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Oracle GoldenGate Cloud Service vs Pentaho Data Integration and Analytics comparison

 

Comparison Buyer's Guide

Executive Summary

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 Cloud Ser...
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
Cloud Data Integration (20th)
Pentaho Data Integration an...
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
60
Ranking in other categories
Data Integration (8th)
 

Featured Reviews

Tarek Diab - PeerSpot reviewer
Advisor Business Analysis & Data Management at Saudi Telecom Company
Real-time integration and seamless data synchronization enhance user experience
The stability of Oracle GoldenGate Cloud Service is one of its most useful features, although its performance is not too steady. It excels with bidirectional data synchronization. It supports diverse databases and platforms. We link the ODS with numerous source systems, including Oracle, Tarek Data, and Microsoft, with no integration issues. The solution caters to enterprise needs, fitting any organizational requirement, apart from data security issues common to cloud solutions. The cloud data security challenge is notable, necessitating solutions such as private cloud offerings to allay security concerns.
Michelle Lawson - PeerSpot reviewer
Principal Software Engineer at a tech vendor with 10,001+ employees
Streamlines complex data workflows and has supported automated customer payment notifications
I haven't used Pentaho Data Integration and Analytics in a couple of years, so I don't know how it can be improved. I was pretty pleased with it and was self-taught on it, working a lot with their team at various times, but they were surprised that I was able to learn it all by myself. The documentation is not bad, and documentation is the main thing that any product can do to make themselves better because the easier it is to find examples of what you're trying to do improves the learning curve. I think it took me the longest to learn how to do the asynchronous processing and have things wait for other things to finish processing before continuing on in the workflow. I choose 8 out of 10 because the one reason that it's been rejected at T-Mobile is that everything has to go through a provisioning process and has to get approved, meaning the actual code base has to be investigated by T-Mobile before they'll allow us to use tools of that nature. For whatever reason, we just haven't been able to get that approval; I don't know if it's on Pentaho Data Integration and Analytics' side or if it's on our side. The more you can make it easier for companies to feel comfortable that your product is secure, robustly tested and bug-free, and free of any other kind of negative hacks, the more quickly it will get accepted.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"This has significantly eased the process of migration from on-premise to cloud, as instead of configuring everything from the ground up, the Oracle GoldenGate Cloud Service has made it seamless to build and render databases in cloud."
"It provides a good response for external microservices applications."
"Oracle GoldenGate Cloud Service is valued for its ability to replicate data in real-time, offering significant benefits from a data perspective."
"GoldenGate is a good solution to implement in terms of scalability and flexibility."
"Scalability-wise, I rate the solution a ten out of ten."
"The stability of Oracle GoldenGate Cloud Service is one of its most useful features, although its performance is not too steady; it excels with bidirectional data synchronization and supports diverse databases and platforms."
"GoldenGate's best features are the desktop security features."
"We are heavily involved with GitHub for managing repositories, automatic deployments, and inner source projects."
"It is a lightweight ETL tool that's easy to get started on and connects seamlessly to most commonly used data sources."
"It's very simple compared to other products out there."
"It makes it pretty simple to do some fairly complicated things. Both I and some of our other BI developers have made stabs at using, for example, SQL Server Integration Services, and we found them a little bit frustrating compared to Data Integration. So, its ease of use is right up there."
"Running itself with the ETL was very fast; it makes it so that it is very easy to transform the information we have, and we found that very useful."
"Sometimes, it took a whole team about two weeks to get all the data to prepare and present it, and after the optimization of the data, it took about one to two hours to do the whole process."
"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."
"Before we used Pentaho, our processes were in Microsoft Excel and the updates from databases had to be done manually, but now all our routines are done automatically and we have more time to do other jobs, saving us four or five hours daily."
"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."
 

