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Azure Data Factory vs Oracle GoldenGate 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:
 

ROI

Sentiment score
6.4
Azure Data Factory offers significant ROI, efficiency, and cost savings, with users highlighting benefits in data integration and migration.
Sentiment score
5.6
Oracle GoldenGate reduces integration time and costs, enhancing disaster recovery and proving economically beneficial for large budgets.
Our stakeholders and clients have expressed satisfaction with Azure Data Factory's efficiency and cost-effectiveness.
Data Engineer at Vthinktechnologies
 

Customer Service

Sentiment score
6.3
Azure Data Factory support is generally satisfactory, with responsive assistance and strong community resources enhancing user satisfaction.
Sentiment score
5.2
Oracle GoldenGate's customer service is praised for handling critical issues but criticized for slow responses and initial expertise.
The technical support from Microsoft is rated an eight out of ten.
Chief Analytics Officer at Idiro Analytics
The technical support is responsive and helpful
Sr. Technical Architect at Hexaware Technologies Limited
The technical support for Azure Data Factory is generally acceptable.
Solution Architect at Mercedes-Benz AG
The rating for Oracle GoldenGate support is a three.
Oracle DBS at Bpifrance
The support team responds quickly, providing feedback which we then implement.
Business Manager at LS Systems Philippines
 

Scalability Issues

Sentiment score
7.4
Azure Data Factory offers scalable cloud-based solutions for diverse operations, despite some third-party integration limitations and use case challenges.
Sentiment score
7.3
Oracle GoldenGate is highly scalable, efficiently handling data transformations and integrations despite licensing and configuration complexities.
Azure Data Factory is highly scalable.
Chief Analytics Officer at Idiro Analytics
It effectively manages larger databases, such as those of 15 terabytes and above.
Enterprise Systems Engineer at Sybyl
 

Stability Issues

Sentiment score
7.8
Azure Data Factory is considered highly stable and reliable, though minor issues can occur, mostly in development environments.
Sentiment score
7.6
Oracle GoldenGate is praised for stability and reliability, with quick issue resolution and superior performance over competitors.
The solution has a high level of stability, roughly a nine out of ten.
Chief Analytics Officer at Idiro Analytics
Oracle GoldenGate is quite stable.
Enterprise Systems Engineer at Sybyl
 

Room For Improvement

Azure Data Factory needs better integration, UI, documentation, data handling, pricing transparency, real-time processing, connectivity, and scheduling.
Oracle GoldenGate requires better user-friendliness, reduced costs, improved support, enhanced scalability, clearer documentation, and expanded non-Oracle database features.
Incorporating more dedicated API sources to specific services like HubSpot CRM or Salesforce would be beneficial.
Chief Analytics Officer at Idiro Analytics
Sometimes, the compute fails to process data if there is a heavy load suddenly, and it doesn't scale up automatically.
Sr. Technical Architect at Hexaware Technologies Limited
There is a problem with the integration with third-party solutions, particularly with SAP.
Solution Architect at Mercedes-Benz AG
The configuration process could be made simpler.
Enterprise Systems Engineer at Sybyl
For Oracle GoldenGate, customers face challenges with patching, the latest updates, and encountering bugs.
Business Manager at LS Systems Philippines
You can tune Oracle GoldenGate to use more RAM on the source side or more processes.
DBA at a tech services company with 5,001-10,000 employees
 

Setup Cost

Azure Data Factory's pricing is pay-as-you-go, with costs based on usage, offering competitive and cost-effective solutions.
Oracle GoldenGate is costly, with complex licensing; alternatives like Qlik or SAP are often considered due to lower costs.
The pricing is cost-effective.
Chief Analytics Officer at Idiro Analytics
It is considered cost-effective.
Sr. Technical Architect at Hexaware Technologies Limited
The list price is high, and the price can sometimes seem expensive if the appropriate discount is not applied.
Business Manager at LS Systems Philippines
The pricing of Oracle GoldenGate is quite high.
Enterprise Systems Engineer at Sybyl
 

