Oracle GoldenGate vs StreamSets comparison

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Executive Summary

We performed a comparison between Oracle GoldenGate and StreamSets 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 Oracle GoldenGate vs. StreamSets 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
"The solution's existing SaaS platform for data integration gives us an edge.""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 product's microservice architecture is scalable.""You can use Oracle GoldenGate as a DR for your system.""It allows us to migrate from one system to another, from one server to another, with no downtime, no outage. We can get the data synchronized with multiple databases and then switch the connectivity across to the new servers.""I am impressed with the tool's possibility of integrating different systems in a unified place.""GoldenGate can connect and collect data from multiple sources, such as SQL Server.""This solution provides us with real-time replication and it does not affect the performance of other operations, which is very important to us."

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"The most valuable would be the GUI platform that I saw. I first saw it at a special session that StreamSets provided towards the end of the summer. I saw the way you set it up and how you have different processes going on with your data. The design experience seemed to be pretty straightforward to me in terms of how you drag and drop these nodes and connect them with arrows.""It is really easy to set up and the interface is easy to use.""StreamSets data drift feature gives us an alert upfront so we know that the data can be ingested. Whatever the schema or data type changes, it lands automatically into the data lake without any intervention from us, but then that information is crucial to fix for downstream pipelines, which process the data into models, like Tableau and Power BI models. This is actually very useful for us. We are already seeing benefits. Our pipelines used to break when there were data drift changes, then we needed to spend about a week fixing it. Right now, we are saving one to two weeks. Though, it depends on the complexity of the pipeline, we are definitely seeing a lot of time being saved.""The UI is user-friendly, it doesn't require any technical know-how and we can navigate to social media or use it more easily.""It's very easy to integrate. It integrates with Snowflake, AWS, Google Cloud, and Azure. It's very helpful for DevOps, DataOps, and data engineering because it provides a comprehensive solution, and it's not complicated.""The most valuable feature is the pipelines because they enable us to pull in and push out data from different sources and to manipulate and clean things up within them.""The Ease of configuration for pipes is amazing. It has a lot of connectors. Mainly, we can do everything with the data in the pipe. I really like the graphical interface too""Also, the intuitive canvas for designing all the streams in the pipeline, along with the simplicity of the entire product are very big pluses for me. The software is very simple and straightforward. That is something that is needed right now."

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Cons
"The solution costs a lot.""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.""We struggle with memory. It's limited. However, it may be because of our unique business case and how we use it that it's limiting for us.""I find the user interface to be difficult for non-technical people.""It would be better for Oracle Golden Gate Studio GUI to include other licensed products (i.e. Veridata or others).""I would like to see the interface more graphical and easier to use.""Lacks the ability to become a full-scale ETL tool.""Oracle GoldenGate can enhance its functionality by enabling the merging of multiple migrations into one."

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"Sometimes, when we have large amounts of data that is very efficiently stored in Hadoop or Kafka, it is not very efficient to run it through StreamSets, due to the lack of efficiency or the resources that StreamSets is using.""The logging mechanism could be improved. If I am working on a pipeline, then create a job out of it and it is running, it will generate constant logs. So, the logging mechanism could be simplified. Now, it is a bit difficult to understand and filter the logs. It takes some time.""We've seen a couple of cases where it appears to have a memory leak or a similar problem.""Using ETL pipelines is a bit complicated and requires some technical aid.""I would like to see it integrate with other kinds of platforms, other than Java. We're going to have a lot of applications using .NET and other languages or frameworks. StreamSets is very helpful for the old Java platform but it's hard to integrate with the other platforms and frameworks.""StreamSet works great for batch processing but we are looking for something that is more real-time. We need latency in numbers below milliseconds.""I would like to see further improvement in the UI. In addition, upgrades are not automatic and they should be automated. Currently, we have to manually upgrade versions.""If you use JDBC Lookup, for example, it generally takes a long time to process data."

