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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 (21st)
Pentaho Data Integration an...
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
60
Ranking in other categories
Data Integration (7th)
 

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

"GoldenGate can aggregate various data types from different sources."
"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."
"We are heavily involved with GitHub for managing repositories, automatic deployments, and inner source projects."
"This has significantly eased the process of migration from on-premise to cloud. Instead of configuring everything from the ground up, the Oracle GoldenGate Cloud Service has made it seamless to build and render databases in cloud."
"Scalability-wise, I rate the solution a ten out of ten."
"Oracle Database generally guarantees a good response for customer use cases."
"Anyone thinking about an ETL product, if they want high productivity on data cleaning and data movement, Pentaho Data Integration, in my opinion, is the best tool."
"You can get ETL, reporting, analysis, and analytics in a single shop."
"Flexible deployment, in any environment, is very important to us. That is the key reason why we ended up with these tools. Because we have a very highly secure environment, we must be able to install it in multiple environments on multiple different servers. The fact that we could use the same tool in all our environments, on-prem and in the cloud, was very important to us."
"It has made a world of difference."
"The way it has improved our product is by giving our users the ability to do ad hoc reports, which is very important to our users."
"The tool is excellent, and almost everyone can use it."
"When we get a question from our CEO that needs a response and that requires a little bit of legwork of pulling in from various market data, our own in-house repositories, and everything else, it allows me to arrive at the solutions much faster than having to do it through scripting in Python, coding, or anything else."
"It is a lightweight ETL tool that's easy to get started on and connects seamlessly to most commonly used data sources."
 

Cons

"Over the past four to five years, I have experienced many problems when opening support requests."
"More technical documentation is needed, especially in terms of mapping and conversion of data, while integration would also be very helpful."
"Oracle GoldenGate Cloud Service lacks AI. If AI gets introduced in Oracle GoldenGate Cloud Service, it would be much easier to do analysis."
"With Oracle GoldenGate Cloud Service, we have usual cloud solution issues such as privacy and data security."
"Support could be improved. They lack knowledge."
"The initial setup was a little complex, and we required support from Oracle to complete it."
"I am not very happy with Oracle Support. Over the past four to five years, I have experienced many problems when opening support requests."
"Oracle is always adding new features. I can't think of anything that's urgent currently."
"I could not connect to our Hadoop environment in an easy and flexible way, and it was important to scale our data warehouse."
"I would like to see more improvements with AS400 DB2."
"Lumada could have more native connectors with other vendors, such as Google BigQuery, Microsoft OneDrive, Jira systems, and Facebook or Instagram."
"I'm still in the very recent stage concerning Pentaho Data Integration, but it can't really handle what I describe as "extreme data processing" i.e. when there is a huge amount of data to process. That is one area where Pentaho is still lacking."
"I experience difficulties when handling millions of rows, as the data movement from one source to another becomes challenging."
"In terms of the flexibility to deploy in any environment, such as on-premise or in the cloud, we can do the cloud deployment only through virtual machines. We might also be able to work on different environments through Docker or Kubernetes, but we don't have an Azure app or an AWS app for easy deployment to the cloud. We can only do it through virtual machines, which is a problem, but we can manage it. We also work with Databricks because it works with Spark. We can work with clustered servers, and we can easily do the deployment in the cloud. With a right-click, we can deploy Databricks through the app on AWS or Azure cloud."
"I work with different databases. I would like to work with more connectors to new databases, e.g., DynamoDB and MariaDB, and new cloud solutions, e.g., AWS, Azure, and GCP."
"In terms of our decision to purchase Hitachi's product services or solutions, our satisfaction level is average or on balance."
 

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."
"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."
"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."
"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"
"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."
"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 primarily work on the Community Version, which is available to use free of charge."
"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."
"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."
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Top Industries

By visitors reading reviews
Construction Company
12%
Manufacturing Company
11%
Financial Services Firm
7%
Performing Arts
7%
Financial Services Firm
15%
Educational Organization
8%
Government
7%
Manufacturing Company
6%
 

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: April 2026.
894,738 professionals have used our research since 2012.