All industries and sizes now have access to ever-increasing quantities of data. It is too much for humans to comprehend. Without a way to process and analyze this information efficiently, Uncover the data-driven insights that lie beneath the noise. This blog provides a list of the top 10 ETL tools.
What is ETL Process?
The ETL process (extract transform, load) is the most common method for combining data from different sources and loading it into a centralized data warehouse. The ETL process involves extracting data from a source, such as a file, spreadsheet, or database. Information is then transformed to conform with the standards of the data warehouse and finally loaded into the warehouse.
ETL is an integral part of data warehouse and analytics. However, not all ETL software tools work the same. Depending on your needs and circumstances, the best ETL tool might be different. These are 10 of the most powerful ETL software tools available for 2022. There may be others you might like to look at.
Top 10 ETL Tools and Software
Integrate.io is a cloud-based ETL (extract. load, transform) data management platform that unites multiple data sources. Integrate.io offers an intuitive, simple visual interface to build data pipelines from a variety of sources and destinations.
Integrate.io packages more than 100 data stores and SaaS apps. This includes MongoDB and MySQL, PostgreSQL Amazon Redshift, Google Cloud Platform, Facebook Salesforce, Jira Slack, QuickBooks, and data stores.
Integrate.io offers many other benefits, such as security excellent customer support, and scalability. Integrate.io offers a new feature, Field-Level Encryption. This allows users to encrypt or decrypt data fields with their own encryption keys. Integrate.io ensures compliance with regulations such as HIPAA CCPA and GDPR.
Integrate.io received an average rating of 4.4 stars from its 93 reviewers On the G2 website, he was named one of G2’s “Leaders” in the field of ETL tools. Kerry D., Integrate.io reviewer writes: “I haven’t found anything I couldn’t accomplish with this tool. The support and development team have been responsive and efficient.
You can find out more information about How Integrate.io works and how our low-code solutions could support your business goals, schedule an introduction call today. Or reach out to us for a free 14-day ETL trial.
Talend Data Integration provides an open-source ETL data and integration solution. Talend is compatible with both cloud-based and on-premise data sources and has hundreds of pre-built integrations.
Although some users may find the Talend open-source version sufficient, larger companies will probably prefer Talend’s Data Management Platform. The Talend paid version includes more tools and features to improve design, productivity, monitoring, data governance, and management.
Talend received an average rating of 4.0 from 5 stars on G2 and was named “Leader” in Gartner’s Magic Quadrant of Data Integration Tools. Jan L., a reviewer, says Talend is an “all-purpose tool for data Integration” that has a “clear and simple-to-understand interface.”
Also read: Top 15 Database For Web Applications
FlyData provides a cloud-based, real-time data integration platform. FlyData allows you to replicate data from multiple sources into Amazon Redshift and Snowflake. FlyData has the fastest ELT platform available, surpassing both Fivetran and Stitch in reliability and speed.
FlyData offers a distinct product differentiation in terms of the time required to set up data replication as well as the speed at which it can perform data replication of large numbers of rows. FlyData is highly recommended by companies that value speed and reliability when it comes to data integration such as E-commerce.
FlyData received a rating of 4.8 out of 5 stars from G2. Many users have praised FlyData’s customer service, return on investment, and speed of implementation. Priyam J. wrote that reports that used to take 10 1/2 hours now take only one minute. Eight was able to share KPI reports with the entire team every morning at a specific time.
4. Informatica PowerCenter
Informatica PowerCenter provides a robust, feature-rich enterprise integration platform for ETL workloads. PowerCenter is only one tool of the Informatica cloud data management tools.
PowerCenter is an enterprise-class solution that is database-neutral. It has a reputation for high performance and compatibility with many data sources, including SQL and non-SQL. Informatica PowerCenter’s downsides include its high price and difficult learning curve, which can discourage smaller companies with less technical skills.
Informatica PowerCenter is a reliable product that has earned loyal customers 4.3 stars on G2–enough for it to be called a G2 Leader in data integration software. Victor C., a reviewer, calls PowerCenter “probably my most powerful ETL tool” but he also complained that PowerCenter is slow and doesn’t integrate well with visualization tools like QlikView and Tableau.
5. Oracle Data Integrator
Oracle Data Integrator is a data integration solution that forms part of Oracle’s data management ecosystem. The platform is a smart choice for current Oracle users, such as Hyperion Financial Management (EBS) and Oracle E-Business Suites (EBS). ODI is available in both cloud and on-premise versions. The latter version is called Oracle Data Integration Platform Cloud.
Oracle Data Integrator supports ELT workloads, which is a major advantage over most of the other software tools. This may be either a selling point for some users or a dealbreaker. ODI is more basic than other software tools, as some peripheral features are available in Oracle software.
G2 has given Oracle Data Integrator a 4.0 rating out of 5 stars. Christopher T., a G2 reviewer said that ODI is “a powerful tool with tons and options” but “too difficult to learn…training will be needed.”