Cons

"More technical documentation is needed, especially in terms of mapping and conversion of data, while integration would also be very helpful."
"Pricing is rather expensive. Oracle typically prices on the higher side, and there is scope for them to reconsider the price, especially since it is a cloud service."
"Oracle GoldenGate Cloud Service lacks AI. If AI gets introduced in Oracle GoldenGate Cloud Service, it would be much easier to do analysis."
"More technical documentation is needed, especially in terms of mapping and conversion of data, while integration would also be very helpful."
"I am not very happy with Oracle Support. Over the past four to five years, I have experienced many problems when opening support requests."
"The initial setup was a little complex, and we required support from Oracle to complete it."
"With Oracle GoldenGate Cloud Service, we have usual cloud solution issues such as privacy and data security."
"Over the past four to five years, I have experienced many problems when opening support requests."
"Its basic functionality doesn't need a whole lot of change. There could be some improvement in the consistency of the behavior of different transformation steps. The software did start as open-source and a lot of the fundamental, everyday transformation steps that you use when building ETL jobs were developed by different people. It is not a seamless paradigm. A table input step has a different way of thinking than a data merge step."
"When dealing with substantial data volumes from cloud systems, performance can become an issue; even using the Enterprise Edition, the time required for executing particular pipeline tasks is notably high compared to other ETL tools such as ADF, DataBricks, or SSIS."
"I would like to see improvements made for real-time data processing."
"While Pentaho Data Integration is very friendly, it is not very useful when there isn't a lot of data to handle."
"If you're working with a larger data set, I'm not so sure it would be the best solution; the larger things got the slower it was and it was kind of buggy sometimes."
"I would like to see more improvements with AS400 DB2. I journalled the tables/instance and the data migration is too slow if I compare it with other databases."
"The support from Hitachi is not the greatest, the fixing of bugs can take a really long time."
"In the Community edition, it would be nice to have more modules that allow you to code directly within the application. It could have R or Python completely integrated into it, but this could also be because I'm using an older version."
 

Pricing and Cost Advice

"I rate the product price a six on a scale of one to ten, where one is cheap, and ten is expensive."
"If a company is looking for an ETL solution and wants to integrate it with their tech stack but doesn't want to spend a bunch of money, Pentaho is a good solution"
"We are using the Community Edition. We have been trying to use and sell the Enterprise version, but that hasn't been possible due to the budget required for it."
"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."
"The solution reduced our ETL development time by a lot because a whole project used to take about a month to get done previously. After having Lumada, it took just a week. For a big company in Brazil, it saves a team at least $10,000 a month."
"I use it because it is free. I download from their page for free. I don't have to pay for a license. With other tools, I have to pay for the licenses. That is why I use Pentaho."
"When we first started with it, it was much cheaper. It has gone up drastically, especially since Hitachi bought out Pentaho."
"You need to go through the paid version to have Hitachi Lumada specialized support. However, if you are using the free version, then you will have only the community support. You will depend on the releases from Hitachi to solve some problem or questions that you have, such as bug fixes. You will need to wait for the newest versions or releases to solve these types of problems."
"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."
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Top Industries

By visitors reading reviews
Construction Company
11%
Manufacturing Company
10%
Performing Arts
8%
Financial Services Firm
8%
Financial Services Firm
11%
Educational Organization
9%
Government
8%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise4
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise17
Large Enterprise31
 

Questions from the Community

What is your experience regarding pricing and costs for Oracle GoldenGate Cloud Service?
I do not have an idea about the solution's cost, but given the ongoing use, it appears to be good for them.
What needs improvement with Oracle GoldenGate Cloud Service?
With Oracle GoldenGate Cloud Service, we have usual cloud solution issues such as privacy and data security. These issues especially concern clients needing a private cloud solution to meet regulat...
What is your primary use case for Oracle GoldenGate Cloud Service?
We are using Oracle GoldenGate Cloud Service for real-time data integration, as our audience is real-time. Oracle GoldenGate Cloud Service is used for ODS operating data store in SSD. For the ODS, ...
Which ETL tool would you recommend to populate data from OLTP to OLAP?
Hi Rajneesh, yes here is the feature comparison between the community and enterprise edition : https://www.hitachivantara.com/en-us/pdf/brochure/leverage-open-source-benefits-with-assurance-of-hita...
What do you think can be improved with Hitachi Lumada Data Integrations?
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, ...
What do you use Hitachi Lumada Data Integrations for most frequently?
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 us...
 

Also Known As

No data available
Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration
 

Overview

 

Sample Customers

FORTH, Capital One
66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute
Find out what your peers are saying about Oracle GoldenGate Cloud Service vs. Pentaho Data Integration and Analytics and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.