Ab Initio Co&gt;Operating System vs Oracle GoldenGate comparison

Ab Initio Co>Operating System vs. Oracle GoldenGate

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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

Ab Initio Co>Operating System

Ranking in Data Integration

30th

Average Rating

8.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Workload Automation (18th)

Oracle GoldenGate

Ranking in Data Integration

20th

Average Rating

8.2

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of July 2026, in the Data Integration category, the mindshare of Ab Initio Co>Operating System is 1.1%, down from 1.6% compared to the previous year. The mindshare of Oracle GoldenGate is 1.5%, down from 3.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Mindshare Distribution
Product	Mindshare (%)
Oracle GoldenGate	1.5%
Ab Initio Co>Operating System	1.1%
Other	97.4%

Data Integration

Featured Reviews

reviewer2777331

Data Analyst at a tech services company with 11-50 employees

Metadata-driven lineage has transformed our data governance and delivers flexible integration

While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict with each other. If I'm using two separate import feeds for running my codes and they contain the same code inside, they experience conflicts, which creates difficulties. I believe this should not occur because it requires me to clear the work queue to run my import feed. I don't believe there are any missing features in Ab Initio Co>Operating System so far, but I would appreciate a better search feature. The global search is excellent, but a more in-depth search feature that allows me to search within the feeds or assets would be beneficial.

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EmmanuelCatalano

DBA at a tech services company with 5,001-10,000 employees

Real-time data streaming has simplified transformations and kept enterprise databases synchronized

Oracle GoldenGate is good, but I would like to improve it. There is a need for whoever installs and configures Oracle GoldenGate to set the correct parameters for the use cases we need to use. In some cases, we had performance problems related to the streaming because there was a lot of information to stream concurrently. However, you can tune Oracle GoldenGate to use more RAM on the source side or more processes. I think that sometimes what is missing is knowledge about the tool from the person responsible for configuration. At this moment, Oracle GoldenGate is a very good tool, and I do not know in which area we can improve it. Perhaps the debug part of the tool could be improved. In some cases, I use the utility for how Oracle GoldenGate generates messages about the statements that it streams because of bugs, and in some cases, it is not very user-friendly. It may be possible to improve the API or the path related to debugging, but not the tool itself. The tool itself is good. I remember that in some configurations, we had problems with the streaming of DDL, which are changes to Oracle object structures such as tables and procedures. A new feature could be to perform streaming for operational objects such as procedures, functions, packages, or grants. This would synchronize source and target for these aspects, not only for data or the main types of structures, but also for others. I remember that there was some configuration in which you performed the streaming of the entire schema, or if you performed streaming for only tables, then you were unable to stream grants and other Oracle objects. I think it is important to introduce that capability.

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Quotes from Members

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

Pros

"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."

"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."

"Co>Operating System's most valuable feature is its ability to process bulk data effectively."

"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."

"Ab Initio Co>Operating System support is the best I have encountered."

"When we are replicating data between similar databases then it is straightforward."

"This solution is priced well, is fast, and doesn't have any impact on our production database."

"This solution is stable and we aren't facing any issues."

"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."

"We are using it for getting data back."

"You can use Oracle GoldenGate as a DR for your system."

"The live application feature is most valuable. The solution is stable. I rate it a seven out of ten."

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

More Oracle GoldenGate pros

Cons

"Ab Initio Co>Operating System is a costly technology."

"Co>Operating System would be improved with more integrations for less well-known technologies."

"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."

"Ab Initio Co>Operating System is a very expensive product."

"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."

"You cannot put everything in Golden Gate for the license and large models."

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

"Troubleshooting issues is not always the easiest. It should be easier to troubleshoot. Their support can also be improved. They don't read your problem statement and waste a lot of time. GoldenGate for big data is actually a separate license. It is sort of a separate product, but it might fall underneath your GoldenGate category. If we're talking about big data, its interaction with big data sources is poorly documented."

"The tool's connections are disconnected at times. The tool needs to integrate other databases."

"Oracle support is very frustrating in terms of how they pass tickets back and forth and don't read your problem statement."

"Microservices Architecture is not user-friendly."

"The technical support in Egypt is not responsive."

"It's stable but you have to know how to maintain it. That's why it's not 10 out of 10 for me. There are some bugs, there are some issues here and there. All of a sudden your process is not working and you have to figure out why, and sometimes it's not so clear."

More Oracle GoldenGate cons

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."

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

"The price of this solution is good."

"The licensing model should be improved to be more cost-effective for the end users."

"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 tool is a bit expensive."

"The price is high. Consequently, when clients or customers acquire the solution, they tend to utilize it to its maximum extent due to this factor."

