Oracle GoldenGate vs Pentaho Data Integration and Analytics comparison

Oracle GoldenGate vs. Pentaho Data Integration and Analytics

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Categories and Ranking

Oracle GoldenGate

Ranking in Data Integration

8th

Average Rating

8.2

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Pentaho Data Integration an...

Ranking in Data Integration

30th

Average Rating

8.0

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2024, in the Data Integration category, the mindshare of Oracle GoldenGate is 4.3%, down from 4.7% compared to the previous year. The mindshare of Pentaho Data Integration and Analytics is 1.4%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration

Q&A Highlights

RajneeshShukla

Solution Architect at a tech vendor with 10,001+ employees

Sep 09, 2021

Which ETL tool would you recommend to populate data from OLTP to OLAP?

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.

Performs real-time replication without data loss, but we cannot do much automation

Featured Reviews

Vijay Manoharan

IT Technical Specialist at a healthcare company with 10,001+ employees

The setup with the classic GoldenGate architecture was easy. Oracle has now moved to Microservices Architecture. It is a real pain. There are a lot of new things we have to learn. I rate the ease of setup of the classic architecture a seven out of ten. For Microservices, I rate the ease of setup a three out of ten. The deployment takes a couple of hours. We need one system administrator to deploy the tool. We need to maintain the tool. We are a team of four people. We need at least three people for maintenance. The time taken for maintenance depends on how big the environment is. We spend a lot of time on maintenance because our environment is big.

Read full review

Ryan Ferdon

Senior Data Engineer at Burgiss

Low-code makes development faster than with Python, but there were caching issues

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. It was kind of buggy sometimes. And when we ran the flow, it didn't go from a perceived start to end, node by node. Everything kicked off at once. That meant there were times when it would get ahead of itself and a job would fail. That was not because the job was wrong, but because Pentaho decided to go at everything at once, and something would process before it was supposed to. There were nodes you could add to make sure that, before this node kicks off, all these others have processed, but it was a bit tedious. There were also caching issues, and we had to write code to clear the cache every time we opened the program, because the cache would fill up and it wouldn't run. I don't know how hard that would be for them to fix, or if it was fixed in version 10. Also, the UI is a bit outdated, but I'm more of a fan of function over how something looks. One other thing that would have helped with Pentaho was documentation and support on the internet: how to do things, how to set up. I think there are some sites on how to install it, and Pentaho does have a help repository, but it wasn't always the most useful.

Read full 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."

"Ease of installation, maintenance and powerful outputs and supporting Big Data and Cloud environment as well as OGGCS (Oracle Golden Gate Cloud Service)."

"This solution has a well-known procedure for troubleshooting and tuning the performance, providing for smooth operation."

"They've recently improved the ease of implementation."

"Many of the features of Oracle GoldenGate are valuable. We use Oracle databases and this tool is from Oracle, making it have superior compatibility."

"I like that the product transforms data and provides real-time applications."

"It is quite scalable."

"This is a powerful solution provided by one of the most respected companies in the computer industry."

More Oracle GoldenGate pros

"We're using the PDI and the repository function, and they give us the ability to easily generate reporting and output, and to access data. We also like the ability to schedule."

"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. We can do predictive analysis on trends coming in for contracts, which is what our product does. The product helps users decide which way to go based on the predictive analysis done by Pentaho. Pentaho is not doing predictions, but reporting on the predictions that our product is doing. This is a big part of our product."

"We can schedule job execution in the BA Server, which is the front-end product we're using right now. That scheduling interface is nice."

"The area where Lumada has helped us is in the commercial area. There are many extractions to compose reports about our sales team performance and production steps. Since we are using Lumada to gather data from each industry in each country. We can get data from Argentina, Chile, Brazil, and Colombia at the same time. We can then concentrate and consolidate it in only one place, like our data warehouse. This improves our production performance and need for information about the industry, production data, and commercial data."

"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 a really friendly user interface, which is its main feature. The process of automating or combining SQL code with some databases and doing the automation is great and really convenient."

"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."

"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."

More Pentaho Data Integration and Analytics pros

Cons

"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."

"I would like to see the interface more graphical and easier to use."

"Lacks the ability to become a full-scale ETL tool."

"The solution's licensing price is very expensive and could be made more competitive."

"Oracle GoldenGate's installation is not user-friendly, we had to read a lot of documentation for the setup and configuration."

"Oracle GoldenGate could improve the price."

"The front-end management isn't very good."

"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."

More Oracle GoldenGate cons

"It could be better integrated with programming languages, like Python and R. Right now, if I want to run a Python code on one of my ETLs, it is a bit difficult to do. It would be great if we have some modules where we could code directly in a Python language. We don't really have a way to run Python code natively."

"The performance could be improved. If they could have analytics perform well on large volumes, that would be a big deal for our products."

