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ETL Software with Version Control (2026)

Last updated: March 2026

Key features of ETL Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Multiple Data Sources: Users value the ability to effortlessly connect, consolidate, and manage data from diverse sources, including various databases and APIs. 97% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Reviewers appreciate the ease and flexibility of importing and exporting data in multiple formats, ensuring seamless data movement. 96% of reviewers rated this feature as important or highly important.
  • Data Connectors: Users highlight the extensive range of pre-built connectors, simplifying data integration and eliminating the need for custom solutions. 95% of reviewers rated this feature as important or highly important.
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47 software options

BroadPeak logo

Low Code Enterprise Integration & ETL

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BroadPeak's easy-to-build data streaming ETL pipelines move data seamlessly to Redshift or Snowflake through a low-code interface.

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MuleSoft Anypoint Platform is a hybrid enterprise integration platform for integration of systems, data, and APIs. It provides tools for integration, APIs, and automation, enabling users to build, deploy, secure, and manage integrations across on-premises and cloud environments. Features include Integration Code Builder, Exchange Connectors, API management, RPA, AI-enabled data extraction, and pre-built solutions, helping enterprises accelerate IT delivery and automate security.

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Boomi logo

Cloud Integration Platform

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Boomi is a 100% cloud-native, no-code/low-code integration platform that enables organizations to easily connect everything within their digital architectures and automate business processes so their businesses move faster and achieve remarkable outcomes.

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ClicData logo

The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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Supermetrics logo

All your marketing data, wherever you need it.

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All your marketing data, wherever you need it. Supermetrics streamlines the delivery of data from 80+ sales and marketing platforms into the analytics and reporting tools marketers use to make better decisions.

Supermetrics is used by +700k marketers in over 120 countries.

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Matillion logo

Extract, transform, load platform for cloud data warehouses

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Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Pentaho logo

Data integration & business analytics platform

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Pentaho couples data integration with business analytics in a modern platform that brings together IT & business users to access, visualize & explore their data

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Gathr logo

Power AI with complete data context

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Gathr is a Data+AI fabric, helping enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence.

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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Singular logo

Next-gen marketing analytics and attribution platform

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Clean, organized marketing data, automatically loaded to your data warehouse of choice for a unified view of all your data.

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ProBackup logo

Backup & secure your SaaS apps before it's too late.

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Backup & secure your SaaS apps with ProBackup. Protect your business against data loss, service interruption & worst-case scenarios.

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Zema Enterprise  logo

Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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Advanced ETL Processor logo

Easy to use, fast, and powerful ETL Software

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Advanced ETL Processor helps non-technical staff to perform complex data transformations and automate routine tasks.

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Improvado logo

Marketing analytics and intelligence platform

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Connect 500+ data sources, extract 40,000+ unique data fields, apply intelligent transformations, and seamlessly load clean, structured data to any destination—all without writing a line of code. Focus on insights, not maintenance.

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Fivetran logo

Zero-maintenance data pipeline

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Fivetran is a zero-maintenance data pipeline which enables businesses of all sizes to collect and analyze their business data by connecting applications and databases to a central data warehouse. Fivetran supports a range of data connectors, including Asana, Braintree, Shopify, Salesforce, and more.

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AnalyticsCreator logo

Metadata-driven design studio for automated data engineering

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AnalyticsCreator replaces manual ETL scripting with metadata-driven automation. It generates optimized SQL, SSIS, and Azure Data Factory pipelines automatically, reducing errors, accelerating delivery, and keeping full transparency of every transformation.

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Rivery  logo

Fully Managed, No-Code SaaS ELT Platform

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Rivery is the premier ETL platform for data-driven teams. Rivery flips the ETL paradigm on its head: the raw data is loaded directly into a target database. Data prepping, cleaning, and transformation are actually performed in the database itself, saving time and technical resources.

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Integrate.io logo

The Only Complete "No-Code" Data Pipeline Solution.

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Integrate.io is the first platform with a complete set of tools & connectors for true data-driven decision making. Unify Your Data Stack: Become Clairvoyant.

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Jaspersoft helps you deliver the reporting and analytics your customers want, without burdening your development team.

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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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Tray.io logo

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Tray.io is an enterprise-scale integration platform that enables business professionals to connect their whole cloud software stack & automate complex processes

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StreamSets Platform logo

An end-to-end platform for smart data pipelines

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An end-to-end data integration platform to build, run, monitor and manage smart data pipelines that deliver continuous data for DataOps.

- Single Experience for All Patterns
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Nexla logo

Cloud-based data integration platform

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Nexla’s is a no/low-code data integration platform enables enterprises to create and share ready-to-use data across all ecosystems, including production-grade GenAI model inference.

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Sesame Software logo

Stop paying per GB.

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Simplify ETL with Sesame Software’s no-code platform for extracting, transforming, and loading enterprise data. Our solution eliminates manual steps, integrating seamlessly with Salesforce, NetSuite, and other systems.

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