

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.
We have been able to drive responsible, transparent, and explainable AI workflow to operationalize AI and mitigate risk and regulatory compliance easily.
It is easy to collect, organize, and analyze data no matter where it is, hence being able to make data-driven decisions.
Cloud Pak is a complicated system, and it's often difficult to find the right resource in IBM to help with specific issues.
The customer support for IBM Cloud Pak for Data is great and responsive.
I would rate IBM's support at about a seven or eight out of ten because we have good support coverage owing to our long association with IBM.
The rating for Oracle GoldenGate support is a three.
The support team responds quickly, providing feedback which we then implement.
I have not noticed any downtime or lagging, especially when dealing with large data, so it is relatively very scalable.
IBM Cloud Pak for Data's scalability is very good; it can be used by any size of organization.
It effectively manages larger databases, such as those of 15 terabytes and above.
Oracle GoldenGate is quite stable.
Setting up the hybrid and multi-cloud environments is a long job and it takes time.
IBM Cloud Pak for Data can be improved because processing speeds are sometimes slow.
To improve IBM Cloud Pak for Data, I suggest more out-of-the-box integration.
The configuration process could be made simpler.
For Oracle GoldenGate, customers face challenges with patching, the latest updates, and encountering bugs.
You can tune Oracle GoldenGate to use more RAM on the source side or more processes.
The setup cost is very expensive.
Regarding my experience with pricing, setup cost, and licensing, for a small organization, the price might be relatively high, but for huge enterprises such as ours, the price is relatively affordable.
The list price is high, but the flexibility in pricing is adequate.
The list price is high, and the price can sometimes seem expensive if the appropriate discount is not applied.
The pricing of Oracle GoldenGate is quite high.
From there, I can work my way into a more granular level, applying all of that information on top of my actual data to understand what my data looks like, where it came from, and where it went wrong, managing it throughout the cycle.
The benefits of choosing IBM Cognos, in addition to saving on cost, include having institutional knowledge about maintaining this infrastructure and enough people who have developed on Cognos in the past, which creates comfort in its use.
We have been able to save approximately 80 percent of our time. We are not doing data analysis manually, so this relieves our data department of dealing with data.
The most valuable feature of Oracle GoldenGate is its ability to sync data in real-time, which is crucial for me.
Oracle GoldenGate is beneficial for data replication and ensures secure data transport.
With Oracle GoldenGate, we were able to apply transformations to the data during the streaming between source and target.
| Product | Mindshare (%) |
|---|---|
| Oracle GoldenGate | 1.6% |
| IBM Cloud Pak for Data | 1.3% |
| Other | 97.1% |


| Company Size | Count |
|---|---|
| Small Business | 8 |
| Large Enterprise | 15 |
| Company Size | Count |
|---|---|
| Small Business | 22 |
| Midsize Enterprise | 5 |
| Large Enterprise | 30 |
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.
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:
Oracle GoldenGate Benefits
Some of the benefits of using Oracle GoldenGate include:
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."
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