Azure Data Factory vs Oracle GoldenGate comparison

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Comparison Buyer's Guide
Executive Summary

We performed a comparison between Azure Data Factory and Oracle GoldenGate based on real PeerSpot user reviews.

Find out in this report how the two Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Azure Data Factory vs. Oracle GoldenGate Report (Updated: March 2024).
765,234 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"Microsoft supported us when we planned to provision Azure Data Factory over a private link. As a result, we received excellent support from Microsoft.""From what we have seen so far, the solution seems very stable.""It makes it easy to collect data from different sources.""It's extremely consistent.""The data mapping and the ability to systematically derive data are nice features. It worked really well for the solution we had. It is visual, and it did the transformation as we wanted.""The function of the solution is great.""The most valuable feature of Azure Data Factory is that it has a good combination of flexibility, fine-tuning, automation, and good monitoring.""The flexibility that Azure Data Factory offers is great."

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"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 most valuable features of Oracle GoldenGate are the schema application and performance.""You can put data together from a few databases into one database or the other way, from one database into several. It transforms data in real-time.""You can use Oracle GoldenGate as a DR for your system.""What I like most about Oracle GoldenGate is that it supports cross-platform migrations. For example, Oracle GoldenGate could pump data from one type of system to another such as the data from Oracle DB to SQL Db2.""Ease of installation, maintenance and powerful outputs and supporting Big Data and Cloud environment as well as OGGCS (Oracle Golden Gate Cloud Service).""I am impressed with the tool's possibility of integrating different systems in a unified place.""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."

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Cons
"There's no Oracle connector if you want to do transformation using data flow activity, so Azure Data Factory needs more connectors for data flow transformation.""There should be a way that it can do switches, so if at any point in time I want to do some hybrid mode of making any data collections or ingestions, I can just click on a button.""There are limitations when processing more than one GD file.""Currently, smaller businesses face a disadvantage in terms of pricing, and reducing costs could address this issue.""The user interface could use improvement. It's not a major issue but it's something that can be improved.""Currently, our company requires a monitoring tool, and that isn't available in Azure Data Factory.""The number of standard adaptors could be extended further.""Data Factory's performance during heavy data processing isn't great."

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"In the future, I would appreciate a more user-friendly monitoring interface for easier management and troubleshooting.""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.""It should be easier to integrate this solution with non-Oracle databases, including cloud-based solutions hosted on Azure.""The solution's performance needs improvement.""The solution needs to improve its latency, monitoring and support.""In some cases, expectations were not met, especially when specific tables were expected to be disabled, and changes were anticipated in the target environment. We had to take backups from the source and refresh the address to address this.""It is not a very stable tool, and you need to monitor it perfectly.""IBM CDC has one central control while Oracle GoldenGate has two controls. In IBM CDC we can do all things in frontend. The solution needs to incorporate a feature where we can connect it to a standby database."

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Pricing and Cost Advice
  • "In terms of licensing costs, we pay somewhere around S14,000 USD per month. There are some additional costs. For example, we would have to subscribe to some additional computing and for elasticity, but they are minimal."
  • "This is a cost-effective solution."
  • "The price you pay is determined by how much you use it."
  • "Understanding the pricing model for Data Factory is quite complex."
  • "I would not say that this product is overly expensive."
  • "The licensing is a pay-as-you-go model, where you pay for what you consume."
  • "Our licensing fees are approximately 15,000 ($150 USD) per month."
  • "The licensing cost is included in the Synapse."
  • More Azure Data Factory Pricing and Cost Advice →

  • "The one feature that I think Oracle could perhaps consider is, at the moment, the Veridata option is an extra cost. Golden Gate is an expensive product. You pay a lot for the best. But not including the Veridata license to prove that everything is working correctly... The big improvement for me would be to have that license built in. That would take it to the next level. That would make it a much better product. You may want to look at buying term licenses if you've just got a single migration to do. In that situation, you might want a term license for perhaps a year to save a lot of money, rather than buying a perpetual license."
  • "The licensing model should be improved to be more cost-effective for the end users."
  • "We do like the price of this solution."
  • "Pricing is based on anual licensing with additional costs for support packages."
  • "The price of this solution is good."
  • "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."
  • "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 purchased corporate licensing to use Oracle GoldenGate."
  • More Oracle GoldenGate Pricing and Cost Advice →

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    Comparison Review
    Anonymous User
    Questions from the Community
    Top Answer:AWS Glue and Azure Data factory for ELT best performance cloud services.
    Top Answer: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 and… more »
    Top Answer: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… more »
    Top Answer:The most valuable feature of Oracle GoldenGate is its cost-effectiveness compared to other solutions like Oracle Data Guard, especially for Oracle-to-non-Oracle replication scenarios.
    Top Answer:It's a middleware. The price depends on the customers and the number of licenses they buy.
    Top Answer:In the future, I would appreciate a more user-friendly monitoring interface for easier management and troubleshooting. I believe enhancing the monitoring tools would make GoldenGate even more… more »
    Ranking
    1st
    out of 94 in Data Integration
    Views
    26,364
    Comparisons
    20,689
    Reviews
    40
    Average Words per Review
    495
    Rating
    8.0
    6th
    out of 94 in Data Integration
    Views
    10,534
    Comparisons
    7,733
    Reviews
    25
    Average Words per Review
    377
    Rating
    8.2
    Comparisons
    Also Known As
    GoldenGate
    Learn More
    Overview

    Azure Data Factory efficiently manages and integrates data from various sources, enabling seamless movement and transformation across platforms. Its valuable features include seamless integration with Azure services, handling large data volumes, flexible transformation, user-friendly interface, extensive connectors, and scalability. Users have experienced improved team performance, workflow simplification, enhanced collaboration, streamlined processes, and boosted productivity.

