All major ETL vendors & tools covered
ETL tools automate and model the flows of (big) data from various sources with the goal of delivering clean management information. Among other things, an ETL tool handles the automated extraction, transformation, and loading of data into a data warehouse, data lake, or other type of database. Despite some acquisitions, the choice of ETL software is still wide. Below is a comprehensive list of the major vendors. Of course, you want to tailor the software as closely as possible to the users’ wants and needs and the IT standards that apply. We did extensive market research on all the major ETL tooling products available on the market and are now disclosing all the (confidential) details. You can read all about it in our 100% independent ETL & Data Integration Guide 2025.
The list of ETL tools for data integration, migration and replication
Below you will find the names of all important ETL tools, click on an ETL tool for more information. Or order and consult our ETL & Data Integration Guide™ 2025 and quickly make an objective comparison between all these parties. The list is compiled in alphabetical order. The scores of the various data integration solutions can be found in our vendor-neutral research. Passionned Group is 100% independent, so we are in no way affiliated with the ETL software suppliers.
1. Actian
The most well-known products in the area of ETL & Data Integration of the company Actian are Actian Avalanche, Actian Dataconnect, Actian Dataflow, Actian Data Integration, and Actian Nosql Object Database. We analyzed and evaluated these ETL & Data Integration products in depth and meticulously. The ETL tools from Actian can be characterized by good support on the following topics:
- data integration
- data warehouse
- nosql
- hadoop
- data quality
- ETL
- windows
- data management
- SQL
- BLOB
Figure 1: Actian Avalanche
Figure 2: Actian Dataconnect
Figure 3: Actian Dataflow2. Adeptia
The most well-known products in the area of ETL & Data Integration of the company Adeptia are Adeptia Connect, Adeptia Suite, Adeptia Integration, and Adeptia Server. We analyzed and evaluated these ETL & Data Integration products in depth and meticulously. The ETL tools from Adeptia can be characterized by good support on the following topics:
- data integration
- windows
- ETL
- data mapping
- authentication
- SQL
- sql server
- security
- API
- GIT
Figure 4: Adeptia Connect
Figure 5: Adeptia Suite
Figure 6: Adeptia Integration3. Astera
Astera is widely known for its products Astera Centerprise, Astera Data Stack, Astera DW Builder, Astera API Management, and Astera ReportMiner. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from Astera are strong in the following areas, among others:
- API
- data integration
- data warehouse
- data management
- ETL
- data extraction
- data pipelines
- data sources
- data quality
Figure 7: Astera Centerprise
Figure 8: Astera Data Stack
Figure 9: Astera DW Builder4. CloverDX
CloverDX is widely known for its products CloverDX Server, CloverDX Designer, CloverDX Data Integration, CloverDX Data Management, and CloverDX Data Quality. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from CloverDX are strong in the following areas, among others:
- data management
- data quality
- data integration platform
- ETL
- API
- data pipelines
- AWS
- JDBC
- data catalog
Figure 10: CloverDX Server
Figure 11: CloverDX Designer
Figure 12: CloverDX Data Integration5. Elixir Tech
As far as we have been able to ascertain, Elixir Tech currently has only one primary product: Elixir Repertoire. Take a look at the screen shots below. The ETL tools from Elixir Tech are strong in the following areas, among others:
- ETL
- API
- JDBC
- windows
- scheduling
Figure 13: Elixir Repertoire
Figure 14: Elixir Repertoire
Figure 15: Elixir Repertoire6. Fivetran
As far as we have been able to ascertain, Fivetran currently has only one primary product: Fivetran System. Take a look at the screen shots below. The ETL tools from Fivetran are strong in the following areas, among others:
- data integration
- data sources
- ETL
- metadata
- data pipelines
- ELT
- data warehouse
- SQL
- enterprise data catalog
- data catalog
7. Hitachi Vantara ETL & Data Integration
Hitachi Vantara is widely known for its products Pentaho Data Integration, Lumada Data Catalog, Lumada Edge Intelligence, Lumada Data Optimizer, and Lumada Data Integration. Take a look at the images below. The ETL tools from Hitachi Vantara are strong in the following areas, among others:
- data integration
- dataops
- hadoop
- data catalog
- data management
- big data
- ETL
- metadata
- data infrastructure
- AWS
Figure 16: Pentaho Data Integration
Figure 17: Lumada Data Catalog
Figure 18: Lumada Edge Intelligence8. IBM ETL & Data Integration
The ETL tools from the ETL & Data Integration vendor IBM focus on the support of the following functionalities:
- data quality
- data replication
- data integration
- data management
- z/os
- master data management
- CDC
- ETL
- data warehouse
IBM serves the market with the following products, among others: IBM Infosphere Information Server, Tivoli, IBM Data Replication, and Infosphere Information Analyzer (see the images below). We took a closer look at them.
