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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.

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 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

Top 10 ETL Tools

  • Talend Cloud Data Integration
  • Stitch
  • Adverity
  • Fivetran
  • Workato
  • Skyvia
  • Lyftron
  • Qlik Replicate
  • Matillion ETL

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
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Integrate all your cloud and on-premises data with a secure cloud integration platform-as-a-service (iPaaS). Talend Integration Cloud puts powerful graphical tools, prebuilt integration templates, and a rich library of components at your fingertips. Talend Cloud's suite of apps also provide market-leading data integrity and quality solutions, ensuring that you can make data-driven decisions with confidence.

Stitch Data Loader is a simple, powerful ETL service for businesses of all sizes, up to and including the enterprise. More than 3,000 companies use Stitch to move billions of records every day from SaaS applications and databases into data warehouses and data lakes, where it can be analyzed with BI tools. Stitch, Inc. is a division of Talend.

(123)4.5 out of 5
Optimized for quick response

Adverity is an intelligent marketing analytics platform specialized in enabling data-driven marketing teams to make better decisions and improve performance, faster and easier. By transforming siloed data into actionable insight, Adverity reduces the complexity in demonstrating the return on investment of multichannel campaigns. Through automating data integration from hundreds of sources, our vendor-agnostic, end-to-end platform delivers a single view of marketing performance across your busin

(70)4.2 out of 5
Entry Level Price:$1.00/Credit

Shaped by the real-world needs of data analysts, Fivetran technology is the smartest, fastest way to replicate your applications, databases, events and files into a high-performance cloud warehouse. Fivetran connectors deploy in minutes, require zero maintenance, and automatically adjust to source changes — so your data team can stop worrying about engineering and focus on driving insights.

(131)4.7 out of 5
Optimized for quick response

Workato is the leading Enterprise Automation Platform. Recognized as a leader, Workato enables both business and IT teams to integrate their apps and automate business workflows without compromising security and governance. It enables companies to drive real-time outcomes from business events. There is no coding required, and the platform utilizes Machine Learning and patented technology to make the creation and implementation of automations 10X faster than traditional platforms. Over 7,000 of

(74)4.8 out of 5
Entry Level Price:FREE

Skyvia is a universal SaaS (Software as a Service) data platform for quick and easy solving a wide set of data-related tasks with no coding: data integration, automating workflows, cloud data backup, building reports and dashboards, data management with SQL, CSV import/export, creating OData services, etc. It supports a number of cloud applications and databases, and requires no software except a web browser.

(21)4.5 out of 5

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.

(85)4.9 out of 5
Entry Level Price:Free 2

Your ultimate next-gen agile, data delivery platform with modern cloud data warehouse & lake. Create and manage all of your data workloads on one platform. Boost the productivity of your data professionals and shorten your time to value in order to deliver modern and integrated data solutions swiftly from anywhere in your organization. We build the best data models around various source API’s, to ensure you will get all of your data and can query the non relational source like API/Json/XML w

(48)4.3 out of 5

Qlik Replicate (formerly Attunity Replicate) empowers organizations to accelerate data replication, ingestion and streaming across a wide variety of heterogeneous databases, data warehouses, and big data platforms. Used by hundreds of enterprises worldwide, Qlik Replicate moves your data easily, securely and efficiently with minimal operational impact. Qlik Replicate provides automated, real-time, and universal data integration across all major data lakes, streaming systems, databases, data ware

(25)4.3 out of 5

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

(93)4.4 out of 5
Optimized for quick response

Xplenty is a cloud-based ETL solution providing simple visualized data pipelines for automated data flows across a wide range of sources and destinations. The powerful on-platform transformation tools allow its customers to clean, normalize and transform their data while adhering to compliance best practices as well. Users can read and write data to/from on-premise locations, private cloud environments, public cloud providers and over the internet.

(54)4.4 out of 5

Informatica PowerCenter® helps you unleash the value of your data. It offers a unique end-to-end data integration platform, with a broad set of capabilities to integrate raw, fragmented data from disparate sources, transforming it into complete, high-quality, business-ready information. As your environment grows and matures, PowerCenter scales to meet your expanding business needs, data volumes, and complexity, while providing insights to IT and the business

(44)3.9 out of 5

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.

(28)4.6 out of 5

Azure Data Factory (ADF) is a service designed to allow developers to integrate disparate data sources. It provides access to on-premises data in SQL Server and cloud data in Azure Storage (Blob and Tables) and Azure SQL Database.

(88)4.2 out of 5
Optimized for quick response

Singular was founded to simplify marketing data by helping clients quickly and confidently answer questions about channel priority, budget allocation, and delivering data to your internal system. By automatically organizing and combining users’ most important datasets, Singular exposes critical insights and empowers businesses to connect marketing inputs to business outcomes to drive growth. Singular works with some of the biggest mobile app publishers in the world, including Lyft, Twitter, Rovi

(29)4.1 out of 5

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.

