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Oracle GoldenGate vs Spring Cloud Data Flow comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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

Oracle GoldenGate
Ranking in Data Integration
8th
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
49
Ranking in other categories
No ranking in other categories
Spring Cloud Data Flow
Ranking in Data Integration
24th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
9
Ranking in other categories
Streaming Analytics (9th)
 

Mindshare comparison

As of April 2025, in the Data Integration category, the mindshare of Oracle GoldenGate is 3.6%, down from 3.7% compared to the previous year. The mindshare of Spring Cloud Data Flow is 1.1%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration
 

Featured Reviews

ShahidNadeem - PeerSpot reviewer
Handles migrations well and has reduced our downtime
For small databases that are less than a terabyte, GoldenGate handles the migration well. You don't need much input so long as the processes don't upend. As soon as there's a problem, then, obviously, you need to diagnose it. It all depends on the scenario, on the size of the databases, whether you're doing schema replication, or table replication. We normally do the whole database, taking everything across. Finally, because this is an Oracle product, there is support available 24/7.
NitinGoyal - PeerSpot reviewer
Has a plug-and-play model and provides good robustness and scalability
The solution's community support could be improved. I don't know why the Spring Cloud Data Flow community is not very strong. Community support is very limited whenever you face any problem or are stuck somewhere. I'm not sure whether it has improved in the last six months because this pipeline was set up almost two years ago. I struggled with that a lot. For example, there was limited support whenever I got an exception and sought help from Stack Overflow or different forums. Interacting with Kubernetes needs a few certificates. You need to define all the certificates within your application. With the help of those certificates, your Java application or Spring Cloud Data Flow can interact with Kubernetes. I faced a lot of hurdles while placing those certificates. Despite following the official documentation to define all the replicas, readiness, and liveliness probes within the Spring Cloud Data Flow application, it was not working. So, I had to troubleshoot while digging in and debugging the internals of Spring Cloud Data Flow at that time. It was just a configuration mismatch, and I was doing nothing weird. There was a small spelling difference between how Spring Cloud Data Flow was expecting it and how I passed it. I was just following the official documentation.

Quotes from Members

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

Pros

"This solution provides us with real-time replication and it does not affect the performance of other operations, which is very important to us."
"This is a powerful solution provided by one of the most respected companies in the computer industry."
"The most valuable features of Oracle GoldenGate are the schema application and performance."
"The solution is useful for data transformation."
"It's very simple to configure, it's very simple to implement. In addition, the ability it has to capture data and transmit it with incredible speed is better than any of the product out there. It's extremely powerful."
"Oracle GoldenGate features work fine, which is what I like about it. I also like that it's scalable, easy to set up, and has good technical support."
"The initial setup is straightforward. It doesn't take too much time or effort to implement the solution."
"GoldenGate enables us to merge and transform data from various sources in real time. It's a powerful tool that can read and load most data sources."
"The product is very user-friendly."
"There are a lot of options in Spring Cloud. It's flexible in terms of how we can use it. It's a full infrastructure."
"The ease of deployment on Kubernetes, the seamless integration for orchestration of various pipelines, and the visual dashboard that simplifies operations even for non-specialists such as quality analysts."
"The most valuable features of Spring Cloud Data Flow are the simple programming model, integration, dependency Injection, and ability to do any injection. Additionally, auto-configuration is another important feature because we don't have to configure the database and or set up the boilerplate in the database in every project. The composability is good, we can create small workloads and compose them in any way we like."
"The dashboards in Spring Cloud Dataflow are quite valuable."
"The most valuable feature is real-time streaming."
"The best thing I like about Spring Cloud Data Flow is its plug-and-play model."
"The solution's most valuable feature is that it allows us to use different batch data sources, retrieve the data, and then do the data processing, after which we can convert and store it in the target."
 

Cons

"Troubleshooting issues is not always the easiest. It should be easier to troubleshoot. Their support can also be improved. They don't read your problem statement and waste a lot of time. GoldenGate for big data is actually a separate license. It is sort of a separate product, but it might fall underneath your GoldenGate category. If we're talking about big data, its interaction with big data sources is poorly documented."
"Oracle GoldenGate could improve the price."
"Lacks the ability to become a full-scale ETL tool."
"The solution sometimes has issues with long transactions and replication delays. Its pricing needs improvement."
"There is room for improvement in Oracle GoldenGate's pricing, which is a bit high."
"It's stable but you have to know how to maintain it. That's why it's not 10 out of 10 for me. There are some bugs, there are some issues here and there. All of a sudden your process is not working and you have to figure out why, and sometimes it's not so clear."
"The product is not easy to use."
"Oracle GoldenGate's installation is not user-friendly, we had to read a lot of documentation for the setup and configuration."
"The configurations could be better. Some configurations are a little bit time-consuming in terms of trying to understand using the Spring Cloud documentation."
"Spring Cloud Data Flow is not an easy-to-use tool, so improvements are required."
"I would improve the dashboard features as they are not very user-friendly."
"Spring Cloud Data Flow could improve the user interface. We can drag and drop in the application for the configuration and settings, and deploy it right from the UI, without having to run a CI/CD pipeline. However, that does not work with Kubernetes, it only works when we are working with jars as the Spring Cloud Data Flow applications."
"Some of the features, like the monitoring tools, are not very mature and are still evolving."
"On the tool's online discussion forums, you may get stuck with an issue, making it an area where improvements are required."
"The solution's community support could be improved."
"There were instances of deployment pipelines getting stuck, and the dashboard not always accurately showing the application status, requiring manual intervention such as rerunning applications or refreshing the dashboard."
 

Pricing and Cost Advice

"We have purchased corporate licensing to use Oracle GoldenGate."
"Its price can be better. It is a bit crazy, and its licensing is very difficult to understand. I would rate it one out of five in terms of pricing. There don't seem to be any additional costs."
"We have an enterprise license for it. It might be for three years or so. I'm not aware of any additional costs to the standard licensing fee."
"Oracle GoldenGate's cost is high."
"The licensing model should be improved to be more cost-effective for the end users."
"We pay a yearly licensing fee for Oracle GoldenGate, which is very expensive."
"The solution is highly-priced."
"The tool needs to improve its pricing."
"The solution provides value for money, and we are currently using its community edition."
"This is an open-source product that can be used free of charge."
"If you want support from Spring Cloud Data Flow there is a fee. The Spring Framework is open-source and this is a free solution."
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Comparison Review

it_user99375 - PeerSpot reviewer
Mar 31, 2014
Oracle GoldenGate vs. Oracle Active Dataguard
As an Oracle DBA, while working upon high availability of your database you may stumble upon various Oracle strategic capabilities that fall into categories of Oracle Replication. Oracle provides various technologies for replication like GoldenGate, streams, and Active Dataguard. Replication…
 

Top Industries

By visitors reading reviews
Financial Services Firm
22%
Computer Software Company
12%
Manufacturing Company
8%
Government
6%
Financial Services Firm
26%
Computer Software Company
17%
Manufacturing Company
7%
Retailer
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Oracle GoldenGate?
The product is reliable for data integrity.
What is your experience regarding pricing and costs for Oracle GoldenGate?
The pricing of Oracle GoldenGate is quite high. However, its cost-effectiveness stems from its unique features that are not commonly available in other products. Still, it is not cheap, and I would...
What needs improvement with Oracle GoldenGate?
There is room for improvement in Oracle GoldenGate's pricing, which is a bit high. Additionally, the configuration process could be made simpler. Although it serves well, these aspects could be imp...
What needs improvement with Spring Cloud Data Flow?
There were instances of deployment pipelines getting stuck, and the dashboard not always accurately showing the application status, requiring manual intervention such as rerunning applications or r...
What is your primary use case for Spring Cloud Data Flow?
We had a project for content management, which involved multiple applications each handling content ingestion, transformation, enrichment, and storage for different customers independently. We want...
What advice do you have for others considering Spring Cloud Data Flow?
I would definitely recommend Spring Cloud Data Flow. It requires minimal additional effort or time to understand how it works, and even non-specialists can use it effectively with its friendly docu...
 

Also Known As

GoldenGate
No data available
 

Overview

 

Sample Customers

Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom
Information Not Available
Find out what your peers are saying about Oracle GoldenGate vs. Spring Cloud Data Flow and other solutions. Updated: April 2025.
845,589 professionals have used our research since 2012.