No more typing reviews! Try our Samantha, our new voice AI agent.

AWS Database Migration Service vs Tray.io comparison

 

Comparison Buyer's Guide

Executive Summary

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
6.4
Number of Reviews
34
Ranking in other categories
No ranking in other categories
Tray.io
Ranking in Cloud Data Integration
30th
Average Rating
7.4
Reviews Sentiment
5.9
Number of Reviews
3
Ranking in other categories
Process Automation (55th), Low-Code Development Platforms (74th), Integration Platform as a Service (iPaaS) (24th)
 

Mindshare comparison

As of March 2026, in the Cloud Data Integration category, the mindshare of AWS Database Migration Service is 7.4%, down from 14.7% compared to the previous year. The mindshare of Tray.io is 0.9%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Data Integration Mindshare Distribution
ProductMindshare (%)
AWS Database Migration Service7.4%
Tray.io0.9%
Other91.7%
Cloud Data Integration
 

Featured Reviews

AG
Delivery Head Data Engineering at BAGIC
Streamlines data migration across platforms with cost-effective and scalable solutions
We have the continuous data integration feature, but it does not work very well in our given ecosystem because we have huge data volume, and it reads from archive log rather than the redo sequence. That is where it lacks, so we are not able to do continuous streaming data injection. The ability to handle heterogeneous migrations for our organization is adequate. I do not see a major value add, or see it as a marquee feature. It is a good tool, but we do not have that sort of uses requirement. In my 10 plus years of experience, I do not see that kind of requirement where I have to replicate it in real time. I leverage AWS CloudWatch for addressing migration issues. The major challenges come across CDC. We have created latency filter and everything, but there is no way to control it. Due to the nature of our business, the transactions increase during month end and year end. My transactions are supposed to increase, my workloads on my core system increases, but my DMS is not able to keep up with them, even if I increase it to a higher side. Improvements could be made in AWS Database Migration Service. Because of that, I am moving out of DMS now to a STRIIM solution. DMS works within AWS ecosystem, but they also have to look for third party solutions. Now Snowflake is a bigger player, or Databricks. Something that could be possible as a connector, whether paid or free, but giving as a connector to that ecosystem as well.
SS
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
Marketing A/B tests have gained deeper insights from user behavior and unified global reporting
The best features Tray.io offers include excellent visualization capabilities and a dashboard, which stand out to me the most. I appreciate that it is very easy to convert the data we receive from Tray.io into dashboards from Power BI, which is extremely useful. I would also appreciate if in the future Tray.io provides a way to natively convert the data to Tableau. Tray.io has positively impacted my organization as it provides a trusted way to organize data results and share them throughout the company at once. As a multinational and very large company, it is definitely beneficial that those of us in the UK can use the same format that colleagues use in India, and the entire data architecture is framed within a trusted system from an established organization. As far as I know, Tray.io has been operating for the last 12 years, making it a very reliable system.

Quotes from Members

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

Pros

"The most valuable feature is its ability to get all the changes in our data and store that in an S3 bucket."
"Support is helpful."
"One valuable feature of AWS Database Migration Service is change data capture (CDC)."
"What I like about AWS Database Migration Service is that it's a good product that allows you to migrate terabytes of data, and my team was able to migrate almost 16TB of data using AWS Database Migration Service."
"The most valuable feature of AWS Database Migration Service is it catches all the history changes, such as inset, observe, and delete. It tracks everything."
"The product is cheaper than all platforms"
"The solution is stable and reliable."
"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."
"Tray.io has positively impacted my organization by helping us keep our internal database and this third-party service in sync, and it has really helped us automate a lot of that work because it is fairly straightforward to maintain and develop."
"Tray.io has positively impacted my organization by reducing the amount of redundant tasks that our team performs by approximately 80%, and the numbers are quite significant with the workflows alone, as we are working towards creating and utilizing AI within these workflows as well."
"Tray.io has positively impacted my organization as it provides a trusted way to organize data results and share them throughout the company at once."
 

Cons

"When working with AWS GovCloud, we often did not get an answer in time because AWS seemed more focused on the commercial side."
"The price is expensive for a person or student who wants to learn how to use the solution."
"What needs improvement in AWS Database Migration Service is that it lacks a log file validation feature. If the solution could provide more details about a particular transaction, that would be helpful. The stability of AWS Database Migration Service for online CDC records also needs to be improved."
"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."
"The live duplication has a delay of two minutes, which can be an issue."
"It would be helpful if the bandwidth could be independent of the network or if we could have a dedicated bandwidth for this product."
"It is a very expensive program and you pay a license fee based on the amount of users you have."
"The stability of AWS Database Migration Service for online CDC records also needs to be improved."
"As our product got more complex, we needed to add more and more complexity to Tray.io in terms of our setup, and that is when the benefits of it being no-code or low-code started to pale in comparison to the cost of making everything slightly more complicated."
"I have found that the error management in my main use case with Tray.io is not as effective as we would prefer."
"One way Tray.io could be improved, especially for people coming in with no real coding experience, is with more comprehensive error messages."
 

Pricing and Cost Advice

"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."
"In terms of pricing, I'd rate it an eight out of ten, considering it's a well-priced solution."
"The pricing is on the higher side."
"AWS Database Migration Service is the least expensive solution, but is still expensive."
"AWS Database Migration Service is very inexpensive."
"I would rate the pricing a seven out of ten."
"Pricing for the solution is reasonable, but could still be reduced."
"The pricing can be better and it should be more competitive."
Information not available
report
Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.
885,311 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
20%
Computer Software Company
11%
Manufacturing Company
7%
Government
5%
Computer Software Company
13%
Construction Company
12%
Outsourcing Company
10%
Wholesaler/Distributor
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise8
Large Enterprise17
No data available
 

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...
What needs improvement with Tray.io?
It was not always easy to test our changes in Tray.io. In a software engineering context, you might imagine there being different branches and different environments to make changes where you can m...
What is your primary use case for Tray.io?
We run automation workflows with Tray.io to take data from our internal databases and update a third-party software that we use. Specifically, my company offers digital trade credit, and we use tha...
What advice do you have for others considering Tray.io?
I think in general it has been a positive experience with Tray.io, and while there are areas where it can be improved, overall it is a good product. I rate Tray.io a seven out of ten.
 

Also Known As

AWS Data Migration Service
No data available
 

Overview

 

Sample Customers

Veoci, Trimble, Nasdaq, shaadi.com, Hotelbeds, SysAid, Verizon, Expedia, Pega
Copper, DigitalOcean, Udemy, AdRoll, FICO, Outreach
Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Salesforce and others in Cloud Data Integration. Updated: March 2026.
885,311 professionals have used our research since 2012.