(14)4.3 out of 5

Enable users to ingest, blend, cleanse and prepare diverse data from any source. With visual tools to eliminate coding and complexity, Pentaho puts the best quality data at the fingertips of IT and the business.

(18)4.8 out of 5

Rivery automates and orchestrates all data processes, empowering businesses to unlock the possibilities hidden within their data. Rivery’s data integration platform consolidates, transforms, and manages all of a company's internal and external data sources in the cloud. Key benefits of Rivery include: - ELT paradigm: Generate faster results. Rivery aggregates, transforms, and models data directly inside of a cloud data warehouse. - Automated data orchestration: Automate the entire data orch

(15)3.9 out of 5

Process Any Data, From Any Source. Centralize data processing of all types. Normalize varying schema and formats. Quickly extend to custom log formats. Easily add plugins for custom data sources

(49)3.9 out of 5
Optimized for quick response

IBM® InfoSphere® DataStage® is a leading ETL platform that integrates data across multiple enterprise systems. It leverages a high performance parallel framework, available on-premises or in the cloud. The scalable platform provides extended metadata management and enterprise connectivity. It integrates heterogeneous data, including big data at rest (Hadoop-based) or big data in motion (stream-based), on both distributed and mainframe platforms. It supports IBM Db2® Z and Db2 for z/OS®, applies

(11)5.0 out of 5
Entry Level Price:$0 per month

Parabola is a drag-and-drop productivity tool that runs entirely in your browser. We have a library of customizable, prebuilt components specifically designed for ecommerce operations and marketing teams to pull in data, combine and transform it in bulk, and automatically take action.

(16)4.3 out of 5

ETL Tool

(23)4.1 out of 5

AWS Data Pipeline is a web service that helps you process and move data between different AWS compute and storage services, as well as on-premises data sources, at specified intervals.

(49)4.0 out of 5

Data Integration The fastest, most cost effective way to connect data. Talend offers robust data integration in an open and scalable architecture to maximize its value to your business. As part of the Talend Data Fabric, Talend Data Integration provides the unified tools to integrate, cleanse, mask and profile all of your data, enabling you to turn data into decisions. -Develop and deploy 10 times faster -Increase trust in data -Lower cost of ownership

(11)5.0 out of 5

Blendo is a flexible ELT platform that can connect your sales, marketing or financial platforms with your data warehouse. Data and business people alike turn to Blendo when they need to supercharge their data analytics with all of their company data sources. Get consistent analytics-ready data, from Salesforce, Pardot, Zendesk or NetSuite in minutes and zero maintenance.

(25)4.6 out of 5

Snowplow is a data delivery platform that collects and operationalizes behavioral data at scale. We empower you and your team to rise above the difficulties of data delivery and organization, enabling you to focus on your data journey.

(10)4.7 out of 5
Optimized for quick response

enosix is the most innovative provider of real-time process integration and automation solutions between SAP ERP and any front end system of engagement. Our solutions are pre-built and require minimal coding, enabling enterprise companies to quickly realize value from unifying SAP with their front-end systems—in days instead of months. enosix unlocks data, business process, authorizations, and user permissions from SAP without recreating it from the front-end, and delivers the back-end transla

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

(14)4.6 out of 5

Data Virtuality is a data integration and management platform for instant data access, easy data centralization, and data governance. It empowers companies to get fast and direct insights from scattered data. Data from multiple data sources can be integrated and managed in one interface. This not only simplifies data management but also drastically reduces data integration efforts - by up to 80%. The Data Virtuality platform offers three solutions: Data Virtuality Logical Data Warehouse - Hi

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High Performers
Ab Initio
Snowplow Analytics
Talend Cloud Data Integration
Adeptia Connect
AWS Database Migration Service
AWS Import/Export Snowball
AWS Data Pipeline
Amazon S3 Transfer Acceleration
Data Virtuality Platform
AWS Glue
Matillion ETL
Azure Data Factory
Qlik Replicate
IBM InfoSphere DataStage
Oracle Data Integrator
Altova MapForce
Pentaho Data Integration
Market Presence

Learn More About ETL Tools

What are ETL Tools?

ETL stands for extract, transform, and load. Organizations use this process to collect data from various sources, clean it for different applications in a staging system, and upload it to a specific database. Sometimes, organizations simply need to extract data from a platform for other uses as well. ETL tools provide a variety of functionalities to facilitate this process and mitigate issues with data management.