Figure 19: IBM Infosphere
Figure 20: IBM Infosphere Information Server
Figure 21: IBM Data Replication9. Informatica
The most well-known products in the area of ETL & Data Integration of the company Informatica are Powerexchange, Informatica PowerCenter, Informatica Intelligent Cloud Services, Informatica Big Data, and Informatica Data Quality. We analyzed and evaluated these ETL & Data Integration products in depth and meticulously. The ETL tools from Informatica can be characterized by good support on the following topics:
- data integration
- data management
- data quality
- big data management
- data profiling
- cloud data integration
- metadata
- data ingestion
- master data
Figure 22: Powerexchange
Figure 23: Informatica PowerCenter
Figure 24: Informatica Intelligent Cloud Services10. Integrate.io (Xplenty)
As far as we have been able to ascertain, Integrate.io (Xplenty) currently has only one primary product: Xplenty Platform. Take a look at the screen shots below. The ETL tools from Integrate.io (Xplenty) are strong in the following areas, among others:
- ETL
- data integration
- data pipelines
- low-code
- CDC
- ELT
- security
- API
- data integrity
- data sources
11. Microsoft ETL & Data Integration
Microsoft is widely known for its products Azure Data Factory, Microsoft Azure, Azure Data Lake, Azure Synapse Analytics, and DQS. Take a look at the images below. The ETL tools from Microsoft are strong in the following areas, among others:
- SQL
- sql server
- data quality
- security
- BLOB
- windows
- data warehouse
- data catalog
- big data analytics
Figure 25: Azure Data Factory
Figure 26: Microsoft Azure
Figure 27: Azure Data Lake12. OpenText
The ETL tools from the ETL & Data Integration vendor OpenText focus on the support of the following functionalities:
- big data analytics
- security
- file transfer
- managed file transfer
- data integration
- AWS
- data transformation
- data sources
- data management
OpenText serves the market with the following products, among others: OpenText Gupta, OpenText Magellan, OpenText InfoArchive, OpenText Business Network, and OpenText Connect (see the images below). We took a closer look at them.
Figure 28: OpenText Gupta
Figure 29: OpenText Magellan
Figure 30: OpenText InfoArchive13. Oracle ETL & Data Integration
Oracle is widely known for its products Oracle Data Integrator, Oracle Goldengate, Oracle Enterprise Data Quality, Oracle Warehouse Builder, and Oracle Streams. Take a look at the images below. The ETL tools from Oracle are strong in the following areas, among others:
- data quality
- data warehouse
- metadata management
- data catalog
- ETL
- autonomous data warehouse
- data integration platform
- data profiling
Figure 31: Oracle Data Integrator
Figure 32: Oracle Goldengate
Figure 33: Oracle Enterprise Data Quality14. Precisely
Precisely is widely known for its products Precisely Connect, and Precisely Data Integration. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from Precisely are strong in the following areas, among others:
- data integration
- data integrity
- ETL
- CDC
- data pipelines
- API
- AWS
- data quality
- data management
- data sources
Figure 34: Precisely Connect
Figure 35: Precisely Connect
Figure 36: Precisely Connect15. Qlik
Qlik is widely known for its products Qlik Replicate, Qlik Compose, Attunity, Qlik Data Integration, and Qlik Catalog. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from Qlik are strong in the following areas, among others:
- cloud data integration
- salesforce
- data replication
- data warehouse
- data sources
- data pipelines
- data integration platform
- metadata
- CDC
Figure 37: Qlik Replicate
Figure 38: Qlik Compose
Figure 39: Attunity16. SAP ETL & Data Integration
The most well-known products in the area of ETL & Data Integration of the company SAP are SAP Data Services, SAP BW, SAP Master Data Governance, and SAP HANA Smart Data Integration. We analyzed and evaluated these ETL & Data Integration products in depth and meticulously. The ETL tools from SAP can be characterized by good support on the following topics:
- data integration
- data quality management
- data governance
- data warehouse
- data management
- master data integration
- sybase
- location data
Figure 40: SAP HANA
Figure 41: SAP Data Services
Figure 42: SAP BW17. SAS
The ETL tools from the ETL & Data Integration vendor SAS focus on the support of the following functionalities:
- data integration
- data management
- metadata
- data quality
- business rules
- data governance
- ETL
- hadoop
- teradata
- OLAP
SAS serves the market with the following products, among others: SAS Viya, SAS Data Integration Studio, SAS/ACCESS, and SAS Data Quality (see the images below). We took a closer look at them.
