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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
30
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 February 2025, in the Cloud Data Integration category, the mindshare of AWS Database Migration Service is 16.7%, up from 16.1% compared to the previous year. The mindshare of AWS Glue is 21.5%, down from 21.9% 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

"This efficient workflow has been particularly helpful."
"The most valuable features of the AWS Database Migration Service are the ease of migration, beneficial storage system, security, and simple instance creation. Additionally, the cloud that is provided is more complete than other solutions."
"I like that I can focus on the logic and I don't have to worry about the administration stuff. AWS handles that for me."
"The solution is stable and reliable."
"What I like about AWS Database Migration Service is that it's a good product that allows you to migrate terabytes of data. My team was able to migrate almost 16TB of data using AWS Database Migration Service. The solution works fine for my use case."
"The tools are very user-friendly."
"The product's initial setup phase was very easy."
"The database migration services allow us to do real-time synchronization of on-premise and database to plan out our releases."
"The most valuable feature of AWS Glue is scalability."
"I like that it's flexible, powerful, and allows you to write your own queries and scripts to get the needed transformations."
"One of the best features of the solution is its ability to easily integrate with other AWS services."
"AWS Glue is quite better than other tools, but you have to learn it properly before you start using it."
"It is AWS-integrated. There is end-to-end integration with the other AWS services. It is also user-friendly."
"The solution's technical support is good. Whenever we raise a use case where we face an issue in our company, we get a response from the solution's technical team."
"AWS Glue's best features are scalability and cloud-based features."
"The solution integrates well with other AWS products or services."
 

Cons

"We would like to see some improvement in the performance of large scale procedures, such as when we migrate from Oracle to csSQL."
"AWS Database Migration Service can become complex when testing. Other solutions, such as Microsoft Azure makes it easy to do. There are more steps to complete tasks in AWS Database Migration Service than in Microsoft Azure."
"I think that Amazon needs to improve the migration scenarios after analytics"
"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."
"It would be helpful if the bandwidth could be independent of the network or if we could have a dedicated bandwidth for this product."
"There could be enhancements in the product intelligently covering more scenarios to prevent crashes or failures."
"The cost is a concern. We use DMS because of its simplicity, but the price could definitely be more competitive."
"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."
"In terms of improvement, the performance of AWS Glue could be faster."
"The drawbacks associated with the product stem from the fact that, based on the data volume, it can become very costly."
"I am quite technical, yet when it comes to data pipelines, I prefer using GUIs over code-based calls. It might be easier with a different skill set."
"The product is expensive for data streaming. This area needs improvement."
"The start-up time is really high right now. For instance, when you start up a new job, you have to wait for five or eight minutes before it starts. If the start-up time is reduced to one or two minutes, it will be great. It will be better to have a direct linkage to Redshift in AWS. If we can use data catalogs from Redshift, it will be so easy to create some data catalogs. Currently, we can only use data catalogs from S3."
"Setting up pipelines is challenging, especially with version control and testing requirements."
"There could be an enhanced way of managing pure metadata management or data cataloging."
"The monitoring is not that good."
 

Pricing and Cost Advice

"AWS Database Migration Service is very inexpensive."
"For Egypt, the product's prices are high, making it a specific problem in one region and not globally."
"In terms of pricing, I'd rate it an eight out of ten, considering it's a well-priced solution."
"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."
"The pricing is per hour, though I do not have the exact figures. If you have specific questions about the service, a personal support team from Amazon is available, but this will bring in additional costs."
"AWS Database Migration Service is the least expensive solution, but is still expensive."
"The pricing can be better and it should be more competitive."
"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."
"The solution's pricing is based on DPUs so it is a good idea to optimize use or it can get expensive."
"This solution is affordable and there is an option to pay for the solution based on your usage."
"I rate pricing an eight out of ten."
"I would rate the solution a six or seven on a scale of one to ten, with ten being very expensive. Specifically, I rate its pricing a six out of ten."
"AWS Glue follows a pay-as-you-go model, wherein the cost of the data you use will be counted as a monthly bill."
"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."
"If you are using the solution for an enterprise business, it will be expensive."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
15%
Manufacturing Company
7%
Government
7%
Financial Services Firm
22%
Computer Software Company
13%
Manufacturing Company
8%
Insurance Company
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: January 2025.
837,501 professionals have used our research since 2012.