ETL tools work through a process of extraction, transformation and loading to help simplify the data management process. First information is extracted from internal databases, external databases, applications and systems. Next, the user converts the inputs into a more suitable format so it can be stored appropriately and easily queried and analysed later. Lastly, the polished file is typically loaded into a data warehouse or other database where it can be processed by different business intelligence software or analytics software that can be run against it at some point in the future.

ETL tools have proven to be extremely valuable to businesses when it comes to improving the quality of the information stored and analyzed by businesses. Data migration, merging, and warehousing are all important aspects of the data collection and analysis process. All these processes are greatly improved when paired with ETL tools. If they want, users can manually query information when it becomes available and store the results in a database. Alternatively, they can build their own pipeline, however, those options typically come with an additional cost.

Key Benefits of ETL Tools

  • Allow users to successfully transfer data without committing their own resources to building and maintaining a data pipeline
  • Help preserve data integrity
  • Easily scale and execute projects as they grow

Why Use ETL Tools?

ETL tools make the process of moving and manipulating data much easier; without them, employees would have to be experts in every field they use information from. Furthermore, employees would need to code all that information by hand. The typical type of data mitigation can consume copious amounts of money and resources. Additionally, it can create hours worth of additional work for developers who must constantly update those computations.

Another reason to use ETL software is the fact that creating an independent data pipeline can be extremely confusing and time consuming as the amount of information stored in a database increases.

Scalability — One reason that ETL tools should be considered in the operation of a business is that they allow for easy scaling. A successful business will grow and so will the amount of information needed for its sustainability.

Professional grade — One alternative to an ETL is for a company to create its own pipeline, but that can be problematic as the amount of information in a database increases. Pipelines need to constantly be edited and modified to handle datasets that are consistently expanding over time but also change the way information is processed. This approach can devour hours of time and is prone to human error; ETL tools save companies the time and hassle that comes with a proprietary pipeline.

Efficiency — By removing the need for constant maintenance, ETL tools improve productivity and allow developers to focus their energy on growing and managing websites or applications associated with their company.

Who Uses ETL Tools?

The main users of ETL tools tend to be ETL developers, admins, and database administrators (DBAs).

ETL developers — ETL developers are responsible for creating ETL software and implementing it within a company. They periodically update the software as needed and modify how data is processed when necessary. In addition to creating ETL systems, developers manage ETL systems to ensure they are functioning properly and efficiently.

ETL admins — ETL admins have a wide range of responsibilities including performing standard importing of data and exporting of data, reporting the health and status of databases, backing up and recovering an ETL system, fixing bugs and optimizing the ETL software, and establishing roles and permissions for users in designated databases.

Database administrators — Usually employed with larger companies, database administrators are responsible for regulating and storing information. Their duties include designing databases, migrating information, and cleaning it as needed before it’s dumped into a repository. Typically, but not always, the DBA will be responsible for extracting all data from available sources before loading it into another system. However, they will always be responsible for transforming it. When adding new information to a database, there’s usually some differences in either the format of the file or its content which needs to be adjusted to properly synchronize with the rest of the information in the target database.

Kinds of ETL Tools

ETL tools are pretty straightforward but one variation of the extract, transform, and load process is ELT.

ELT — The ELT process differs in that users load the information into the database before they start the transformation phase. This change removes the staging system from the standard ETL process. The upside to this procedure is that it allows users to store raw data. The standard ETL process requires that all information and data be restructured prior to uploading. This is beneficial when a user doesn’t have time to clean information; they can still input their information into storage where it can be reviewed and modified later.

ETL Tools' Features

This category has many different platforms to choose from, all with slightly different offerings. However, most ETL tools have the following features.

Basic ETL functions — ETL tools must be able to extract data, transform it to fit the needs of the end user, and have the functionality to load data into a data warehouse.

Cloud-based — While some ETL tools are compatible with on-site systems, it’s essential they are able to integrate with cloud-based systems. Cloud-based systems have many advantages including seamless updates and the ability for users to easily collaborate across departments.

Connectors — Connectors are tools that allow various different software sources to integrate in one place. They act as a translator between software products so that software can be placed in a common format for easy integration. This is important as ETL tools need to transform data regardless of the source. This means that even with various origins, data should be convertible with the ETL software.

Visual designer — Almost all ETL tools integrate with a visual designer which is an application that allows users to utilize drag and drop functionality to design their system. This user-friendly interface enables users to design an ETL system with little to no coding.

Archive data — It’s essential that ETL tools backup data in the event that it needs to be restored. The data can also be easily stockpiled for future analysis. This is helpful for users that work with large amounts of data, as it can be easy to lose track of important data.

Record integration data — ETL tools must record integration data for every transaction. In the event that an audit needs to take place, it’s easier for users to pull the relevant data. Additionally, this helps identify when an issue was introduced to a system.