Stitch is an open-source ELT data and integration platform. Stitch, like Talend, also offers paid service levels for advanced use cases and greater numbers of data sources. This is an excellent comparison in many ways: Stitch was purchased by Talend in November 2018.
Stitch is unique in that it offers self-service ELT as well as automated data pipelines. This makes the process easier. But, users who are interested in using Stitch’s ELT tool should be aware that it does not perform any arbitrary transformations. Instead, the Stitch team recommends that transformations be added to raw data once it is inside the data warehouse.
G2 users gave Stitch mostly positive reviews, in addition to the title of “High Performer.” One review compliments Stitch for its “simplicity in pricing, open-source nature of its inner workings, and easy onboarding.” Some Stitch reviews mention minor technical issues and a lack of support for lesser-known data sources.
Fivetran Cloud-based ETL solution, which supports data integration with Redshift and BigQuery, Azure, Snowflake, and Snowflake data warehouses. Fivetran’s greatest asset is its rich data source list, which includes approximately 90 SaaS sources. You can also add your custom integrations.
Fivetran currently has a rating of 4.2 stars out of 5 on G2. Many users love the tool’s simplicity, ease of use, and reliability. Daniel H. wrote: “We don’t need to spend too much time thinking about Fivetran. That’s a great indicator that it’s doing what it needs to do.” With solid documentation, hooking up new connectors can be quick and easy.
G2 reviewers have raised concerns about Fivetran’s new pricing model. It has changed from a number of connectors to a consumption-based plan. A minority of users also had issues with technical support and customer service: Fivetran is a black box and it is very difficult to diagnose a problem when there is one. They are not a prize for their support.
Also read: Cloud Data Warehouse: What it is, Why it Matters, and Best Practices
Matillion is a cloud ETL platform that can be used to integrate data with Redshift and Snowflake as well as BigQuery and Azure Synapse. Matillion allows users to create data transformations with a point-and-click interface or by using SQL.
Unfortunately, Matillion has a similar drawback as Striim does: The number of SaaS sources in Matillion (roughly 40) is lacking When compared to other options we have discussed. A reviewer from G2 (where Matillion has a rating of 4.2 out of 5 stars), mentions that the pricing model is not suitable for clients with light usage. It charges based on how long the virtual machine is used, and not on how many jobs or computing resources.
9. AWS glue
AWS glue from Amazon Web Services is an ETL service that can be fully managed and is designed for large data and analytical workloads. AWS Glue, a fully managed, end-to-end ETL service, is designed to alleviate the stress of ETL workloads. It also integrates well with other AWS services.
By its nature AWS Glue is serverless. This means that Amazon provisioned a server automatically for users, and then shut it down after the workload was completed. AWS Glue includes additional features like job scheduling and “developer endpoints” to help you test AWS Glue scripts. This makes the tool easier to use.
AWS Glue customers have generally given it high marks. It currently holds 3.9% out of 5 stars in the business software review platform G2, where it was named, along with Integrate.io, a “Leader”, in the field of ETL tools. AWS Glue is not included in our top 7 ETL Tools. It’s less flexible and best suited for users who already belong to the AWS ecosystem.
10. Hevo Data
Hevo Data provides an ETL data integration platform with over 100 pre-built connectors for databases, cloud storage, and SaaS sources. Hevo Data allows users to create their own preload transformations using Python. Hevo Data supports all the most popular data warehouse destinations such as Redshift, BigQuery, and Snowflake.
Hevo’s biggest limitation is its inability to add data sources from your own source– If you require a new connection, it is possible that Hevo developers will listen to you. The feature of Hevo Data could be a problem with a relatively small user base( only 6 reviews on Google2) which can be a problem if you need support or advice.
Use Cases for the Top ETL Tools
There are many ETL software options available, each with its own advantages and disadvantages. To find the right ETL software for your business, you must assess your goals, priorities, and business requirements.
The following list contains a few suggestions for users who might be interested in ETL tools based on the above comparisons:
- Integrate.io: Companies that use ETL/or ELT workloads; companies that prefer an intuitive drag-and-drop interface that non-technical employees use; companies that need many pre-built connections; companies that value data security.
- Talend: Open-source solutions for companies who want
Companies that require many pre-built integrations.
- Stitch: Companies that prefer an open-source solution, companies that prefer simple ELT processes, and companies that don’t need complex transformations.
- Informatica PowerCenter: Large companies with high-performance requirements and large budgets.
- Oracle Data Integration: Existing Oracle Customers; Companies who use ELT workloads.
- Skyvia: Companies who want a simple solution without any code; companies that don’t have to do a lot of conversions.
- Fivetran Companies: who need multiple pre-built integrations. Companies that need flexibility in data warehouses.
- Matillion: Companies who want to use a point-and-click interface Companies that have a limited
- number of data sources.
AWS glue: Current AWS customers, companies that need an ETL solution fully managed.
- Hevo Data: Companies who want to create their own data transformations with Python Companies that do not need additional data sources.