# AWS Glue Reviews 2026. Verified Reviews, Pros & Cons | Capterra > Is AWS Glue the right ETL solution for you? Explore 10 verified user reviews from people in industries like yours to make a confident choice. Source: https://www.capterra.com/p/234164/AWS-Glue/reviews --- AWS Glue 4.1 (10) [View alternatives](https://www.capterra.com/p/234164/AWS-Glue/alternatives/) Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Learn more](https://www.capterra.com/our-story/) * * * Last updated March 13th, 2026 # Reviews of AWS Glue Ease of use 3.9 Customer Service 3.8 ## Showing most helpful reviews Showing 1-10 of 10 Reviews Sort by: Most Helpful Rating Company Size Reviewer's Role Length of Use Frequency of Use Haniel L. Software Development Engineer II Computer Software Used the software for: 1-2 years ### "Powerful ETL tool in AWS" March 24, 2022 4.0 Pros It is an ETL tool in AWS that you can use for moving the data between different databases and services like S3, data archiving, and transformation. It has got an inbuilt spark code editor where you can write your own customized code. Cons It gets complicated very quickly and the whole process of using this tool for complex tasks requires immense effort and time. In terms of pricing, it can get expensive based on the performance you are expecting. Debugging the issues that are related to permissions while using this service is a nightmare and you end up giving full permissions. Review Source MG Mia G. Associate software engineer Computer Software Used the software for: 1-2 years ### "Seamless Data Integration Tool" July 30, 2024 5.0 Pros I appreciate its ability to effortlessly integrate various data sources. I used it to transform and move data from S3 to Redshift without any hassle. Cons The initial setup can be quite complex. It took me a while to configure all the necessary permissions for data integration. Review Source David W. Head of Engineering Computer Software Used the software for: 1-2 years ### "Powerful, but complex" April 10, 2022 3.0 We ultimately found AWS Glue quite complex to achieve the things we wanted, and ended up switching to a different product. Pros AWS Glue offers a lot of functionality and fits in well with other AWS products. In our case, we wanted to migrate data from a bunch of different AWS RDS databases and products to a data warehouse. AWS DMS got us only so far, whereas Glue looked like it would help us take deltas in S3 buckets and merge them together and transform them. So, in that regard, it's great as an all-in-AWS solution that can work with AWS S3, DMS, QuickSight, IAM, etc. Cons It's not easy to set up or debug. In fact, you'll end up scratching your head many times as you try and work out why things aren't working. You need to really look at it hard and implement logging if you're going to work it out. However, frustratingly, only a small amount of its power is available within the GUI. For instance, you can do parquet file formats in the GUI and need to use JSON or the CLI. Alternatives considered [Hevo](https://www.capterra.com/p/176435/Hevo/) Reason for choosing AWS Glue We didn't; we ended up going with Hevo. Review Source VR Verified Reviewer Software Engineer Computer Software Used the software for: 1-2 years ### "The Complete ETL Service" March 15, 2023 4.0 Pros A good thing about it is that you don't have to worry about managing the servers, scaling or anything related to the infrastructure. Cons The good thing can sometimes be bad too, AWS Glue provides pre-built templates, there are limits to the customization that can be done. Alternatives considered [Stitch](https://www.capterra.com/p/211541/Stitch/)[Apache Spark](https://www.capterra.com/p/233703/Apache-Spark/)[Dataflow Clarity](https://www.capterra.com/p/247709/Dataflow-Clarity/)[PowerCenter](https://www.capterra.com/p/117/PowerCenter/) Review Source VR Verified Reviewer Senior Data Engineer Telecommunications Used the software for: 2+ years ### "Execute python code more efficiently using Glue !" February 22, 2023 5.0 The entire ETL jobs written in python are currently scheduled in Glue with the s3 trigger attached , I should say it works so seamlessly ! Pros The AWS glue give you the power to integrate/migrate any data sources and build the semantic layer for reporting and other data analytical purposes . The crawler of Glue works brilliantly well to scan the source files to perform initial validations to move the data across the next stage . Cons The scheduler of the glue could have been better , Since its currently misses out in lot of features . Even the job dependencies cannot be set at present . Review Source AC Angel C. Empleado Food & Beverages Used the software for: 1-2 years ### "Organizacion e integraciónes de calidad" October 30, 2022 5.0 Yo y mi organización llevamos algunos años utilizando este software para el análisis, integración y limpieza de datos de nuestra empresa y puedo decir de primera mano que es perfecta y permite ahorrar meses de trabajo y resultados increíbles. Pros Este software sin duda es mas potente en cuanto análisis, integración de datos y limpieza, permitiendo ahorrar mucho tiempo y observar las tareas perfectamente dando lugar a resultados fantásticos para mi trabajo. Cons No tiene nada negativo, todos los aspectos del software son imprescindibles y beneficiosos. Review Source Zie Mamadou C. Développeur d'application Computer Software Used the software for: I used a free trial ### "AWS Glue un ETL Amazone" October 20, 2023 4.0 Complexité d'utilisation Pros AWS Glue est un ETL(Extract, Transform, Load), gérer par amazone qui est un connecteur de plusieurs source de données Cons Dépendances à Amazone, coût de déploiement élevé Review Source Parth P. DevOps Engineer Computer Software Used the software for: 1-2 years ### "ETL Application :AWS Glue" December 4, 2021 4.0 Pros AWS glue is a wonderful ETL apparatus by AWS. It is a server less and end client don't have to deal with any infrastructure simply foster the pipeline utilizing paste studio or custom python prearrange and execute it exceptionally quick simple to learn and easy to execute . Cons If the at first beginning up an ideal opportunity for cluster turn up could be diminished it would be an extraordinary help to deal with. Review Source AB Anis B. Software Developer Computer Software Used the software for: 2+ years ### "Easy integration for batch processed data" June 24, 2023 3.0 Pros Since AWS Glue comes easily integrable with other AWS Tools, it's easy to set up and looks like a clear choice when dealing with consumption of large amount of data. Also, monitoring and dashboards are easy to maintain for AWS Glue. Cons Rates of data consumption for AWS Glue cannot be easily managed, which leads to data loss and corruption. Also, it can only process data in batches but not real time data. Review Source LR Laura R. Database Engineer Religious Institutions Used the software for: 6-12 months ### "Not my favorite ETL tool, but it's great for small jobs" December 8, 2022 4.0 It's a decent ETL tool for the price. It can handle basic transformations and it's easy to use. Anyone with a desire to learn it could do so easily. Pros It's very easy to use. It seems like it's meant for first time ETL engineers. There is enough documentation to learn it on your own, and the costs isn't so bad. Cons It's too simplistic. It doesn't handle complex transformations very well. Reason for choosing AWS Glue We were already hosting our data in AWS, so it seemed like a good idea to let AWS glue handle some data wrangling. Review Source Similar Products Featured ## Send me user reviews about this product ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox.