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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
22nd
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
52
Ranking in other categories
No ranking in other categories
Spring Cloud Data Flow
Ranking in Data Integration
31st
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
9
Ranking in other categories
Streaming Analytics (17th)
 

Mindshare comparison

As of August 2026, in the Data Integration category, the mindshare of Oracle GoldenGate is 1.5%, down from 3.3% compared to the previous year. The mindshare of Spring Cloud Data Flow is 1.0%, down from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Oracle GoldenGate1.5%
Spring Cloud Data Flow1.0%
Other97.5%
Data Integration
 

Featured Reviews

EmmanuelCatalano - PeerSpot reviewer
DBA at a tech services company with 5,001-10,000 employees
Real-time data streaming has simplified transformations and kept enterprise databases synchronized
Oracle GoldenGate is good, but I would like to improve it. There is a need for whoever installs and configures Oracle GoldenGate to set the correct parameters for the use cases we need to use. In some cases, we had performance problems related to the streaming because there was a lot of information to stream concurrently. However, you can tune Oracle GoldenGate to use more RAM on the source side or more processes. I think that sometimes what is missing is knowledge about the tool from the person responsible for configuration. At this moment, Oracle GoldenGate is a very good tool, and I do not know in which area we can improve it. Perhaps the debug part of the tool could be improved. In some cases, I use the utility for how Oracle GoldenGate generates messages about the statements that it streams because of bugs, and in some cases, it is not very user-friendly. It may be possible to improve the API or the path related to debugging, but not the tool itself. The tool itself is good. I remember that in some configurations, we had problems with the streaming of DDL, which are changes to Oracle object structures such as tables and procedures. A new feature could be to perform streaming for operational objects such as procedures, functions, packages, or grants. This would synchronize source and target for these aspects, not only for data or the main types of structures, but also for others. I remember that there was some configuration in which you performed the streaming of the entire schema, or if you performed streaming for only tables, then you were unable to stream grants and other Oracle objects. I think it is important to introduce that capability.
NitinGoyal - PeerSpot reviewer
Engineering Lead at Naukri.com
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

"What I have found the most valuable about GoldenGate is that it does real-time and no-downtime migrations. Its migrations are fast. There are not many tools like it on the marketplace."
"The solution, especially the last version, is very stable; even with 3000 data sources and a complex framework, we are finding the solution to be very reliable."
"The live application feature is most valuable. The solution is stable. I rate it a seven out of ten."
"Oracle GoldenGate helps to select and target specific tables for replication. Any changes or operations on those tables are immediately reflected in the source and target environments."
"For small databases, GoldenGate handles the migration well."
"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 setup is simple and it can handle bi directional replication very easily."
"This solution is priced well, is fast, and doesn't have any impact on our production database."
"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."
"The most valuable feature is real-time streaming."
"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."
"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 dashboards in Spring Cloud Dataflow are quite valuable."
"Overall, Spring Cloud Data Flow is a really good solution and a lot cheaper than a lot of infrastructure provided by big companies like Google or Amazon."
"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 product is very user-friendly."
 

Cons

"The technical support in Egypt is not responsive."
"There is room for improvement in Oracle GoldenGate's pricing, which is a bit high."
"It is not a very stable tool, and you need to monitor it perfectly."
"It would be great if Oracle added some enhanced features or more functionalities to Oracle GoldenGate."
"The main problem of Oracle GoldenGate is that sometimes, the processes get abended. Data consistency is also challenging."
"The front-end management isn't very good."
"Technical support for Oracle products needs to be more efficient (at least locally in Egypt)."
"In our experience, there is zero technical support for this solution."
"Spring Cloud Data Flow is not an easy-to-use tool, so improvements are required."
"On the tool's online discussion forums, you may get stuck with an issue, making it an area where improvements are required."
"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."
"I would improve the dashboard features as they are not very user-friendly."
"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."
"The configurations could be better. Some configurations are a little bit time-consuming in terms of trying to understand using the Spring Cloud documentation."
"The solution's community support could be improved."
"Some of the features, like the monitoring tools, are not very mature and are still evolving."
 

Pricing and Cost Advice

"The price is high. Consequently, when clients or customers acquire the solution, they tend to utilize it to its maximum extent due to this factor."
"Licensing for Oracle GoldenGate is paid yearly."
"The tool is a bit expensive."
"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."
"Oracle GoldenGate is a high-priced solution because it follows the core-based pricing model versus the software-based pricing model of other solutions."
"We pay a yearly licensing fee for Oracle GoldenGate, which is very expensive."
"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."
"We do like the price of this solution."
"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."
"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."
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Comparison Review

it_user99375 - PeerSpot reviewer
Database Administrator at a tech services company with 51-200 employees
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
18%
Manufacturing Company
7%
Construction Company
6%
Government
6%
Financial Services Firm
17%
Computer Software Company
10%
Retailer
8%
Outsourcing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise5
Large Enterprise30
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What is your experience regarding pricing and costs for Oracle GoldenGate?
The pricing of Oracle GoldenGate depends on the discount we receive from Oracle. If the customer orders a larger quantity, we get a more flexible price. The list price is high, and the price can so...
What needs improvement with Oracle GoldenGate?
Oracle GoldenGate is good, but I would like to improve it. There is a need for whoever installs and configures Oracle GoldenGate to set the correct parameters for the use cases we need to use. In s...
What is your primary use case for Oracle GoldenGate?
I'm working with other Oracle products and Oracle GoldenGate on-premises. I can share my experience with Oracle GoldenGate on-premises. I have used it for several years to stream data between datab...
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: August 2026.
908,800 professionals have used our research since 2012.