Oracle GoldenGate vs Pentaho Data Integration and Analytics comparison

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Executive Summary

We performed a comparison between Oracle GoldenGate and Pentaho Data Integration and Analytics 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. Pentaho Data Integration and Analytics Report (Updated: March 2024).
768,415 professionals have used our research since 2012.
Q&A Highlights
Question: Which ETL tool would you recommend to populate data from OLTP to OLAP?
Answer: We have experiences only in Pentaho Data Integrator (open source competitor of the Oracle Data Integrator). But OLAP exporting wasn't in our scope until now.
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 initial setup is straightforward. It doesn't take too much time or effort to implement the solution.""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.""They've recently improved the ease of implementation.""The CDC feature is interesting.""It works best with Oracle.""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.""With Oracle GoldenGate, you can easily sync the tables and put them into the ODS database.""It scales well. You can either have it working in with the databases, or you can move it outside. It's got the ability to parallelize up, so you can certainly extract and replay the data from your databases in parallel. So it does have horizontal scalability. That is probably one of its stronger features, the ability just to automatically parallelize the replay and playing of data to allow to scale to large volumes."

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"I can use Python, which is open-source, and I can run other scripts, including Linux scripts. It's user-friendly for running any object-based language. That's a very important feature because we live in a world of open-source.""Provides a good open source option.""One of the most valuable features is the ability to create many API integrations. I'm always working with advertising agents and using Facebook and Instagram to do campaigns. We use Pentaho to get the results from these campaigns and to create dashboards to analyze the results.""Pentaho Data Integration is quite simple to learn, and there is a lot of information available online.""The solution has a free to use community version.""Lumada has allowed us to interact with our employees more effectively and compensate them properly. One of the cool things is that we use it to generate commissions for our salespeople and bonuses for our warehouse people. It allows us to get information out to them in a timely fashion. We can also see where they're at and how they're doing.""I can create faster instructions than writing with SQL or code. Also, I am able to do some background control of the data process with this tool. Therefore, I use it as an ELT tool. I have a station area where I can work with all the information that I have in my production databases, then I can work with the data that I created.""I absolutely love Hitachi. I'm one of the forefront supporters of Hitachi for my firm. It's so easy to integrate within our environments. In terms of being able to quickly build ETL jobs, transform, and then automate them, it's really easy to integrate throughout for data analytics."

More Pentaho Data Integration and Analytics Pros →

Cons
"It would be better for Oracle Golden Gate Studio GUI to include other licensed products (i.e. Veridata or others).""The problem with GoldenGate is it is very complex to use. You need heavyweight skills to use it.""GoldenGate is expensive. It's costly because this solution is unique in our market. The GoldenGate Cloud Service is cheaper than the on-premise solution.""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.""The solution, in general, should be easier to use, with less need to perform workarounds within the system.""Some issues regarding stability need to be resolved.""The main problem of Oracle GoldenGate is that sometimes, the processes get abended. Data consistency is also challenging.""Regarding improvements, the focus should be on addressing data quality issues and minimizing delays, particularly in Oracle databases. The technical support should be improved as well. Additionally, in terms of features, it would be great if the solution could support APIs. The support is not friendly. They don’t respond on time."

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"A big problem after deploying something that we do in Lumada is with Git. You get a binary file to do a code review. So, if you need to do a review, you have to take pictures of the screen to show each step. That is the biggest bug if you are using Git.""Lumada could have more native connectors with other vendors, such as Google BigQuery, Microsoft OneDrive, Jira systems, and Facebook or Instagram. We would like to gather data from modern platforms using Lumada, which is a better approach. As a comparison, if you open Power BI to retrieve data, then you can get data from many vendors with cloud-native connectors, such as Azure, AWS, Google BigQuery, and Athena Redshift. Lumada should have more native connectors to help us and facilitate our job in gathering information from these new modern infrastructures and tools.""I would like to see support for some additional cloud sources. It doesn't support Azure, for example. I was trying to do a PoC with Azure the other day but it seems they don't support it.""As far as I remember, not all connectors worked very well. They can add more connectors and more drivers to the process to integrate with more flows.""​There is not a data quality or MDM solution in the Pentaho DI suite.​""I have been facing some difficulties when working with large datasets. It seems that when there is a large amount of data, I experience memory errors.""Although it is a low-code solution with a graphical interface, often the error messages that you get are of the type that a developer would be happy with. You get a big stack of red text and Java errors displayed on the screen, and less technical people can get intimidated by that. It can be a bit intimidating to get a wall of red error messages displayed. Other graphical tools that are focused at the power user level provide a much more user-friendly experience in dealing with your exceptions and guiding the user into where they've made the mistake.""The testing and quality could really improve. Every time that there is a major release, we are very nervous about what is going to get broken. We have had a lot of experience with that, as even the latest one was broken. Some basic things get broken. That doesn't look good for Hitachi at all. If there is one place I would advise them to spend some money and do some effort, it is with the quality. It is not that hard to start putting in some unit tests so basic things don't get broken when they do a new release. That just looks horrible, especially for an organization like Hitachi."

