B integration processes. Since 2000, we’ve worked with hundreds of customers to address their meatiest integration and connectivity needs.


    StarfishETL for Integration: StarfishETL provides seamless data integration from one database to another - whether hosted, on-premises, or in the Cloud. It links multiple databases and systems with extreme flexibility, power, and speed, and delivers the insights to engage your customers and prospects on a whole new level. StarfishETL can integrate your CRM with email, ERP, social media, marketing automation systems, and even specialized databases. StarfishETL for Migration: StarfishETL is loaded with pre-built capabilities, but it's not limited by them. You have the power to set up your project any way you desire to get the data results that fit your business. Add custom fields in our Cloud wizard, or use the on-premises tool for more advanced personalization.


    The Actian Cloud Edition offers Actian DataConnect (previously Pervasive Data Integrator Cloud) – a fast, powerful, cost-effective and easy-to-use data integration tool.


    AWS Import/Export Snowball is a petabyte-scale data transport solution that uses secure appliances to transfer large amounts of data into and out of the AWS cloud and addresses common challenges with large-scale data transfers including high network costs, long transfer times, and security concerns.


    AWS Database Migration Service helps you migrate databases to AWS quickly and securely. The source database remains fully operational during the migration, minimizing downtime to applications that rely on the database.


    Fivetran makes it possible to gain the insightful benefits of centralized data. Analyzing your organization's data is critical for developing your business. Fivetran makes this fast and easy by connecting your databases, applications, and more to a central data warehouse. Without writing a single line of code, analysts can query and combine data sources for a holistic view of company performance.


    Skyvia is a web service for cloud data integration, management and backup. It provides quick and easy data integration with no coding, secure cloud-to-cloud backup with few clicks restore, online data management via SQL and REST API data access via OData protocol. Skyvia supports the following data sources: CRM: Salesforce, Dynamics CRM, SugarCRM, Zoho CRM, NetSuite Accounting: QuickBooks, FreshBooks Marketing: Salesforce Marketing Cloud, MailChimp, HubSpot, Marketo Ecommerce: Bigcommerce, Shopify, Magento Esupport: Freshdesk, Zendesk Google Apps Databases: MySQL, PostgreSQL, SQL Server, SQL Azure, Amazon RDS Data Warehouses: Google BigQuery, Azure SQL Data Warehouse, Amazon Redshift Data Storages: FTP, SFTP, Dropbox, Box, Google Drive


    With DBAmp, you can easily access your Salesforce objects using SQL Select, Update, Insert and Delete statements.


    Dexi provides an automated data intelligence environment. Its data extraction, monitoring and process software delivers rapid data insights leading to better decisions and business performance.


    Amazon S3 Transfer Acceleration makes public Internet transfers to Amazon S3 faster.


    Attunity CloudBeam offers accelerated file transfer to cloud storage such as AWS S3


    AWS Glue is a fully managed extract, transform, and load (ETL) service designed to make it easy for customers to prepare and load their data for analytics.


    AWS Migration Hub provides a single location to track the progress of application migrations across multiple AWS and partner solutions.



    DataVirtuality Platform connects any data source with all Business Intelligence tools. The software accesses, manages and integrates any database and cloud service in real-time. All, by using SQL. Combining data virtualization and Extract-Load-Transform (ELT) processes, DataVirtuality is the only solution that both enlarges and accelerates complex analyses with a minimum effort. Imprint: https://datavirtuality.com/imprint/


    Matillion ETL is an AMI-based ETL/ELT tool built specifically for platforms such as Amazon Redshift.


    Stitch is an ETL service built for developers.


    Syncfrog is a cloud-to-cloud deep integration app designed for CRM users who are dissatisfied with manually moving data between cloud-based applications. Syncfrog provides Intelligent Data Loading into CRM that allows marketing, sales and administrators to control how, where and when information is placed without the help of IT.Syncfrog enables business users to update multiple objects, apply business rules and automate tasks from a number of cloud sources to CRM using Clicktools proven, SMART-Mapping technology.


    Alooma enables data teams to have visibility and control. It brings data from your various data silos together to your data warehouse, all in real-time.


    Cloudera Data Science provides better access to Apache Hadoop data with familiar and performant tools that address all aspects of modern predictive analytics.


    Coriolis is designed to migrate all user's Windows and Linux virtual machines, templates, storage and networking configurations across any cloud infrastructure.


    When corporate decision makers need business data, they expect ready-to-use, up-to-date results. That expectation poses an IT challenge in Unisys environments where DMSII databases are non-relational, while business intelligence (BI) tools support databases that are exclusively relational. Databridge (formerly Attachmate Databridge) inspires cooperation between BI and DMSII in your data-driven environment.


