IBM Cloud Pak for Data vs Oracle GoldenGate comparison

IBM and Oracle are both solutions in the Data Integration category. IBM is ranked #16 with an average rating of 8.2, while Oracle is ranked #8 with an average rating of 8.2. IBM holds a 1.8% mindshare in DI, compared to Oracle’s 3.6% mindshare. Additionally, 86% of IBM users are willing to recommend the solution, compared to 96% of Oracle users who would recommend it.

IBM Cloud Pak for Data

Read 13 IBM Cloud Pak for Data reviews

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1,932 Comparison Views

86% willing to recommend

Oracle GoldenGate

Read 50 Oracle GoldenGate reviews

5,896 Views
4,228 Comparison Views

96% willing to recommend

IBM Cloud Pak for Data

Oracle GoldenGate

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Executive SummaryUpdated on Dec 19, 2024

Oracle GoldenGate and IBM Cloud Pak for Data are competitors in the data management and replication market. Oracle GoldenGate appears to have the upper hand in real-time data replication effectiveness, while IBM Cloud Pak for Data provides strong features in data virtualization and AI capabilities.

Features: Oracle GoldenGate provides seamless real-time data replication with robust change data capture, supporting a variety of heterogeneous databases. It is praised for its stability and scalability in various environments. On the other hand, IBM Cloud Pak for Data excels in data virtualization and offers comprehensive reporting features. It leverages Watson Studio and Machine Learning for advanced data processing and is designed for multi-cloud containerization.

Room for Improvement: Oracle GoldenGate faces setup challenges, including high supplemental logging storage needs and complex DDL replication, making it costly and demanding skilled users. Oracle’s support and documentation should be improved. IBM Cloud Pak for Data could simplify initial infrastructure requirements and increase connector support, with enhancements needed in AI lifecycle management and UI responsiveness for better user experience.

Ease of Deployment and Customer Service: Oracle GoldenGate supports diverse environments, including hybrid clouds, though it encounters complexity in support interactions. IBM Cloud Pak for Data excels in public and hybrid cloud deployment with effective direct support, mainly experiencing challenges with support escalation processes in Oracle's technical support.

Pricing and ROI: Oracle GoldenGate's pricing is perceived as high due to core-based licensing but offers a strong ROI when effectively used. IBM Cloud Pak for Data is costly for smaller organizations but remains competitive compared to technologies like Informatica, making it appealing to larger enterprises.

To learn more, read our detailed IBM Cloud Pak for Data vs. Oracle GoldenGate Report (Updated: April 2025).

Buyer's Guide

IBM Cloud Pak for Data vs. Oracle GoldenGate

April 2025

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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

IBM Cloud Pak for Data

Ranking in Data Integration

16th

Average Rating

7.8

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Data Virtualization (3rd)

Oracle GoldenGate

Ranking in Data Integration

8th

Average Rating

8.2

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2025, in the Data Integration category, the mindshare of IBM Cloud Pak for Data is 1.8%, up from 1.7% compared to the previous year. The mindshare of Oracle GoldenGate is 3.6%, down from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration

Featured Reviews

Michelle Leslie

Data asset management engineer at a tech services company with 1-10 employees

Starts strong with data management capabilities but needs a demo database

What I would love to see is an end-to-end, almost a training demo database of some sort, where one of the biggest problems with data management is demonstrated. There are so many components to data management, and more often than not, people understand one thing really well. They may understand DataStage and how to move data around, but they do not see the impact of moving data incorrectly. They also do not see the impact of everyone understanding a piece of data in the same way. I would love Cloud Pak to come with a demo database that illustrates the different components of data management in a logical way, so I can see the whole picture instead of just the area I'm specializing in. It would be great if Cloud Pak, from a data modeling point of view, allowed us to import our PDMs, for example. It would be ideal to import and create business terms in Cloud Pak. The PEA would be great to create the technical data. The association between the business and the technical metadata could then be automated by pulling it through from your ACE models. The data modeling component is available in Cloud Pak. Additionally, when it comes to Cloud Pak, even though it has the NextGen DataStage built into it, there is Cloud Pak for data integration as well. Currently, I do not think we have a full enough understanding of how CP4D and CP4I can enhance each other.

