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8.7

Spot Score

AWS Glue - ETL Tools

AWS Glue Reviews in June 2026: User Ratings, Pros & Cons

Transform and load data effortlessly with AWS Glue.

2.9

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AWS Glue Reviews & Ratings

2.9

Good

Based on 141 ratings & 183 reviews

Rating Distribution

Excellent

(106)

Very Good

(62)

Good

(11)

Poor

(2)

Terible

(2)

Spotsaas Editor’s POV

AWS Glue stands out as a versatile and powerful ETL tool offered by AWS, providing a comprehensive solution for data integration and transformation tasks. Users praise its ease of use, seamless integration with various AWS services, and the convenience of automated script generation for ETL jobs. With features like Glue Studio and serverless capabilities, AWS ...Read more

AWS Glue pros and cons

  • Versatile and powerful ETL tool for data integration tasks.

  • User-friendly interface, excellent integration with AWS services.

  • Serverless feature with auto-generation of ETL job scripts.

  • Convenient drag-and-drop method for creating ETL jobs.

  • Limited support for programming languages (mainly Python and Scala).

  • Costs can be higher, especially for large datasets.

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Showing 101-110 out of 183

AU

Anonymous User

08/04/22

4 out of 5

"Powerful Cloud ETL Tool"

What do you like best about AWS Glue? Ability to take leverage of both python and pyspark shells,auto scaling of workers, ability to integrate with lambda and step functions for better orchestration. What do you dislike about AWS Glue? Glue cannot output data to pass it to the next states, so not it's a limitation while using with step functions. Error debugging is also sometimes painful, interactive development should be improved. What problems is AWS Glue solving and how is that ...

Read more

AU

Anonymous User

07/28/22

5 out of 5

"Aws glue the best ETL tool"

What do you like best about AWS Glue? Aws glue have many capabilities like crawlers, catalogue and specially glue jobs for ETL processing. What do you dislike about AWS Glue? No as such dislikes. They are reinventing things as and when required. What problems is AWS Glue solving and how is that benefiting you? They recently enabled the autoscaling feature in glue jobs. It helping a lot in cost saving.

AU

Anonymous User

07/20/22

4 out of 5

"It was very good experience with Glue service for complex projects it is very useful"

What do you like best about AWS Glue? serverless service is very useful as handling servers by own team is hug and complex task What do you dislike about AWS Glue? Glue can only execute jobs using Scala or Python code. Not able to use different languages like Go, Java, etc. What problems is AWS Glue solving and how is that benefiting you? with the help of able to run scalable ETL workflows which is more benefiting over cloud-based project

DA

Dainul Arief M

07/17/22

4.5 out of 5

"very recommended etl tools at scale"

What do you like best about AWS Glue? Visual drag and drop etl tools . it will help you even you dont understand python What do you dislike about AWS Glue? if you use GBQ at GCP as your DWH. cant directly connet What problems is AWS Glue solving and how is that benefiting you? scheduler help us to solve update our data warehouse everyday

AU

Anonymous User

07/16/22

5 out of 5

"Aws glue is a platform where you can fulfill your dreams"

What do you like best about AWS Glue? Transformation Visually transform data . What do you dislike about AWS Glue? Large datasets. Non-uniform distribution of data in the datasets. What problems is AWS Glue solving and how is that benefiting you? I have used AWS Glue in our project. It's an ETL service. I have used snowflake too but in comparison I found Glue much better as it's service is designed to make it easy for customers to prepare and load the data for their analytics.

AU

Anonymous User

07/12/22

5 out of 5

"User friendly"

What do you like best about AWS Glue? Automatatic ETL pipeline Job scheduling is very easy What do you dislike about AWS Glue? Integration with other platforms is it easy that much Recommendations to others considering AWS Glue: That managed ETL services of your data Scheduling your job much easier What problems is AWS Glue solving and how is that benefiting you? Automatic ETL code generation Automated Data schema reconizatiom

RP

Rishabh P

07/12/22

4.5 out of 5

"Serverless computing at it's best"

What do you like best about AWS Glue? The data catalog of aws glue is one of its most prominent feature that helps in data creation and transformations. Apart from that support, scheduling, and the automation of the data schema recognition makes it better than its peers. Additionally, it works seamlessly with other aws tools What do you dislike about AWS Glue? Integration with systems outside of the AWS environment is perhaps the biggest limitation. It works well with the existing AWS ...

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SW

Shubham W

07/07/22

5 out of 5

"AWS Glue"

What do you like best about AWS Glue? It is a tool that makes it easy to discover prepare and combine data for analytics,machine learning. What do you dislike about AWS Glue? Nope,Everything was good there is nothing to dislike in AWS glue What problems is AWS Glue solving and how is that benefiting you? Cloud integreation which makes it perfect for all storage. UI is hest for ETL JOBS

AU

Anonymous User

07/06/22

3.5 out of 5

"Good ETL Tool"

What do you like best about AWS Glue? We can use this for organize and formate data for storage. What do you dislike about AWS Glue? We need speed process and limitations of real- time data. What problems is AWS Glue solving and how is that benefiting you? We can use it for microsoft SQL server and for amazon S3

AU

Anonymous User

06/29/22

5 out of 5

"AWS glue is great service that can be utilised when you are bound by lambda"

What do you like best about AWS Glue? Glue helps writing scripts in pyspark or python and glue catalogue What do you dislike about AWS Glue? Easy ui navigation and managing the jobs What problems is AWS Glue solving and how is that benefiting you? Processing huge data and managing the data tables

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

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