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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 →

  • "We are running the community version right now, which can be used free of charge."
  • "StreamSets Data Collector is open source. One can utilize the StreamSets Data Collector, but the Control Hub is the main repository where all the jobs are present. Everything happens in Control Hub."
  • "It has a CPU core-based licensing, which works for us and is quite good."
  • "There are different versions of the product. One is the corporate license version, and the other one is the open-source or free version. I have been using the corporate license version, but they have recently launched a new open-source version so that anybody can create an account and use it. The licensing cost varies from customer to customer. I don't have a lot of input on that. It is taken care of by PMO, and they seem fine with its pricing model. It is being used enterprise-wide. They seem to have got a good deal for StreamSets."
  • "The pricing is good, but not the best. They have some customized plans you can opt for."
  • "We use the free version. It's great for a public, free release. Our stance is that the paid support model is too expensive to get into. They should honestly reevaluate that."
  • "The overall cost for small and mid-size organizations needs to be better."
  • "There are two editions, Professional and Enterprise, and there is a free trial. We're using the Professional edition and it is competitively priced."
  • More StreamSets Pricing and Cost Advice →

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    Comparison Review
    Anonymous User
    Questions from the Community
    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 »
    Top Answer:I really appreciate the numerous ready connectors available on both the source and target sides, the support for various media file formats, and the ease of configuring and managing pipelines… more »
    Top Answer:StreamSets should provide a mechanism to be able to perform data quality assessment when the data is being moved from one source to the target. So the ability to validate the data against various data… more »
    Top Answer:We are using StreamSets to migrate our on-premise data to the cloud.
    Ranking
    6th
    out of 94 in Data Integration
    Views
    10,534
    Comparisons
    7,733
    Reviews
    25
    Average Words per Review
    377
    Rating
    8.2
    8th
    out of 94 in Data Integration
    Views
    4,165
    Comparisons
    2,368
    Reviews
    21
    Average Words per Review
    1,337
    Rating
    8.4
    Comparisons
    Also Known As
    GoldenGate
    Learn More
    StreamSets
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    Overview

    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."






    StreamSets is a data integration platform that enables organizations to efficiently move and process data across various systems. It offers a user-friendly interface for designing, deploying, and managing data pipelines, allowing users to easily connect to various data sources and destinations. StreamSets also provides real-time monitoring and alerting capabilities, ensuring that data is flowing smoothly and any issues are quickly addressed.

    Sample Customers
    Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom
    Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge
    Top Industries
    REVIEWERS
    Financial Services Firm19%
    Computer Software Company19%
    Healthcare Company12%
    Comms Service Provider8%
    VISITORS READING REVIEWS
    Financial Services Firm22%
    Computer Software Company13%
    Manufacturing Company8%
    Government7%
    REVIEWERS
    Financial Services Firm21%
    Energy/Utilities Company21%
    Comms Service Provider14%
    Computer Software Company14%
    VISITORS READING REVIEWS
    Financial Services Firm17%
    Computer Software Company13%
    Manufacturing Company8%
    Government7%
    Company Size
    REVIEWERS
    Small Business42%
    Midsize Enterprise8%
    Large Enterprise50%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise11%
    Large Enterprise73%
    REVIEWERS
    Small Business42%
    Midsize Enterprise13%
    Large Enterprise46%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise11%
    Large Enterprise73%
    Buyer's Guide
    Oracle GoldenGate vs. StreamSets
    March 2024
    Find out what your peers are saying about Oracle GoldenGate vs. StreamSets and other solutions. Updated: March 2024.
    765,234 professionals have used our research since 2012.

    Oracle GoldenGate is ranked 6th in Data Integration with 47 reviews while StreamSets is ranked 8th in Data Integration with 23 reviews. Oracle GoldenGate is rated 8.2, while StreamSets is rated 8.4. The top reviewer of Oracle GoldenGate writes "Performs real-time replication without data loss, but we cannot do much automation". On the other hand, the top reviewer of StreamSets writes "We no longer need to hire highly skilled data engineers to create and monitor data pipelines". Oracle GoldenGate is most compared with AWS Database Migration Service, Qlik Replicate, Quest SharePlex and Azure Data Factory, whereas StreamSets is most compared with Fivetran, Azure Data Factory, Informatica PowerCenter, SSIS and Talend Open Studio. See our Oracle GoldenGate vs. StreamSets 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.