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ShahidNadeem

DBA at Virgin Media

Handles migrations well and has reduced our downtime

For small databases that are less than a terabyte, GoldenGate handles the migration well. You don't need much input so long as the processes don't upend. As soon as there's a problem, then, obviously, you need to diagnose it. It all depends on the scenario, on the size of the databases, whether you're doing schema replication, or table replication. We normally do the whole database, taking everything across. Finally, because this is an Oracle product, there is support available 24/7.

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

"It is a scalable solution, and we have had no issues with its scalability in our company. I rate the solution's scalability a nine out of ten."

"Cloud Pak is a very, very, very good system."

"What I found most helpful in IBM Cloud Pak for Data is containerization, which means it's easy to shift and leave in terms of moving to other clouds. That's an advantage of IBM Cloud Pak for Data."

"Scalability-wise, I rate the solution a nine or ten out of ten."

"One of Cloud Pak's best features is the Watson Knowledge Catalog, which helps you implement data governance."

"The most valuable feature of IBM Cloud Pak for Data is the Modeler flows. The ability to develop models using a graphical approach and the capability to connect to various sources, as well as the data virtualization capabilities, allow me to easily access and utilize data that is dispersed across different sources."

"Cloud Pak's most valuable features are IBM MQ, IBM App Connect, IBM API Connect, and ISPF."

"DataStage allows me to connect to different data sources."

More IBM Cloud Pak for Data pros

"Since the world is going towards open source, the solution's heterogeneous data migration feature is very useful."

"I am impressed with the tool's possibility of integrating different systems in a unified place."

"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."

"What I like most about Oracle GoldenGate is that it supports cross-platform migrations. For example, Oracle GoldenGate could pump data from one type of system to another such as the data from Oracle DB to SQL Db2."

"GoldenGate enables us to merge and transform data from various sources in real time. It's a powerful tool that can read and load most data sources."

"The CDC feature is interesting."

"It's very simple to configure, it's very simple to implement. In addition, the ability it has to capture data and transmit it with incredible speed is better than any of the product out there. It's extremely powerful."

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

More Oracle GoldenGate pros

Cons

"The setup cost is very expensive. The cost depends on the pieces of the solution I'm using, how much data I have, and whether it's on the cloud or on-prem."

"The solution's catalog searching or map search needs to be improved."

"The solution's user experience is an area that has room for improvement."

"The interface could improve because sometimes it becomes slow. Sometimes there is a delay between clicks when using the software, which can make the development process slow. It can take a few seconds to complete one action, and then a few more seconds to do the next one."

"What I would love to see is an end-to-end, almost a training demo database of some sort, where one of the biggest problems with data management is demonstrated."

"Cloud Pak would be improved with integration with cloud service providers like Cloudera."

"One challenge I'm facing with IBM Cloud Pak for Data is native features have been decommissioned, such as XML input and output. Too many changes have been made, and my company has around one hundred thousand mappings, so my team has been putting more effort into alternative ways to do things. Another area for improvement in IBM Cloud Pak for Data is that it's more complicated to shift from on-premise to the cloud. Other vendors provide secure agents that easily connect with your existing setup. Still, with IBM Cloud Pak for Data, you have to perform connection migration steps, upgrade to the latest version, etc., which makes it more complicated, especially as my company has XML-based mappings. Still, the XML input and output capabilities of IBM Cloud Pak for Data have been discontinued, so I'd like IBM to bring that back."

"The product must improve its performance."

More IBM Cloud Pak for Data cons

"In some cases, expectations were not met, especially when specific tables were expected to be disabled, and changes were anticipated in the target environment. We had to take backups from the source and refresh the address to address this."

"Additional performance metrics should be added and visible in a dashboard, displayed in a detailed manner."

"The solution costs a lot."

"In the future, I would appreciate a more user-friendly monitoring interface for easier management and troubleshooting."

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

"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."

"I find the user interface to be difficult for non-technical people."

"There is room for improvement in Oracle GoldenGate's pricing, which is a bit high."

More Oracle GoldenGate cons

Pricing and Cost Advice

"The solution's pricing is competitive with that of other vendors."

"The solution is expensive."

"For the licensing of the solution, there is a yearly payment that needs to be made. Also, since it is expensive, cost-wise, I rate the solution an eight or nine out of ten."

"It's quite expensive."

"Cloud Pak's cost is a little high."