"Its price can be better. It is a bit crazy, and its licensing is very difficult to understand. I would rate it one out of five in terms of pricing. There don't seem to be any additional costs."

"It is an expensive product."

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

26%

Construction Company

10%

Comms Service Provider

Healthcare Company

Financial Services Firm

18%

Manufacturing Company

Construction Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	22
Midsize Enterprise	5
Large Enterprise	30

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?

While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict wi...

What is your primary use case for Ab Initio Co>Operating System?

The flexibility of data type and source integration for my IT ecosystem is excellent because Ab Initio Co>Operating System uses metadata, so it doesn't actually access the data; it takes the dat...

What advice do you have for others considering Ab Initio Co>Operating System?

I have not been involved in the security access of the platform's data security features, but I know that Ab Initio Co>Operating System is very careful because it doesn't access any customer dat...

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

The pricing of Oracle GoldenGate depends on the discount we receive from Oracle. If the customer orders a larger quantity, we get a more flexible price. The list price is high, and the price can so...

What needs improvement with Oracle GoldenGate?

What is your primary use case for Oracle GoldenGate?

I'm working with other Oracle products and Oracle GoldenGate on-premises. I can share my experience with Oracle GoldenGate on-premises. I have used it for several years to stream data between datab...

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Product Reports

Data Integration

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Oracle GoldenGate

Download Oracle GoldenGate product report

Also Known As

Co>Operating System

GoldenGate

Overview

Ab Initio Co>Operating System offers powerful data processing capabilities, catering to big data needs with robustness and flexibility. Its architecture is designed for high performance, efficient data management, and advanced analytics, making it suitable for tech-savvy industries.

Ab Initio Co>Operating System provides an integrated platform that simplifies data processing tasks, from data validation to complex data transformations. It's engineered to handle large data volumes with efficiency, featuring an intuitive design and consistent performance. This makes it indispensable for industries requiring seamless integration and processing power, supported by tools for debugging, metadata management, and data profiling.

What are the key features of Ab Initio Co>Operating System?

Graphical Development Environment: Provides a user-friendly interface for designing data transformations.
Parallel Processing: Enables efficient handling of large datasets by leveraging parallelism.
Data Quality Management: Offers comprehensive tools for ensuring data accuracy and consistency.
Metadata Management: Facilitates easy access and management of data lineage and metadata.

What benefits and ROI should users consider?

Scalability: Easily adapts to increasing data and processing demands, minimizing additional costs.
Time Efficiency: Reduces development and processing time, enhancing productivity.
Cost Savings: Lowers operational expenses through efficient resource use.
Data Accuracy: Ensures reliable data quality, critical for decision-making processes.

In industries like telecommunications and finance, Ab Initio Co>Operating System is implemented to streamline data workflows and provide real-time analytics. Its role in these sectors involves batch processing, complex event processing, and integrating diverse sources, addressing the demands for agility and performance excellence.

Ab Initio

Oracle GoldenGate offers seamless data replication and real-time data transformation, supporting heterogeneous databases with ease. It's appreciated for its stability, scalability, and the capability to handle large data volumes efficiently.

Oracle GoldenGate is known for its effective real-time data integration and minimal downtime, making it suitable for high-volume transactions. While praised for its compatibility across platforms and cost-effectiveness, it faces challenges with cost, licensing, and non-Oracle database integration. Its graphical interface and documentation require enhancements, and technical support could be more responsive. Advanced users seek refined API features and improvements in scalability. Despite these, it remains popular for supporting disaster recovery, data integration, and real-time data exchange.

What are the most important features of Oracle GoldenGate?

Seamless Data Replication: Enables consistent data transfer across different platforms.
Real-Time Data Transformation: Facilitates instant data processing and transformation.
Heterogeneous Database Compatibility: Works with various database systems seamlessly.
High Stability and Scalability: Supports massive data volumes with minimal impact on performance.
Real-Time Synchronization: Ensures data is consistently up-to-date without downtime.

What benefits or ROI should users expect when evaluating Oracle GoldenGate?

Cost-Effectiveness: Offers significant returns for complex data environments.
High Availability: minimizes downtime, ensuring continuous data access.
Ease of Installation and Maintenance: Simplifies setup processes, reducing resource strain.
Integration Capabilities: Smoothly integrates with multiple platforms for unified operations.

Oracle GoldenGate is extensively used within industries such as finance and government for data migration, supporting zero-downtime migrations and cloud shifts. These sectors utilize it for centralizing diverse data sources, aiding analytics, and ensuring high availability through disaster recovery solutions.

Oracle

Sample Customers

A multinational transportation company

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

Ab Initio Co>Operating System vs. Oracle GoldenGate