    Oracle GoldenGate is a real-time data integration and database replication solution. It can detect data events and route them across networks at very low latencies and integrates well with 100s of combinations of non-Oracle databases, data stores, and clouds.

    Oracle GoldenGate Features

    Oracle GoldenGate has many valuable key features, including:

    • Simple to use web interface
    • Fast and easy installation or provisioning
    • Command line access via AdminClient that can run anywhere
    • RESTful APIs for DevOps
    • Offers built-in monitoring but also can be easily adapted to roll your own monitoring
    • APIs are protected by Cross Site Request Forgery (CSRF) authentication.

    Oracle GoldenGate Benefits

    Some of the benefits of using Oracle GoldenGate include:

    • Oracle GoldenGate is deeply integrated with the Oracle Database (logging, redo, backup and recovery layer, security, administration, data guard, data vault, autonomous database etc.).

    • It is the most stable, performant, and reliable CDC / replication solution for Oracle.

    • High performance: Oracle GoldenGate is capable of sub-second latency for data movement. featuring low impact capture, routing, transformation, and delivery of transactional data.

    • GoldenGate is the only CDC / replication tool that keeps pace with new and emerging innovations (security, features, data types, etc) in the core Oracle Database.

    • The solution supports a wide range of use cases, from conventional OLTP data replication and high availability to data lake ingestion or multi-cloud ingestion, SaaS application replication, and messaging replication.
    • GoldenGate is the only CDC / replication technology certified for Exadata, Exadata Cloud Service, and Exadata Cloud at Customer.

    • For fault-tolerance, GoldenGate has its own mechanism to keep track of how much work is completed and how much is pending. This mechanism is independent of any database and ensures, with the help of automatic gap-resolution, that no data loss occurs.

    • GoldenGate uses its own proprietary format files for keeping the committed data coming from the source database, making it independently functional irrespective of the database in use.

    • To maintain the performance and consistency, only committed data is sent. Uncommitted data is captured by GoldenGate, but is discarded after receiving a Rollback.

    • With GoldenGate, data sending is in “near real time,” which reduces the possibility of latency.

    Reviews from Real Users

    Below are some reviews and helpful feedback written by Oracle GoldenGate users.

    PeerSpot user Steve-J., Cloud Migration Software Consultant - UK & EMEA at 1PLACE, says, "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."

    Pinak S., Senior Manager of System and Database at ESL, mentions, “We like how in GoldenGate the heterogeneous database is supported. Sometimes the client actually needs a schedule and needs to ensure the state of databases for reporting purposes. With that in mind, we have been able to configure GoldenGate for certain schema. The solution is quite stable. They've recently improved the ease of implementation.”

    A Database Administrator at a manufacturing company explains, "It moves the data as you set it up, and it works. I am also very impressed with its stability and scalability. It is not super feature-rich, but the new releases have more functionality. It recently had more native integrations with Oracle Database. If you are using it against an Oracle database, it has a lot more functionality."

    An Oracle ERP DBA Consultant - Oracle Super Cluster T5-8 Admin at a government comments, "GoldenGate can connect and collect data from multiple sources, such as SQL Server."






    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
    Top Industries
    REVIEWERS
    Computer Software Company35%
    Insurance Company12%
    Manufacturing Company8%
    Financial Services Firm8%
    VISITORS READING REVIEWS
    Computer Software Company13%
    Financial Services Firm13%
    Manufacturing Company8%
    Healthcare Company7%
    REVIEWERS
    Financial Services Firm19%
    Computer Software Company19%
    Healthcare Company12%
    Comms Service Provider8%
    VISITORS READING REVIEWS
    Financial Services Firm22%
    Computer Software Company13%
    Manufacturing Company8%
    Government7%
    Company Size
    REVIEWERS
    Small Business28%
    Midsize Enterprise19%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise13%
    Large Enterprise70%
    REVIEWERS
    Small Business42%
    Midsize Enterprise8%
    Large Enterprise50%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise11%
    Large Enterprise73%
    Buyer's Guide
    Azure Data Factory vs. Oracle GoldenGate
    March 2024
    Find out what your peers are saying about Azure Data Factory vs. Oracle GoldenGate and other solutions. Updated: March 2024.
    765,234 professionals have used our research since 2012.

    Azure Data Factory is ranked 1st in Data Integration with 79 reviews while Oracle GoldenGate is ranked 6th in Data Integration with 47 reviews. Azure Data Factory is rated 8.0, while Oracle GoldenGate is rated 8.2. The top reviewer of Azure Data Factory writes "The data factory agent is quite good but pricing needs to be more transparent". On the other hand, the top reviewer of Oracle GoldenGate writes "Performs real-time replication without data loss, but we cannot do much automation". Azure Data Factory is most compared with Informatica PowerCenter, Alteryx Designer, Informatica Cloud Data Integration, Snowflake and SSIS, whereas Oracle GoldenGate is most compared with AWS Database Migration Service, Qlik Replicate, Quest SharePlex, Oracle Data Integrator (ODI) and Oracle Integration Cloud Service. See our Azure Data Factory vs. Oracle GoldenGate report.

    See our list of best Data Integration vendors.

    We monitor all Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.