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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 →

  • "There is a good open source option (Community Edition)​."
  • "The price of the regular version is not reasonable and it should be lower."
  • "Sometimes we provide the licenses or the customer can procure their own licenses. Previously, we had an enterprise license. Currently, we are on a community license as this is adequate for our needs."
  • "It does seem a bit expensive compared to the serverless product offering. Tools, such as Server Integration Services, are "almost" free with a database engine. It is comparable to products like Alteryx, which is also very expensive."
  • "I think Lumada's price is fair compared to some of the others, like BusinessObjects, which is was the other thing that I used at my previous job. BusinessObject's price was more reasonable before SAP acquired it. They jacked the price up significantly. Oracle's OBIEE tool was also prohibitively expensive."
  • "When we first started with it, it was much cheaper. It has gone up drastically, especially since Hitachi bought out Pentaho."
  • "The cost of these types of solutions are expensive. So, we really appreciate what we get for our money. Though, we don't think of the solution as a top-of-the-line solution or anything like that."
  • "The pricing has been pretty good. I'm used to using everything open-source or freeware-based. I understand that organizations need to make sure that the solutions are secure, and that's basically where I hit a roadblock in my current organization. They needed to ensure that we had a license and we had a secure way of accessing it so that no outside parties could get access to our data, but in terms of pricing, considering how much other teams are spending on cloud solutions or even their existing solutions, its price point is pretty good. At this time, there are no additional costs. We just have the licensing fees."
  • More Pentaho Data Integration and Analytics Pricing and Cost Advice →

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    Comparison Review
    Anonymous User
    Answers from the Community
    RajneeshShukla
    AThiré - PeerSpot reviewerAThiré
    User

    There are two products I know about
    * TimeXtender : Microsoft based, Transformation logic is quiet good and can easily be extended with T-SQL , Has a semantic layer that generates metat data for cubes . price approx 40K$, works with tables
    . Attunity (Bought by Qlik) : technology agnostic , nice web interface , expensive > 100K€. Works with transaction logs

    There are many other pure ETL tools
    * ERWIN has a nice one ,

    Phil Wilkins - PeerSpot reviewerPhil Wilkins (Capgemini)
    Consultant

    Depends upon the technologies being used. If you're using Oracle for both OLTP and OLAP then you'll get a lot of value from an Oracle solution.


    The other question is how up to date do you want your OLAP DB to be? Goldengate is a good answer if you're looking to minimize latency, but it can be expensive. ODI is less expensive but better suited to bulkier data sets.  If an Oracle product wasn't the option I'd probably consider something like Informatica.

    Karoly Krokovay - PeerSpot reviewerKaroly Krokovay
    Real User

    Hi Rajneesh,
    yes here is the feature comparison between the community and enterprise edition : www.hitachivantara.com

    And a short description of the community edition: www.predictiveanalyticstoday.com

    And the download link: community.hitachivantara.com

    You can ask more from the great community: forums.pentaho.com

    Regards
    Károly

    Stefan Schäfer - PeerSpot reviewerStefan Schäfer
    User

    We usually use Talend.
    Look here: community.talend.com

    GaryM - PeerSpot reviewerGaryM
    Real User

    As someone mentioned, if you're purely Oracle shop and staying that way then there's value with prioritizing Oracle tools.  However, let me contrast that with this caveat...


    Consider expectations for tool and vendor longevity. Oracle has a long history of retiring and/or replacing tools leaving customers in the cold with prior versions/tools (I've been burned multiple times by Oracle product retirements or replacements including OWB, Oracle Designer2k, Oracle Express, Oracle OEDW, their purchase of Sagent ETL which as later abandoned).


    But I would also consider these questions and relative prioritization:  


    What is your organization's plans for moving to other database technologies?  


    Where is your org going with on-prem versus cloud solutions?  How important are PaaS versus IaaS solutions?  


    Where is your current staff's expertise?  


    Prioritize mature over immature tools. 


    How many sources do you have?  What are their technologies and does the integration tool support them?


    Is it just moving data from a single ERP such as Oracle EBS to Olap? When you say Olap what do you mean by that?  Are you talking Oracle Olap product or something else?  That makes a really big difference of course - if your ETL tool doesn't support your source(s) and target(s) then it shouldn't be considered.


    Given the industry's trajectory, I myself would highly prioritize PaaS solutions over others.

    Yeap Jiun Aing - PeerSpot reviewerYeap Jiun Aing
    Real User

    What is the OLAP that you are using? Hosted in Cloud or on-premise? 


