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AWS Database Migration Service vs AWS Glue comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 20, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

AWS Database Migration Service
Ranking in Cloud Data Integration
2nd
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
31
Ranking in other categories
No ranking in other categories
AWS Glue
Ranking in Cloud Data Integration
1st
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
49
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of April 2025, in the Cloud Data Integration category, the mindshare of AWS Database Migration Service is 17.1%, up from 15.7% compared to the previous year. The mindshare of AWS Glue is 21.3%, down from 21.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Data Integration
 

Featured Reviews

Avinash Gangu - PeerSpot reviewer
Centralizing database tables enhances workflow efficiency for ease of use
I was looking for some content as part of a comparison analysis. However, one of the pain points is that it is way too free-flowing. I have to skim through all the security pages to get to the crux of it. I was looking for a table that suggests which facets such services address with proofs of reference from professional conferences. The document is a 63-page read, making it very difficult to navigate without a summary. I was looking for a summary at the start, however, if I have to do it myself, I might as well integrate from AWS Docs and then Informative Exchange. The current document contains a lot of information, which is great, but there needs to be a summary indicating the story's essence. Unless there's a correction, it is not present in the document.
Muthuvel Sivaraman - PeerSpot reviewer
Handles a huge volume of data and is serverless, but it can be considered costly by some users
We use Amazon's services to provide technical support for the product. If you want to have support, Oracle and others offer a single support, and other tools have a direct support window. For Amazon, we need to pay 10 percent of my billing amount for the tool to get support services. Whether to raise a support ticket or not is an issue since ten percent is a huge amount. My company ends up using all the options without help from support. It is very difficult for any common man to understand why there is a need to pay ten percent for support. If I find an issue in the product, and I need to get support from AWS to fix it, then I need to pay ten percent of the tool's bill amount to Amazon. AWS is a very tricky tool because everything is evolving nowadays. AWS engineers are getting hired from other places, and even after that, if I am not getting any technical support, then things will be very nasty. There are some good engineers who help users outside the normal support cycle, but it doesn't meet their needs. I rate the technical support a four out of ten.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"It's scalable."
"The initial setup is very straightforward."
"We particularly like that this solution has the facility to integrate with all ETL tools."
"It's pretty useful when we need to migrate something big from a different type of database that AWS Data Migration Services supports."
"I am very impressed by the scalability of AWS Database Migration Service."
"DMS's architecture is highly beneficial, allowing for scalable migrations of large datasets."
"The product is cheaper than all platforms"
"AWS Database Migration Service is good for smaller workloads and provides compatibility."
"The most valuable feature of AWS Glue is scalability."
"It's very good to manage."
"AWS Glue is a stable and easy-to-use solution."
"AWS Glue is fast and managed by AWS. Hence, you don't have to worry about capacity and the performance of Glue jobs. It has integrations with other data stores of AWS. The product offers metadata management, logging, and ETL processing capabilities. It comes with a powerful feature, Glue Studio, which helps to do queries interactively within the community. It is a managed service and very secure. Another popular and mature service is S3."
"AWS Glue's most valuable features include its transformation capabilities, which provide data quality and shape for processing in ML or AI models."
"The solution is stable and reliable."
"Glue is a NoSQL-based data ETL tool that has some advantages over IIS and ISAs."
"The solution is highly user-friendly, and its features are easy to use. The new addition of AWS Glue Data Catalog is also very beneficial, making the tool even more helpful for its users."
 

