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AWS Database Migration Service vs TIBCO Spotfire 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
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
31
Ranking in other categories
Cloud Data Integration (2nd)
TIBCO Spotfire
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
70
Ranking in other categories
BI (Business Intelligence) Tools (14th)
 

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.
Mohsin Pathan - PeerSpot reviewer
Flexible, offers a single pane of glass, and is highly customizable
There's one area I see that specifically needs improvement. That is when you do the data loading. It is slow. For historical data, when you talk about gigabytes of data, terabytes of data, then it becomes prolonged. Loading could be improved. That's one part. That is actually there with every tool. I would not say that this is a specific problem with Spotfire. However, it is a problem with all the BI tools. That is one area which can be improved. When you are doing analytics, you see that the value has to come perfect. There was a missing feature of alerting out of the box within Spotfire. However, they have released this in version 12.

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 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."
"The tools are very user-friendly."
"The initial setup is simple. Not that much complex."
"One of the features, I find most valuable is its ability to apply rules and transformations to data during real-time integration. This includes changing schema names or table structures on AWS without delaying the data flow. Initially, full migrations can vary widely in time depending on the source system; for instance, a large Magento database might take up to six months, while smaller databases like IBM DB2 could migrate within hours. Once set up, AWS DMS ensures real-time synchronization using Change Data Capture (CDC), maintaining data integrity throughout the process."
"Scalable and stable solution for migrating databases to AWS, with valuable features such as parallel full load and continuous data replication."
"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."
"I am very impressed by the scalability of AWS Database Migration Service."
"It's pretty useful when we need to migrate something big from a different type of database that AWS Data Migration Services supports."
"The most valuable feature is the map visuals that help us connect to the geo-specialized data which is more advanced than other solutions."
"It’s stable and straightforward."
"Live Query data on demand, R and Python integration, and the ability to write HTML and JavaScript text areas are all valuable features."
"From a scalability standpoint, I would say it's pretty fantastic."
"Data discovery is very simple."
"This solution allows us to integrate data from across all client departments, for effective reporting via a single dashboard."
"TIBCO Spotfire integrates with R and Python, offering a differentiator from the competition."
"It allows users to quickly analyze data from a variety of sources and visualize it with powerful, interactive graphs, and charts."
 

Cons

"Sometimes we encounter errors, and the error messages from DMS are very ambiguous and sometimes misleading."
"I was looking for a table that suggests which facets such services address with proofs of reference from professional conferences."
"If they had some sort of functionality where, at a specific point in time, if I want to start a new job, it should automatically pick up from where it has been left rather than having people worry about the exact job number and the timing."
"There are a set of complexities and challenges when a user wants to integrate AWS products with Microsoft products."
"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 my experience, AWS Database Migration Service performs well for its primary purpose of data migration. One area that could be improved is its support for non-AWS file formats, particularly when integrating data from sources stored outside of AWS. For example, handling AWS Data Lakes, Delta Lake, or Hadoop file formats stored in S3 requires extensive configuration and isn't always straightforward. It would be beneficial to streamline this process to ensure smoother migrations from non-AWS environments to AWS. As for additional functionality, I think enhancing support for these external file formats and simplifying configuration steps would be valuable improvements for the service."
"There is no connectivity to the source database or the target database."
"There could be enhancements in the product intelligently covering more scenarios to prevent crashes or failures."
"When you do the data loading, it is slow."
"We encountered difficulties connecting the special data sets, as the post data set did not contain any shared columns, making it difficult to establish a connection between the data sets."
"The data compression has room for improvement."
"The handling and consumption of realtime data could be improved."
"The initial setup of TIBCO Spotfire is in the middle range of difficulty. The initial setup of Power BI is easier."
"The initial setup is complicated and needs experience and knowledge."
"The design of the UI could be improved."
"The number of charts available out of the box in Spotfire can be enhanced."
 

Pricing and Cost Advice

"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."
"The pricing is on the higher side."
"AWS Database Migration Service is very inexpensive."
"Pricing can be improved."
"The solution’s pricing is reasonable."
"Cost is the only factor that is challenging."
"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 can be better and it should be more competitive."
"The price-point for this solution is negotiable depending on usage levels."
"The solution is affordable one."
"The cost is a few hundred dollars per user per year."
"This product carries a monthly licensing charge, with the amount depending on the features that are to be included. This costs also covers the use of technical support."
"The cost of TIBCO Spotfire could improve. It should be less expensive. It's the most expensive visualization tool in our company."
"In comparison to other solutions such as IBM Cognos, TIBCO Spotfire is more affordable."
"The ROI is nearly impossible to calculate."
"The pricing seems competitive and reasonable. The value delivered by the product far exceeds the cost."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
16%
Manufacturing Company
7%
Government
7%
Manufacturing Company
18%
Financial Services Firm
14%
Computer Software Company
10%
Energy/Utilities Company
9%
 

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...
What do you like most about TIBCO Spotfire?
TIBCO Spotfire is easy to use. We initiated Spotfire as POC, with support from a tech team based in South Africa. While they assisted with the setup, we conducted the POC ourselves.
What is your experience regarding pricing and costs for TIBCO Spotfire?
TIBCO Spotfire's pricing is high, particularly in traditional markets like Turkey, impacting market penetration. There is a lack of local support and distributors, making it challenging to sell.
What needs improvement with TIBCO Spotfire?
ClickView ( /products/clickview-reviews ) offered more visually appealing visualizations. TIBCO Spotfire and ClickView ( /products/clickview-reviews ) need improvement in scheduling, which is criti...
 

Also Known As

AWS Data Migration Service
Spotfire
 

Overview

 

Sample Customers

Veoci, Trimble, Nasdaq, shaadi.com, Hotelbeds, SysAid, Verizon, Expedia, Pega
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about AWS Database Migration Service vs. TIBCO Spotfire and other solutions. Updated: April 2025.
850,043 professionals have used our research since 2012.