"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 web interface is rusty, and the biggest problem with Pentaho is debugging and troubleshooting. It isn't easy to build the pipeline incrementally. At least in our case, it's hard to find a way to execute step by step in the debugging mode."

"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."

"Some of the scheduling features about Lumada drive me buggy. The one issue that always drives me up the wall is when Daylight Savings Time changes. It doesn't take that into account elegantly. Every time it changes, I have to do something. It's not a big deal, but it's annoying."

"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."

"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."

More Pentaho Data Integration and Analytics cons

Pricing and Cost Advice

"Pricing is based on anual licensing with additional costs for support packages."

"Licensing for Oracle GoldenGate is paid yearly."

"The solution would be costly for a small organization."

"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 price of Oracle GoldenGate should be lowered. It is expensive compared to other solutions."

"We do like the price of this solution."

"We pay a yearly licensing fee for Oracle GoldenGate, which is very expensive."

"We have purchased corporate licensing to use Oracle GoldenGate."

More Oracle GoldenGate pricing and cost advice

"For most development tasks, the Enterprise edition should be sufficient. It depends on the type of support that you require for your production environment."

"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."

"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."

"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."

"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 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."

"We did a two or three-year deal the last time we did it. As compared to other solutions, at least so far in our experience, it has been very affordable. The licensing is by component. So, you need to make sure you only license the components that you really intend to use. I am not sure if we have relicensed after the Hitachi acquisition, but previously, multi-year renewals resulted in a good discount. I'm not sure if this is still the case. We've had the full suite for a lot of years, and there is just the initial cost. I am not aware of any additional costs."

More Pentaho Data Integration and Analytics pricing and cost advice

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Use our free recommendation engine to learn which Data Integration solutions are best for your needs.

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Comparison Review

it_user99375

Database Administrator at a tech services company with 51-200 employees

Mar 31, 2014

Oracle GoldenGate vs. Oracle Active Dataguard

As an Oracle DBA, while working upon high availability of your database you may stumble upon various Oracle strategic capabilities that fall into categories of Oracle Replication. Oracle provides various technologies for replication like GoldenGate, streams, and Active Dataguard. Replication…

Read full review

Answers from the Community

RajneeshShukla

Solution Architect at a tech vendor with 10,001+ employees

Sep 9, 2021

Which ETL tool would you recommend to populate data from OLTP to OLAP?

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 ...

2 out of 12 answers

Stefan Schäfer

CEO / Owner with 51-200 employees

Apr 6, 2020

We usually use Talend. Look here: https://community.talend.com/t5/Design-and-Development/The-way-from-OLTP-to-OLAP/td-p/116719

Read full answer

RajneeshShukla

Solution Architect at a tech vendor with 10,001+ employees

Apr 7, 2020

Thanks Stefan !!! May I know if Talend is opensource /free ? It is available in all 3 editions - basic , standard end enterprise? it is capable to read data from all heterogeneous system like various types of data bases and files etc..?

Read full answer

See all 12 answers

Top Industries

By visitors reading reviews

Financial Services Firm

22%

Computer Software Company

12%

Manufacturing Company

Government

Financial Services Firm

23%

Computer Software Company

14%

Government

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Oracle GoldenGate?

The product is reliable for data integrity.

What is your experience regarding pricing and costs for Oracle GoldenGate?

The product is expensive. Due to the high cost, we are considering alternative solutions.

What needs improvement with Oracle GoldenGate?

The solution sometimes has issues with long transactions and replication delays. Its pricing needs improvement.

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...

AWS Database Migration Service vs Oracle GoldenGate

Comparisons

Compared 18% of the time

Qlik Replicate vs Oracle GoldenGate

Compared 13% of the time

Quest SharePlex vs Oracle GoldenGate

Compared 7% of the time

Azure Data Factory vs Oracle GoldenGate

Compared 7% of the time

Fivetran vs Oracle GoldenGate

Compared 6% of the time

More Oracle GoldenGate Competitors

Oracle Data Integrator (ODI) vs Pentaho Data Integration and Analytics

Compared 17% of the time

SSIS vs Pentaho Data Integration and Analytics

Compared 16% of the time

Talend Open Studio vs Pentaho Data Integration and Analytics

Compared 11% of the time

Azure Data Factory vs Pentaho Data Integration and Analytics

Compared 10% of the time

IBM InfoSphere DataStage vs Pentaho Data Integration and Analytics

Compared 4% of the time

More Pentaho Data Integration and Analytics Competitors

Product Reports

Oracle GoldenGate

Download Oracle GoldenGate product report

Pentaho Data Integration and Analytics

Download Pentaho Data Integration and Analytics product report

Pentaho Data Integration and Analytics report

Also Known As

GoldenGate

Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration

Learn More

Oracle

Hitachi Vantara

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 Ro Negro, NOAA Information Systems, Swiss Real Estate Institute

Oracle GoldenGate vs. Pentaho Data Integration and Analytics