AWS Glue is a versatile tool and we mostly use it for "lift and shift" server migrations.
Cloud Solution Architect at Cloudzant
Cost-effective and stable
Pros and Cons
- "I appreciate AWS Glue for its cost-effectiveness."
- "In terms of improvement, the performance of AWS Glue could be faster."
What is our primary use case?
What is most valuable?
I appreciate AWS Glue for its cost-effectiveness. The service provides a good balance between its capabilities and the cost associated with using it.
What needs improvement?
In terms of improvement, the performance of AWS Glue could be faster.
For how long have I used the solution?
I have been using AWS Glue for five years.
Buyer's Guide
AWS Glue
September 2025

Learn what your peers think about AWS Glue. Get advice and tips from experienced pros sharing their opinions. Updated: September 2025.
867,370 professionals have used our research since 2012.
What do I think about the stability of the solution?
It is a stable product.
What do I think about the scalability of the solution?
It is fairly scalable.
How are customer service and support?
The partner program support is very good.
How was the initial setup?
The initial setup is not too complex. To deploy and maintain a data platform, a general data team of around four to five skilled individuals is typically required.
What's my experience with pricing, setup cost, and licensing?
For AWS Glue, there is no separate license fee. It is part of the AWS service, and you pay for its usage as part of your overall AWS bill.
What other advice do I have?
Overall, I would rate AWS Glue as an eight out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.

Principal System Architect at a transportation company with 1,001-5,000 employees
Used for data engineering ETL jobs to extract, transform, and load data
Pros and Cons
- "The solution’s most valuable feature is the ETL job."
- "The solution’s technical support could be improved."
What is our primary use case?
AWS Glue is essentially used for data engineering ETL jobs to extract, transform, and load data. We use it to clean data. You have multiple data sources from your application that are not so clean. You have this data and may want to delete certain columns or fill in certain data in an Excel sheet. That's where the extract part comes in. Then, you transform, drop, or make the data uniform and load it to your destination like a data warehouse.
What is most valuable?
The solution’s most valuable feature is the ETL job. AWS Glue is an easy-to-use solution. AWS Glue integrates seamlessly with other AWS services like Athena, Redshift, and S3.
What needs improvement?
The solution’s technical support could be improved.
For how long have I used the solution?
I have been using AWS Glue for a few months.
What do I think about the stability of the solution?
AWS Glue is a stable solution.
I rate the solution’s stability eight and a half out of ten.
What do I think about the scalability of the solution?
In the future, our data sets are going to increase. For now, the solution's scalability is fine.
Which solution did I use previously and why did I switch?
I previously used Data Pipeline, and I tried using Lambda.
How was the initial setup?
The solution’s initial setup is easy.
What other advice do I have?
AWS Glue is built for large datasets, and it does the job perfectly. I would recommend the solution to other users.
Overall, I rate the solution eight and a half out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.

Buyer's Guide
Download our free AWS Glue Report and get advice and tips from experienced pros
sharing their opinions.
Updated: September 2025
Product Categories
Cloud Data IntegrationPopular Comparisons
Informatica Intelligent Data Management Cloud (IDMC)
MuleSoft Anypoint Platform
webMethods.io
Palantir Foundry
Talend Open Studio
AWS Database Migration Service
Elastic Search
Denodo
Fivetran
SnapLogic
Matillion Data Productivity Cloud
Zapier
IBM Cloud Pak for Integration
Jitterbit Harmony
Talend Data Integration
Buyer's Guide
Download our free AWS Glue Report and get advice and tips from experienced pros
sharing their opinions.
Quick Links
Learn More: Questions:
- Which is the best choice for cloud integration: AWS Glue or Informatica Intelligent Cloud Services (IICS)?
- Is AWS Glue a difficult solution to use if you are a complete beginner?
- Is AWS Glue effective for AWS-related products only?
- Why would you choose AWS Glue over other tools?
- What are the most common use cases for AWS Glue?
- How does Talend Open Studio compare with AWS Glue?
- Does AWS Glue offer more flexibility than other ETL (Extract, Transform, Load) tools in terms of data loading?
- Oracle ICS vs ODI
- When evaluating Cloud Data Integration, what aspect do you think is the most important to look for?
- What is data lake storage?