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Ab Initio Co>Operating System vs Oracle GoldenGate comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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
32nd
Average Rating
8.8
Reviews Sentiment
6.8
Number of Reviews
5
Ranking in other categories
Workload Automation (20th)
Oracle GoldenGate
Ranking in Data Integration
22nd
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
52
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Data Integration category, the mindshare of Ab Initio Co>Operating System is 1.1%, down from 1.5% compared to the previous year. The mindshare of Oracle GoldenGate is 1.6%, down from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Oracle GoldenGate1.6%
Ab Initio Co>Operating System1.1%
Other97.3%
Data Integration
 

Featured Reviews

reviewer2777331 - PeerSpot reviewer
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.
EmmanuelCatalano - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."
"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."
"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"The product's microservice architecture is scalable."
"GoldenGate is a nice product."
"GoldenGate can connect and collect data from multiple sources, such as SQL Server."
"We use the tool to pull on-prem data."
"Oracle GoldenGate helps to select and target specific tables for replication. Any changes or operations on those tables are immediately reflected in the source and target environments."
"The real-time replication feature of the product is particularly beneficial."
"When we are replicating data between similar databases then it is straightforward."
"My advice to others is Oracle GoldenGate is one of the best solutions."
 

Cons

"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"Ab Initio Co>Operating System is a very expensive product."
"Ab Initio Co>Operating System is a costly technology."
"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."
"Co>Operating System would be improved with more integrations for less well-known technologies."
"The main problem of Oracle GoldenGate is that sometimes, the processes get abended. Data consistency is also challenging."
"I find the user interface to be difficult for non-technical people."
"The solution, in general, should be easier to use, with less need to perform workarounds within the system."
"Microservices Architecture is not user-friendly."
"If we have a lot of problems during the replication or if we experience poor performance during the replication, the business team waiting for a result in Singapore or New York cannot work, and all reporting is stopped because the replication is taking more time or because the process is abandoned, affecting our cost savings and business efficiency."
"While we like the CDC feature, it has some limitations in terms of what we can do and how to configure what we need to do."
"In the future, I would appreciate a more user-friendly monitoring interface for easier management and troubleshooting."
"Lacks the ability to become a full-scale ETL tool."
 

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"The tool is a bit expensive."
"Oracle GoldenGate is a high-priced solution because it follows the core-based pricing model versus the software-based pricing model of other solutions."
"Licensing for Oracle GoldenGate is paid yearly."
"We do like the price of this solution."
"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."
"The licensing model should be improved to be more cost-effective for the end users."
"The solution is highly-priced."
"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."
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Comparison Review

it_user99375 - PeerSpot reviewer
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…
 

Top Industries

By visitors reading reviews
Financial Services Firm
26%
Comms Service Provider
10%
Construction Company
10%
Healthcare Company
6%
Financial Services Firm
18%
Manufacturing Company
8%
Construction Company
6%
Outsourcing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise5
Large Enterprise30
 

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...
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 cust...
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?
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 s...
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 d...
 

Also Known As

Co>Operating System
GoldenGate
 

Overview

 

Sample Customers

A multinational transportation company
Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom
Find out what your peers are saying about Ab Initio Co>Operating System vs. Oracle GoldenGate and other solutions. Updated: October 2026.
921,665 professionals have used our research since 2012.