"I think that this product is too expensive for smaller companies."

"I don't have the exact licensing cost for IBM Cloud Pak for Data, as my company is still finalizing requirements, including monthly, yearly, and three-year licensing fees. Still, on a scale of one to five, I'd rate it a three because, compared to other vendors, it's more complicated."

"IBM Cloud Pak for Data is expensive. If we include the training time and the machine learning, it's expensive. The cost of the execution is more reasonable."

"We do like the price of this solution."

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

"Oracle GoldenGate is a high-priced solution because it follows the core-based pricing model versus the software-based pricing model of other solutions."

"The solution is highly-priced."

"Oracle GoldenGate's license can be expensive compared to other solutions like Qlik Replicate or SAP Replicate."

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

"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."

"Oracle GoldenGate's cost is high."

More Oracle GoldenGate pricing and cost advice

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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

Top Industries

By visitors reading reviews

Financial Services Firm

27%

Computer Software Company

11%

Manufacturing Company

10%

Government

Financial Services Firm

22%

Computer Software Company

12%

Manufacturing Company

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about IBM Cloud Pak for Data?

DataStage allows me to connect to different data sources.

See all answers

What is your experience regarding pricing and costs for IBM Cloud Pak for Data?

The setup cost is very expensive. The cost depends on the pieces of the solution I'm using, how much data I have, and whether it's on the cloud or on-prem.

See all answers

What needs improvement with IBM Cloud Pak for Data?

See all answers

What do you like most about Oracle GoldenGate?

The product is reliable for data integrity.

See all answers

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

The pricing of Oracle GoldenGate is quite high. However, its cost-effectiveness stems from its unique features that are not commonly available in other products. Still, it is not cheap, and I would...

See all answers

What needs improvement with Oracle GoldenGate?

There is room for improvement in Oracle GoldenGate's pricing, which is a bit high. Additionally, the configuration process could be made simpler. Although it serves well, these aspects could be imp...

See all answers

Comparisons

IBM InfoSphere DataStage vs IBM Cloud Pak for Data

Compared 41% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs IBM Cloud Pak for Data

Compared 16% of the time

Azure Data Factory vs IBM Cloud Pak for Data

Compared 11% of the time

Denodo vs IBM Cloud Pak for Data

Compared 11% of the time

Palantir Foundry vs IBM Cloud Pak for Data

Compared 8% of the time

More IBM Cloud Pak for Data Competitors

AWS Database Migration Service vs Oracle GoldenGate

Compared 14% of the time

Qlik Replicate vs Oracle GoldenGate

Compared 13% of the time

Fivetran vs Oracle GoldenGate

Compared 9% of the time

Quest SharePlex vs Oracle GoldenGate

Compared 8% of the time

Azure Data Factory vs Oracle GoldenGate

Compared 5% of the time

More Oracle GoldenGate Competitors

Product Reports

Buyer's Guide

IBM Cloud Pak for Data

April 2025

Download IBM Cloud Pak for Data product report

Buyer's Guide

Oracle GoldenGate

April 2025

Download Oracle GoldenGate product report

Also Known As

Cloud Pak for Data

GoldenGate

Overview

IBM Cloud Pak® for Data is a fully-integrated data and AI platform that modernizes how businesses collect, organize and analyze data to infuse AI throughout their organizations. Cloud-native by design, the platform unifies market-leading services spanning the entire analytics lifecycle. From data management, DataOps, governance, business analytics and automated AI, IBM Cloud Pak for Data helps eliminate the need for costly, and often competing, point solutions while providing the information architecture you need to implement AI successfully.

Building on the streamlined hybrid-cloud foundation of Red Hat® OpenShift®, IBM Cloud Pak for Data takes advantage of the underlying resource and infrastructure optimization and management. The solution fully supports multicloud environments such as Amazon Web Services (AWS), Azure, Google Cloud, IBM Cloud™ and private cloud deployments. Find out how IBM Cloud Pak for Data can lower your total cost of ownership and accelerate innovation.

IBM

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."

Oracle

Sample Customers

Qatar Development Bank, GuideWell, Skanderborg Music Festival

Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom

Buyer's Guide

IBM Cloud Pak for Data vs. Oracle GoldenGate

April 2025

Free Report: IBM Cloud Pak for Data vs. Oracle GoldenGate

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