Figure 43: SAS Viya
Figure 44: SAS Data Integration
Figure 45: SAS Data Integration Studio18. Sesame Software
The ETL tools from the ETL & Data Integration vendor Sesame Software focus on the support of the following functionalities:
- data management
- data warehouse
- data integration
- salesforce
- data sources
- metadata
- data mapping
- sandbox
- data protection
- security
Sesame Software serves the market with the following products, among others: Relational Junction, and Sesame Software Relational Junction (see the images below). We took a closer look at them.
19. Skyvia
As far as we have been able to ascertain, Skyvia currently has only one primary product: Skyvia ETL. Take a look at the screen shots below. The ETL tools from Skyvia are strong in the following areas, among others:
- ETL
- CSV
- SQL
- cloud data integration
- data warehouse
- ELT
- data sources
- data quality
- data integration platform
Figure 46: Skyvia ETL
Figure 47: Skyvia ETL
Figure 48: Skyvia ETL20. SnapLogic
SnapLogic is widely known for its products SnapLogic Intelligent Integration, SnapLogic Flows, SnapLogic AutoSync, SnapLogic Fast Data Loader, and SnapLogic Patterns Catalog. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from SnapLogic are strong in the following areas, among others:
- data warehouse
- data integration
- salesforce
- ETL
- data catalog
- microsoft sql server
- SQL
- sql server
- metadata
- data sources
Figure 49: SnapLogic Intelligent Integration
Figure 50: SnapLogic Flows
Figure 51: SnapLogic Fast Data Loader21. Snowflake
The most well-known products in the area of ETL & Data Integration of the company Snowflake are Snowflake Data Cloud, Snowflake Marketplace, Snowflake Data Warehouse, Snowflake Cloud Data Platform, and Snowflake Data Platform. We analyzed and evaluated these ETL & Data Integration products in depth and meticulously. The ETL tools from Snowflake can be characterized by good support on the following topics:
- data warehouse
- SQL
- security
- AWS
- data lakes
- big data
- cloud platforms
- authentication
- data marts
- python
Figure 52: Snowflake Data Cloud
Figure 53: Snowflake Marketplace
Figure 54: Snowflake Data Warehouse22. Talend
Talend is widely known for its products Talend Data Fabric, Talend Open Studio, Talend Data Catalog, Talend Data Integration, and Talend Data Preparation. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from Talend are strong in the following areas, among others:
- data integration
- data catalog
- data quality
- data management
- data governance
- big data
- ETL
- CDC
- metadata management
Figure 55: Talend Data Fabric
Figure 56: Talend Open Studio
Figure 57: Talend Data Catalog23. Tibco
Tibco is widely known for its products Omni-Gen, Tibco Webfocus, Tibco Data Virtualization, Tibco Cloud Integration, and Tibco MDM. The company is 100% specialized in ETL & Data Integration. Take a look at the images below. The ETL tools from Tibco are strong in the following areas, among others:
- data quality
- data virtualization
- data management
- master data management
- data integration
- data sources
- apache
- ETL
- windows
Figure 58: Tibco Webfocus
Figure 59: Tibco Data Virtualization
Figure 60: Tibco Cloud Integration
What functionalities do ETL tools offer?
ETL tools offer a wide range of functionalities and modules that help organizations make data readily available for reliable management information, insights, data analysis, and KPIs. Typically, ETL software includes features to populate a data warehouse, enhance data quality through data profiling, and manage both master data and metadata. Additionally, most providers offer options for migrating or replicating data between systems.
The 3 main benefits of BI ETL tools
In practice, we see that organizations that choose the right ETL tool enjoy several key advantages:
- No more spaghetti: Manually transforming and routing data with SQL often results in a tangled mess of scripts and poorly maintainable integration processes. ETL tools bring order by systematically loading data into the target database – based on business rules and other logic – making the process much more manageable.
- Faster development: ETL tools enable the rapid development (and easy maintenance) of data integration, migration, or replication solutions. Compared to manual SQL, they can deliver results three to five times faster, depending on the specific software you use.