Valuable Features

Azure Data Factory offers scalable ETL processes with easy integration, user-friendly interface, and strong orchestration, security, and automation features.
Oracle GoldenGate provides real-time data replication, platform integration, and scalability, ensuring data integrity and user-friendly customization.
It connects to different sources out-of-the-box, making integration much easier.
Sr. Technical Architect at Hexaware Technologies Limited
The platform excels in handling major datasets, particularly when working with Power BI for reporting purposes.
Data Engineer at Vthinktechnologies
Regarding the integration feature in Azure Data Factory, the integration part is excellent; we have major source connectors, so we can integrate the data from different data sources and also perform basic transformation while transforming, which is a great feature in Azure Data Factory.
Director at a computer software company with 1,001-5,000 employees
The most valuable feature of Oracle GoldenGate is its ability to sync data in real-time, which is crucial for me.
Enterprise Systems Engineer at Sybyl
Oracle GoldenGate is beneficial for data replication and ensures secure data transport.
Business Manager at LS Systems Philippines
With Oracle GoldenGate, we were able to apply transformations to the data during the streaming between source and target.
DBA at a tech services company with 5,001-10,000 employees
 

Categories and Ranking

Azure Data Factory
Ranking in Data Integration
3rd
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
93
Ranking in other categories
Cloud Data Warehouse (2nd)
Oracle GoldenGate
Ranking in Data Integration
6th
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
52
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2026, in the Data Integration category, the mindshare of Azure Data Factory is 3.2%, down from 10.0% compared to the previous year. The mindshare of Oracle GoldenGate is 1.8%, down from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Market Share Distribution
ProductMarket Share (%)
Azure Data Factory3.2%
Oracle GoldenGate1.8%
Other95.0%
Data Integration
 

Featured Reviews

KandaswamyMuthukrishnan - PeerSpot reviewer
Director at a computer software company with 1,001-5,000 employees
Integrates diverse data sources and streamlines ETL processes effectively
Regarding potential areas of improvement for Azure Data Factory, there is a need for better data transformation, especially since many people are now depending on DataBricks more for connectivity and data integration. Azure Data Factory should consider how to enhance integration or filtering for more transformations, such as integrating with Spark clusters. I am satisfied with Azure Data Factory so far, but I suggest integrating some AI functionality to analyze data during the transition itself, providing insights such as null records, common records, and duplicates without running a separate pipeline or job. The monitoring tools in Azure Data Factory are helpful for optimizing data pipelines; while the current feature is adequate, they can improve by creating a live dashboard to see the online process, including how much percentage has been completed, which will be very helpful for people who are monitoring the pipeline.
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.
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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
13%
Computer Software Company
12%
Manufacturing Company
9%
Government
7%
Financial Services Firm
22%
Computer Software Company
8%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise19
Large Enterprise57
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise5
Large Enterprise30
 

Questions from the Community

How do you select the right cloud ETL tool?
AWS Glue and Azure Data factory for ELT best performance cloud services.
How does Azure Data Factory compare with Informatica PowerCenter?
Azure Data Factory is flexible, modular, and works well. In terms of cost, it is not too pricey. It offers the stability and reliability I am looking for, good scalability, and is easy to set up an...
How does Azure Data Factory compare with Informatica Cloud Data Integration?
Azure Data Factory is a solid product offering many transformation functions; It has pre-load and post-load transformations, allowing users to apply transformations either in code by using Power Q...
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 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...
 

Also Known As

No data available
GoldenGate
 

Overview

 

Sample Customers

1. Adobe 2. BMW 3. Coca-Cola 4. General Electric 5. Johnson & Johnson 6. LinkedIn 7. Mastercard 8. Nestle 9. Pfizer 10. Samsung 11. Siemens 12. Toyota 13. Unilever 14. Verizon 15. Walmart 16. Accenture 17. American Express 18. AT&T 19. Bank of America 20. Cisco 21. Deloitte 22. ExxonMobil 23. Ford 24. General Motors 25. IBM 26. JPMorgan Chase 27. Microsoft (Azure Data Factory is developed by Microsoft) 28. Oracle 29. Procter & Gamble 30. Salesforce 31. Shell 32. Visa
Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom
Find out what your peers are saying about Azure Data Factory vs. Oracle GoldenGate and other solutions. Updated: December 2025.
880,315 professionals have used our research since 2012.