    The target DB should have its tool to extract data.

    Efe Dagistanli - PeerSpot reviewerEfe Dagistanli
    User

    Pentaho is a really nice tool if opensource is the only option. 


    Please think about issues such as upgrade and disaster in the future. These operations are very easy in Pentaho.


    I can only suggest one thing for replication and that is Qlik. (ex-Attunity).

    RajneeshShukla - PeerSpot reviewerRajneeshShukla
    Real User

    Hi Karoly, Thanks for your input. community: forums.pentaho.com is not allowing new registrations for new users. I guess they accept queries from customers only and not from any one. Do you know any other forum, community, SMEs contacts who can help on queries?

    Questions from the Community
    Top Answer:The product is reliable for data integrity.
    Top Answer:It's a middleware. The price depends on the customers and the number of licenses they buy.
    Top Answer:Microservices Architecture is not user-friendly. It would have been great if the product would have stayed with the classic architecture and expanded into Microservices. However, it has completely… more »
    Top Answer:Hi Rajneesh yes here is the feature comparison between the community and enterprise edition :… more »
    Top Answer: In my opinion, the reporting side of this tool needs serious improvements. In my previous company, we worked with Hitachi Lumada Data Integration and while it does a good job for what it’s worth, it… more »
    Top Answer:My company has used this product to transform data from databases, CSV files, and flat files. It really does a good job. We were most satisfied with the results in terms of how many people could use… more »
    Ranking
    6th
    out of 100 in Data Integration
    Views
    10,338
    Comparisons
    7,458
    Reviews
    26
    Average Words per Review
    382
    Rating
    8.2
    16th
    out of 100 in Data Integration
    Views
    3,346
    Comparisons
    1,127
    Reviews
    15
    Average Words per Review
    1,193
    Rating
    7.7
    Comparisons
    Also Known As
    GoldenGate
    Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration
    Learn More
    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."






    Pentaho Data Integration stands as a versatile platform designed to cater to the data integration and analytics needs of organizations, regardless of their size. This powerful solution is the go-to choice for businesses seeking to seamlessly integrate data from diverse sources, including databases, files, and applications. Pentaho Data Integration facilitates the essential tasks of cleaning and transforming data, ensuring it's primed for meaningful analysis. With a wide array of tools for data mining, machine learning, and statistical analysis, Pentaho Data Integration empowers organizations to glean valuable insights from their data. What sets Pentaho Data Integration apart is its maturity and a vibrant community of users and developers, making it a reliable and cost-effective option. Pentaho Data Integration offers a range of features, including a comprehensive ETL toolkit, data cleaning and transformation capabilities, robust data analysis tools, and seamless deployment options for data integration and analytics solutions, making it a go-to solution for organizations seeking to harness the power of their data.

    Sample Customers
    Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom
    66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute
    Top Industries
    REVIEWERS
    Financial Services Firm19%
    Computer Software Company19%
    Healthcare Company12%
    Insurance Company8%
    VISITORS READING REVIEWS
    Financial Services Firm22%
    Computer Software Company13%
    Manufacturing Company8%
    Government7%
    REVIEWERS
    Healthcare Company19%
    Financial Services Firm19%
    Comms Service Provider11%
    Manufacturing Company11%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Computer Software Company14%
    Comms Service Provider12%
    Government7%
    Company Size
    REVIEWERS
    Small Business42%
    Midsize Enterprise8%
    Large Enterprise50%
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise11%
    Large Enterprise73%
    REVIEWERS
    Small Business27%
    Midsize Enterprise31%
    Large Enterprise42%
    VISITORS READING REVIEWS
    Small Business21%
    Midsize Enterprise11%
    Large Enterprise68%
    Buyer's Guide
    Oracle GoldenGate vs. Pentaho Data Integration and Analytics
    March 2024
    Find out what your peers are saying about Oracle GoldenGate vs. Pentaho Data Integration and Analytics and other solutions. Updated: March 2024.
    768,415 professionals have used our research since 2012.

    Oracle GoldenGate is ranked 6th in Data Integration with 47 reviews while Pentaho Data Integration and Analytics is ranked 16th in Data Integration with 48 reviews. Oracle GoldenGate is rated 8.2, while Pentaho Data Integration and Analytics is rated 8.0. 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 Pentaho Data Integration and Analytics writes "It's flexible and can do almost anything I want it to do". Oracle GoldenGate is most compared with AWS Database Migration Service, Qlik Replicate, Quest SharePlex, Azure Data Factory and Oracle Data Integrator (ODI), whereas Pentaho Data Integration and Analytics is most compared with Azure Data Factory, SSIS, Talend Open Studio, Oracle Data Integrator (ODI) and Informatica PowerCenter. See our Oracle GoldenGate vs. Pentaho Data Integration and Analytics 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.