- Fewer errors: Modern ETL software includes features that help prevent computational errors and improve data quality. From reusable ETL processes to built-in validation checks, these tools support the creation of robust, future-proof data pipelines.
These are just a few of the advantages. You’ll find a complete overview in our ETL & Data Integration Guide 2025.
Wide choice of data integration solutions
There are more than 20 different BI ETL tools available, many originally developed by major vendors such as Informatica, Microsoft, IBM Cognos, and SAP Business Objects. In addition, a wide range of smaller ETL vendors have built excellent tools that are well-suited for specific industries or specialized data integration needs – examples include Precisely, CloverDX, and Talend.
Despite this broad selection, finding and choosing the right ETL tool often proves to be a challenging task in practice.
The ETL & Data Integration Guide 2025
Whatever ETL tool you need, never go by gut instinct, but always base your choice on objective data. In our ETL & Data Integration Guide™ 2025 you will find all major ETL software you can compare on more than 250 aspects. In addition, this guide includes a unique, online mini-course on ETL & Data Integration, allowing you to quickly grow into your role as a data integration specialist.
Choosing the wrong ETL tool can have a big impact
Selecting the wrong ETL tool can significantly hinder your business progress. Organizations that struggle or fail often face deeper issues with their data management and infrastructure. The ETL software they rely on doesn’t efficiently deliver the management information users need – quickly and reliably. As a result, valuable data remains unused, leading to missed opportunities and poor decision-making.
How do you make a good choice that suits your situation?
- Compile a list of the most important selection criteria for the ETL platform to choose; incorporate both IT requirements and user requirements.
- With this list at hand, you then contact the ETL vendors for answers (RFI) and send them the questions.
- You analyze all the answers from the different ETL companies and shortlist them.
- You then start a “proof of concept” with one or two ETL tools and choose the solution that best fits your requirements.
You can skip steps 1 through 3 entirely when you purchase our independent ETL research. All the difficult, time-consuming preliminary work of vendor selection is taken out of your hands. So you save a lot of valuable time.
Let us help you with your ETL tool choice
From years of experience, we know that selecting the right ETL software for your organization can be a time-consuming process. For more than 15 years, we’ve supported governments and companies in this journey with tools like our powerful ETL & Data Integration Guide and our objective Business Intelligence advice.
The 250+ criteria of ETL software
Data integration solutions and ETL tools come in many different types and variations. Some offer extensive capabilities for data transformation, while others are ideal for simple data migration. Certain ETL servers, for instance, run exclusively on the UNIX platform. In our study, we compare all these tools side by side, using more than 250 criteria that are essential for achieving the best possible results with data integration. That way, you don’t have to conduct the research yourself.
Need help choosing the right ETL tool?
If you could use help with the process of selecting the right data integration solution for your business, feel free to contact one of our data integration consultants for an appointment or ask for more information.
About Passionned Group
Passionned Group is the leading specialist in designing and implementing data warehouses, data lakes and smart data architectures. Our passionate and experienced ETL consultants and industry experts help organizations of all sizes to become more integrated, intelligent and data-driven.
Frequently Asked Questions
Why buy an ETL tool?
More than a two decades ago the vast majority of data warehouse systems were handcrafted, but the market for ETL software has steadily grown and the majority of practitioners now use ETL tools in place of hand-coded systems. Does it make sense to hand-code (SQL) a data warehouse today, or is an ETL tool a better choice?
What if your favorite ETL tool is not in the list?
If you think that a certain ETL tool is missing from the list above and should be included in our research, please fill out the request form and we’ll look into it straight away.
How to compare the ETL vendors?
In our 100% vendor independent ETL & Data Integration Guide 2025 we compare these ETL vendors as well as their solutions on 250+ key criteria that are important for selecting the right software for your organization. Do you need a solution that runs on Unix? Or Linux? Do you need a very user-friendly ETL tool? Is Data Quality important for your organization? Our guide provide all the answers to the important questions you’ll have when planning to purchase an ETL tool or data integration solution.
Which vendors provide open-source ETL?
Most of the vendors listed above are commercial vendors, which means that the software is not for free and that the source code isn’t available for developers. Only Pentaho, Talend, and CloverETL provide an open source ETL tool and on some aspects, they score on par with the commercial offerings.
Should you use open-source ETL tools?
Many organizations, both private and public, are currently evaluating or deploying Open-Source ETL tools like Talend, CloverETL, and Pentaho. These leading open-source ETL suites offer a range of ETL capabilities, ranging from ETL to ad-hoc analysis and reporting.