    Teradata Data Mover removes the complexities from data movement and enables automation, control, and monitoring of the process. Its intuitive interface allows you to define tables and objects to move between sources and targets as well as determines the most efficient process in which to move the data.


    Move your data to Google Cloud Platform fast


    dotConnect Universal offers universal access to data of different databases for the Microsoft .NET Framework. It supports most of major database servers, including Microsoft SQL Server, Microsoft Access, Oracle, DB2, MySQL, PostgreSQL, SQLite, InterBase, and Firebird. Other servers can be accessed through their ADO.NET, OLE DB and ODBC providers.


    Etleap specializes in building tools to make data analytics teams more productive. Their SaaS ETL product is designed to let data teams build data warehouses without coding.


    ETL Framework allows you to create data integration and ETL scenarios using XML-based language or Java. You can easily embed framework in your application or deploy it as a Web application and connect to the open API. There is a wide selection of built-in transformations and you can develop your own using JavaScript and SQL.


    Integrator is a powerful and easy-to-use cloud data integration service which can work with data behind the corporate firewall. Users can create very complex data integration scenarios in no time, right in the browser, using intuitive drag and drop interface. Also, Integrator is a full blown Enterprise Service Bus, so users can easily build data integration APIs. Last but not least, Integrator supports unique data integration scenarios, typically requiring a specialized set of tools and costing a fortune to implement, such as: database change replication, HL7 transformations, direct data upload into the online data-warehouses such as Snowflake, and many others.


    All your marketing and advertising data where you want it. Funnel integrates with all your marketing and advertising platforms (390+ data sources out of the box) and allows you to easily feed your data anywhere you want. No matter where you want to visualize your data Funnel has a solution for you. Power your business intelligence system with all your marketing data, feed it to your data warehouse or dashboard solution or upload it directly to Google Data Studio, Google Sheets or Google Analytics. Stop spending time on gathering data manually, building and maintaining API connections, and use this time to analyze the data instead. The superpower of Funnel is that all your advertising and marketing data is in one place from day one, structured and combined in the way needed to make any sense of it. It does not require IT resources or a business analyst to create a new KPI dashboard or report, anyone can do it within minutes. Yes, it's really that simple. Join the world's best data-driven businesses and book a demo today to get started at Funnel.io


    Hevo enables businesses to use all of their data to make better data-driven decisions. With its Data Pipeline as a Service, it provides Data Engineers the ability to integrate, clean, enrich and bring together data from various data silos at any time to any destination.


    INTRODUCING A SERVICE THAT REIMAGINES THE MODERN DATA ARCHITECTURE AND SOLVES YOUR NEXT-GEN DATA PROBLEMS


    Repetitive tasks are for machines. Free up your time to discover new ways to use your data and leave the boring stuff to us. Parabola enables anyone to use drag-and-drop to build flows with powerful sources, transforms, and destinations, and then schedule them to run automatically on our servers with no code necessary.


    DataVirtuality Pipes is an agile and scalable cloud data integration solution to empower analytic tools with data that matters. With Pipes, you can integrate data from 150+ databases and API’s to any data warehouse in 5 minutes. There is no coding or maintenance of API’s required. It scales with your company and Business Intelligence needs and is fully upgradeable to DataVirtuality’s Logical Data Warehouse.


    Quadrotech provides tools for the management and migration of Enterprise Vault email archives, mailboxes and PST files.


    Next-generation Integration & Managed File Transfer solution. Includes secure messaging capabilities for SFTP, FTPS, OFTP, RNIF, etc.


    The Cloud Connectors delivers integrations that connect systems, information and people to streamline Human Capital Management business processes.


    TMMData provide a data integration, preparation, and management software that enable data governance and distribution at mid-level to enterprise-scale organizations by seamlessly blending data from any source it helps drive nimble decision making and organizational efficiency, giving businesses the tools they need to operationalize data by automating the otherwise productivity-sapping tasks of finding, transforming and aggregating information from multiple sources


    Velostrata is the cloud workload mobility company, that enables enterprises to move even production workloads to the public cloud in minutes, while controlling and automating where data resides.


    Workato, an iPaaS leader trusted by over 21,000 organizations, is the only platform for intelligent automation. It provides enterprise integration, process automation, and a citizen experience, enabling business users and IT to collaborate to build, operate and rollout automations without compromising security and governance. The world's top brands run on Workato including the #1 SaaS company, #1 enterprise collaboration company, #1 financial services company,#1 bakery cafe chain, #1 big data company, #1 cloud content management company, #1 home improvement company, #1 professional soccer league, #1 arts and crafts retail store, and more.


    Kate from G2 Crowd

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