ETL Tools Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on ETL Tools
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
ETL Tools Articles
What Is a Data Pipeline? Types, Solutions, and Examples
Say you manage a sizable online bookshop. It’s always open. Every minute or second, customers place and pay for orders. Your website has to quickly execute numerous transactions using modest data, such as user IDs, payment card numbers, and order information.
by Samudyata Bhat
What’s in a Name: ETL, ELT, and Reverse ETL?
With the advent of automation, data volume, size, and speed are constantly evolving. The bigger concern that data teams face now is managing this enormous amount of data. Rising amounts of data bring about the need to warehouse it. The data warehousing process consists of three basic steps: extract, transform, and load, generally performed using ETL tools.
by Shalaka Joshi
All You Need to Know about G2’s Reverse ETL Category
Remember that online newspaper or magazine subscription you purchased and promised to read daily but never did? Your email is now cluttered with great information, but you barely have the time to read through it. This sums up the situation regarding data. Due to the enormous amount of data being generated, many companies cannot make the best use of it. Managing these considerable data volumes is daunting, and businesses may never use some of them. The cost of this, however, is companies miss out on the ability to generate priceless insights about their business.
by Preethica Furtado
How Data Integration Helps Make Strategic Decisions
Distributed data is like scattered pieces of a puzzle.
by Sagar Joshi
Introducing G2’s Latest Category: Data Warehouse Automation
The data warehouse software market is booming. According to a report by Yellowbrick, it is estimated that the size of this market will be over $30 billion by 2025.
by Preethica Furtado
ETL Tools Glossary Terms
ETL Tools Discussions
0
Question on: Tray.ai
Is there a plan to suppot several environments? Like staging, qa, production?
I would like to have the support to have multiple environments. I currenlty duplicate the flows and use the configurable data to point to staging, qa or production, but I would like to have an easy way to do this natively in tray.
Thanks for the question Josue, we do currently support multiple environments through Workspaces. You could create a 'Staging' workspace, 'QA' workspace, and a 'Production' workspace and move workflows between these workspaces.
We are working on improving movement between workspaces -- including the ability to promote workflows from a staging environment to a production environment.
0
Question on: Fivetran
Is there a way to reduce the premium fee?
The paid plan is a too expensive...Can I get a better offer?
Hey Alaran, thanks for reaching out. You're currently on the free plan so you get one destination or 10 destination fields at no cost. Great to hear you'd like to unlock more capabilities! Your account manager Liz will work with you on a plan that fits your needs.
0
Question on: Supermetrics
Is it possible to pivot data from Rows to Columns?
Hi James,
Absolutely! For example, both our Google Sheets and Microsoft Excel destinations support splitting data by rows or columns. When creating your query and selecting which dimensions to split the data by, simply choose whether you want to split the data to rows or columns.
Additionally, you of course have all of the native reporting tools at your disposal, such as the transpose command in both Google Sheets and Microsoft Excel.
Pivoting data works in a number of our other destinations as well. Feel free to let me know exactly which destination you're working with and I'd be happy to give more detailed instructions.
Best,
Aleks
ETL Tools Reports
Mid-Market Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Enterprise Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Momentum Grid® Report for ETL Tools
Fall 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for ETL Tools
Fall 2026
G2 Report: Grid® Report
Enterprise Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Small-Business Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Grid® Report for ETL Tools
Summer 2026
G2 Report: Grid® Report
Momentum Grid® Report for ETL Tools
Summer 2026
G2 Report: Momentum Grid® Report







