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IBM InfoSphere Optim Data Privacy vs IBM Security Guardium Data Protection comparison

 

Comparison Buyer's Guide

Executive Summary

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 InfoSphere Optim Data P...
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
Data Masking (7th)
IBM Security Guardium Data ...
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
80
Ranking in other categories
Database Security (1st)
 

Mindshare comparison

While both are Database Development and Management Tools solutions, they serve different purposes. IBM InfoSphere Optim Data Privacy is designed for Data Masking and holds a mindshare of 3.5%, up 3.1% compared to last year.
IBM Security Guardium Data Protection, on the other hand, focuses on Database Security, holds 26.4% mindshare, down 32.4% since last year.
Data Masking Mindshare Distribution
ProductMindshare (%)
IBM InfoSphere Optim Data Privacy3.5%
Perforce Delphix10.3%
Broadcom Test Data Manager7.3%
Other78.9%
Data Masking
Database Security Mindshare Distribution
ProductMindshare (%)
IBM Security Guardium Data Protection26.4%
Imperva Data Security Fabric24.8%
Oracle Audit Vault10.1%
Other38.699999999999996%
Database Security
 

Featured Reviews

HansMiseur - PeerSpot reviewer
Director at Suadasoft Info Cura
A stable and flexible product that improves development time
The product is very stable and flexible. The product masks data throughout the entire structure. It helps us to work in a differential integrity environment. We conducted testing directly on our production environment in the past, but that’s no longer the case. We can now work with actual data in a production-like setting without production data. The shift to non-production data for testing and development has significantly improved our workflow. Developers can now work with fewer errors when deploying to production. The delivery of new software became faster, and errors significantly decreased. Working with actual data during the development phase allowed us to catch and address issues early rather than encountering them later during acceptance or production.
Marylennis Franco - PeerSpot reviewer
Jefe De Continuidad Operacional at a insurance company with 501-1,000 employees
Has improved data visibility and streamlined compliance reporting across multiple database platforms
The best feature is how many databases we can protect with one solution because it has compatibility with different databases, including Oracle, SQL, and DB2. The data activity monitoring feature is very good because we can check the PDS and have the information for that. We can schedule the reporting and receive it by email, which provides very important information for different areas of the company. We don't need to have a seat and a case or access to the portal, we just receive the report. The user-friendly interface is very good.

Quotes from Members

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

Pros

"The product is very stable and flexible. The product masks data throughout the entire structure. It helps us to work in a differential integrity environment. We conducted testing directly on our production environment in the past, but that’s no longer the case. We can now work with actual data in a production-like setting without production data. The shift to non-production data for testing and development has significantly improved our workflow."
"It can help with PCI compliance. It includes features like data masking, especially during queries, which supports compliance efforts."
"The scalability and stability are excellent."
"For us, the most valuable features are the auditing capabilities and the Guardium inspection engine."
"The tech support is very knowledgeable."
"IBM Guardium Data Protection has better integration options than most of the leading competitors on the market, and the price is always better."
"Ability to define reports based on SQL query, especially when you have complex report criteria."
"Compliance Quick Start – Quick, GUI, step-by-step guide to automate compliance and give the customer a quick ROI."
"Its ability to find data; once I find data, I can leverage it to perform specific select statements against PII data and do smarter controls rather than monitoring the entire database."
 

Cons

"We have encountered challenges with different intgrity structures. In my experience, I’ve encountered challenges with implementing business cases. While the product remains stable, translating its use cases can be more complex. This involves both technical and functional considerations."
"More predictive, using Watson AI would be good."
"Right now, we're in the development phase for IBM Guardium Data Protection, so I don't have any recommendations about additional features and room for improvement in the solution. We're very excited to work on IBM Guardium Data Protection because we are new to the solution, and we're still exploring product features. We're very excited about integrations and use case creation, and it's only after six to eight months that I'll be able to share my recommendations in terms of additional features the solution should have. We did find some difficulty in deploying IBM Guardium Data Protection here in Pakistan because of the lack of resources."
"I have already mentioned to IBM that a primary need is to improve the number of records in the reports above 65,535."
"Right now we're having some issues where it's using a high CPU, we don't know why. So, better testing before the product is ready would help."
"IBM Guardium Data Protection is a mature product. There is a lot of encryption that is not owned by IBM and is done by a third party and is not an integral part of the solution."
"The most important requirements for us are integration with new database solutions and the ability to manage things like Jailbreak or something like that. Its reduction feature can also be improved. It has a functionality called reduction, which is like masking data, but it is just a replacement of characters. Sometimes the customer needs more than this. It would be good if it was more advanced or complete. We also have a problem with this solution because the IBM aggregator isn't working very well. IBM has created big data intelligence for Guardium, and occasionally, customers need three or four months of data, but they can't run it from the collectors. It can have a better dashboard and more pre-defined use cases for those customers who don't have any idea about data protection or don't have expert personnel in this area. For example, they can include five use cases for banks and five use cases for retail."
"Sometimes the connectors to the databases need to be manually updated and we have to configure them again, which is something that should be improved."
"I'd like to see a smoother GUI interface for the CAS agent - CAS does configurations on the database - to interface better with the vulnerability assessments."
 

Pricing and Cost Advice

"IBM InfoSphere Optim Data Privacy's pricing is not expensive. It was less than what we expected. The licensing model for IBM Optim involves a one-time purchase followed by an annual subscription fee. This fee covers ongoing support and access to new versions. However, there are no options for extended or additional support."
"IBM Guardium Data Protection charges you based on the number of users, e.g. based on the number of licenses, and it's either on a per-license or a per-data basis."
"My company purchased IBM Guardium Data Protection in a package, so I'm unable to give its exact licensing cost, but for the package of three IBM solutions, it wasn't very expensive. I'd rate the pricing for all three solutions three out of five. When my team deployed IBM Guardium Data Protection, all features were included."
"For IBM Guardium, licensing is very simple and straightforward. There are no issues I can speak of."
"Guardium's pricing is quite high, but it gives good value for money for all sizes of enterprises, especially for partners."
"One of the deployments that I know of had three databases, and the yearly fees are approximately $50,000 USD."
"Its cost is good. With the new metric of licensing, such as PDO not being available now, customers are expecting a good price for the solution."
"​If you are researching this type of solution, work with IBM."
"The cost depends on the number of databases. You can purchase advanced licenses, but the standard license is calculated based on the number of databases you have to onboard."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
23%
Manufacturing Company
7%
Computer Software Company
6%
Insurance Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise17
Large Enterprise44
 

Questions from the Community

Ask a question
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How does IBM Guardium Data Protection compare with Imperva SecureSphere Database Security?
IBM Security Guardium Data Protection is a solution for database security from IBM that gives complete visibility, control, and analysis to secure sensitive data and comply with regulations. IBM S...
What is your experience regarding pricing and costs for IBM Guardium Data Protection?
I don't remember the exact prices, but Guardium is an expensive tool because it is targeted towards corporate enterprises.
What do you like most about IBM Security Guardium Data Protection?
The features I like are the robust policies, which allow us to create customized monitoring based on specific activities.
 

Also Known As

IBM Optim Data Privacy, Optim Data Privacy
InfoSphere Guardium, Guardium, IBM Guardium
 

Overview

 

Sample Customers

Rabobank
Information Not Available
Find out what your peers are saying about Perforce, Informatica, Broadcom and others in Data Masking. Updated: April 2026.
894,807 professionals have used our research since 2012.