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AWS Database Migration Service vs AWS Glue comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 12, 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
48
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

"We have the ability to bring data for all tables of a database in one go, as long as the tables follow a particular naming convention."
"The initial setup is very straightforward."
"The installation is easy."
"The product's initial setup phase was very easy."
"If your infrastructure is already on Amazon, it simply makes the most sense to use a tool officially provided by them as an additional service, rather than having to rely on a third-party solution."
"One valuable feature of AWS Database Migration Service is change data capture (CDC)."
"The solution is instantaneous. We can launch the service and reduce the end number of manpower."
"The database migration services allow us to do real-time synchronization of on-premise and database to plan out our releases."
"For ETL, I feel the performance is excellent."
"What I like best about AWS Glue is its real-time data backup feature. Last week, there was a production push, and what used to take almost ten days to send out around fifty-six thousand emails now takes only two hours."
"AWS Glue's best features are scalability and cloud-based features."
"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."
"I like that it's flexible, powerful, and allows you to write your own queries and scripts to get the needed transformations."
"The solution’s most valuable feature is the ETL job."
"AWS Glue is very quick to start without cold starts, unlike AWS Lambda."
 

Cons

"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."
"It would be helpful if the bandwidth could be independent of the network or if we could have a dedicated bandwidth for this product."
"I think that Amazon needs to improve the migration scenarios after analytics"
"This solution can offer more tweaks where the latency can be brought down to fifteen seconds."
"The initial setup can be difficult for beginners in AWS Database Migration Service. You will need the training to complete it."
"One area that AWS DMS can improve on is its conversion of data types. For example, in Oracle, you have a data type called RAW, but in PostgreSQL there is no such thing. Thus, AWS DMS doesn't know what type I want to use when migrating from Oracle to PostgreSQL, and when performing the migration, AWS DMS changed the RAW data type to the byte data type, which isn't what I wanted."
"Support could be more expedient. Right now I am waiting on support for an extension."
"More endpoints need to be supported by AWS Database Migration Service. There's also a need for more control and transparency on the product, including better technical support."
"In terms of improvement, the performance of AWS Glue could be faster."
"The technical support for this solution could be improved. In future, we would like to connect more services like Athena or Kinesis to help control more loads of data."
"On occasion, the solution's dashboard reports that a project failed due to runtime but it actually succeeded."
"The solution’s stability could be improved."
"I would like to see a more robust interface on the no-code side. This would be nice to be able to split cells."
"It is not clear how the partition discovery would have been affected by more data coming in."
"The solution could be cheaper. The price of the solution is an area that needs improvement."
"Beginners need additional support as it currently lacks some features required for complex transformations, often necessitating custom Python coding."
 

Pricing and Cost Advice

"AWS Database Migration Service is the least expensive solution, but is still expensive."
"Pricing can be improved."
"Pricing for the solution is reasonable, but could still be reduced."
"AWS Database Migration Service is very inexpensive."
"The pricing can be better and it should be more competitive."
"I would rate the pricing a seven out of ten."
"The pricing is on the higher side."
"Cost is the only factor that is challenging."
"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."
"I rate the tool's pricing a four out of ten."
"This solution is affordable and there is an option to pay for the solution based on your usage."
"It is an expensive product. I rate its pricing a nine out of ten."
"The pricing is a bit higher than other solutions like Athena and EC2. If the pricing becomes more scaled or flexible, it will be good because you have to pay 44 cents just for one DPU for an hour. If you increase DPUs to 5 or 10, the pricing gets multiplied. There are also some time limits like 0 to 10 minutes or 10 to 20 minutes. If the pricing is according to the minutes, it would be better because you have to limit your job to 10 minutes or 20 minutes."
"Its price is good. We pay as we go or based on the usage, which is a good thing for us because it is simple to forecast for the tool. It is good in terms of the financial planning of the company, and it is a good way to estimate the cost. It is also simple for our clients. In my opinion, it is one of the best tools in the market for ETL processes because of the fact that you pay as you use, which separates it from other big tools such as PowerCenter, Pentaho Data Integration, and Talend."
"The overall cost of AWS Glue could be better. It cost approximately $1,000 a month. There is paid support available from AWS Glue."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
16%
Manufacturing Company
7%
Government
7%
Financial Services Firm
22%
Computer Software Company
13%
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: March 2025.
842,767 professionals have used our research since 2012.