Cons

"I think that Amazon needs to improve the migration scenarios after analytics"
"Sometimes we encounter errors, and the error messages from DMS are very ambiguous and sometimes misleading."
"The initial setup can be difficult for beginners in AWS Database Migration Service. You will need the training to complete it."
"This solution can offer more tweaks where the latency can be brought down to fifteen seconds."
"Database Migration Service could be more integrated. I think that it makes sense to add integration to these functions. For example, AWS Glue has a feature called Orchestrator to create data flows, and that's more straightforward."
"The names of the services need improvement since AWS doesn't indicate what the function of the product is presently. You need to read a lot to find the service that you want in the product."
"Migrating from here and pushing the data from on-premise to AWS cloud is a big challenge and a few more services from AWS would be helpful. For example, we are currently using ILDB internet tools which move data from on-premise to the AWS cloud. A few more services would be really helpful for me to move the master data."
"The cost is a concern. We use DMS because of its simplicity, but the price could definitely be more competitive."
"In the building and deployment aspects, there is room for improvement. The current process is a bit complicated and could benefit from being more user-friendly and simpler, which would help speed up the deployment process."
"AWS Glue's error handling is difficult."
"The solution should offer features for streaming data in addition to batching data."
"Improvements in the UI are needed, as it is challenging to understand some functionalities."
"There is a learning curve to this tool."
"On occasion, the solution's dashboard reports that a project failed due to runtime but it actually succeeded."
"It would be better if it were more user-friendly. The interesting thing we found is that it was a little strange at the beginning. The way Glue works is not very straightforward. After trying different things, for example, we used just the console to create jobs. Then we realized that things were not working as expected. After researching and learning more, we realized that even though the console creates the script for the ETL processes, you need to modify or write your own script in Spark to do everything you want it to do. For example, we are pulling data from our source database and our application database, which is in Aurora. From there, we are doing the ETL to transform the data and write the results into Redshift. But what was surprising is that it's almost like whatever you want to do, you can do it with Glue because you have the option to put together your own script. Even though there are many functionalities and many connections, you have the opportunity to write your own queries to do whatever transformations you need to do. It's a little deceiving that some options are supposed to work in a certain way when you set them up in the console, but then they are not exactly working the right way or not as expected. It would be better if they provided more examples and more documentation on options."
"I have encountered challenges with multi-region support."
 

Pricing and Cost Advice

"Pricing for the solution is reasonable, but could still be reduced."
"I rate the product price a seven on a scale of one to ten, where one is a high price, and ten is a low price."
"AWS Database Migration Service is the least expensive solution, but is still expensive."
"I would rate the pricing a seven out of ten."
"The pricing is on the higher side."
"Pricing can be improved."
"Cost is the only factor that is challenging."
"The pricing can be better and it should be more competitive."
"I rate pricing an eight out of ten."
"AWS Glue is quite costly, especially for small organizations."
"AWS Glue uses a pay-as-you-go approach which is helpful. The price of the overall solution is low and is a great advantage."
"I rate the tool an eight on a scale of one to ten, where one is expensive, and ten is expensive."
"I rate the product's pricing a five on a scale of one to ten, where one is a high price, and ten is a low price."
"Technical support is a paid service, and which subscription you have is dependent on that. You must pay one of them, and it ranges from $15,000 to $25,000 per year."
"It is not expensive. AWS Glue works on the serverless architecture. We get charged for the time the server is up. For our use case, we have to use it once in a day, and it is not expensive for us."
"The solution's pricing is based on DPUs so it is a good idea to optimize use or it can get expensive."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
16%
Manufacturing Company
7%
Insurance Company
7%
Financial Services Firm
21%
Computer Software Company
14%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What resources can you use to learn how to utilize AWS Database Migration Service?
As with all AWS products, you are given very useful documentation with AWS Database Migration Service. Before we started using this product, we went over it and we were able to learn the basics an...
Would you recommend AWS Database Migration Service as a cloud data integration tool?
My current company started using AWS Database Migration Service upon my recommendation, and I continue telling people how good of a product it is. However, users should keep in mind a few things. ...
Is AWS Database Migration Service an affordable solution?
Compared to similar solutions, AWS Database Migration Service falls somewhere in the middle price-wise, at least from my experience. This being said, it is not a very affordable solution, especial...
How do you select the right cloud ETL tool?
AWS Glue and Azure Data factory for ELT best performance cloud services.
How does Talend Open Studio compare with AWS Glue?
We reviewed AWS Glue before choosing Talend Open Studio. AWS Glue is the managed ETL (extract, transform, and load) from Amazon Web Services. AWS Glue enables AWS users to create and manage jobs in...
What are the most common use cases for AWS Glue?
AWS Glue's main use case is for allowing users to discover, prepare, move, and integrate data from multiple sources. The product lets you use this data for analytics, application development, or ma...
 

Also Known As

AWS Data Migration Service
No data available
 

Overview

 

Sample Customers

Veoci, Trimble, Nasdaq, shaadi.com, Hotelbeds, SysAid, Verizon, Expedia, Pega
bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday
Find out what your peers are saying about AWS Database Migration Service vs. AWS Glue and other solutions. Updated: April 2025.
849,686 professionals have used our research since 2012.