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IBM InfoSphere Optim Data Privacy vs Perforce Delphix comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 22, 2026

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...
Ranking in Data Masking
7th
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
Perforce Delphix
Ranking in Data Masking
1st
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
34
Ranking in other categories
Test Data Management (1st), Copy Data Management (1st)
 

Mindshare comparison

As of June 2026, in the Data Masking category, the mindshare of IBM InfoSphere Optim Data Privacy is 3.4%, up from 3.2% compared to the previous year. The mindshare of Perforce Delphix is 10.1%, down from 19.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Masking Mindshare Distribution
ProductMindshare (%)
Perforce Delphix10.1%
IBM InfoSphere Optim Data Privacy3.4%
Other86.5%
Data Masking
 

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.
PK
Release Train Engineer at a tech vendor with 1-10 employees
Automated data masking and provisioning has improved compliance and accelerated secure testing workflows across cloud environments
Some of the best features of Perforce Delphix include its automation of sensitive data discovery and masking with referential integrity for Aurora and RDS, as well as support for diverse data sources including Oracle, SQL, SQL Server, MySQL, and PostgreSQL. Additionally, its GUI workflows simplify the creation and scheduling of masking jobs and enhance data governance in cloud hybrid and on-premises environments. Perforce Delphix can deliver up to 25 terabytes of data in just minutes, making it approximately 100 times faster for development and testing needs. Perforce Delphix has positively impacted my organization by saving us 70 to 80% of the time, which has enabled us to complete data sprints earlier, and it has also helped reduce costs. The time to complete one story point has decreased from 10 hours to around 4 or 5 hours, leading to substantial cost savings. Furthermore, it's effective in managing scaled agile enterprise data management, as we orchestrate and govern masking jobs across multiple teams and agile release trains to ensure data privacy standards are maintained.

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."
"The best features Perforce Delphix offers are quick and easy production-like database management, as refreshing databases is easy and efficient and has positively impacted my organization by saving considerable time."
"Our primary use case is cloning databases, and we can complete this process in minutes."
"If the price is good for your budget, don’t miss it, it makes your life easier than before."
"Data being available anytime is a life changer."
"By introducing its technology in Poland, we have given several clients an amazing virtualization tool, data masking and containing time machine."
"Delphix interfaces are simple to use and very user friendly."
"Without a doubt, the most valuable feature of Delphix is VDB provisioning, which has the ability to provision virtual databases and provide us with a huge reduction in storage requirements, enabling us to provision databases on demand at a fraction of the storage requirement that we would have needed without it."
"Delphix's pricing is affordable."
 

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."
"The solution's price needs improvement."
"I believe the data generation part should be included in Perforce Delphix, as it would be helpful for other organizations as well."
"Faster data masking."
"It would be good if any CI/CD and DevOps-aligned feature could be triggered through the DevOps pipeline."
"They should improve their support system for the API."
"As a commercial model, it's very good. However, maybe it would be nice for Delphix to integrate with some other platforms."
"Delphix isn't very scalable."
"Delphix is a strong solution for virtualization, but it's not strong enough for creating data, so we have to use another solution for creating new data."
 

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."
"The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine."
"The product is a little bit expensive."
"It is an expensive solution."
"I would say the price is a little high but affordable for our needs."
"The solution's pricing was reasonable and lower than one million."
"I rate the product price seven to eight on a scale of one to ten, where one is the low price, and ten is the high price."
"Delphix's pricing is affordable."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
26%
Manufacturing Company
9%
Insurance Company
7%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise2
Large Enterprise26
 

Questions from the Community

Ask a question
Earn 20 points
What is your experience regarding pricing and costs for Delphix?
My experience with pricing, setup cost, and licensing is that pricing was generally good. However, we implemented incrementally, and setup costs were significant over seven to eight years. We ultim...
What needs improvement with Delphix?
Perforce Delphix can be optimized. There are things that I can improve in terms of speed or new features, but what Perforce Delphix has today meets my company's needs very well and meets the requir...
What is your primary use case for Delphix?
My day-to-day work involves using Perforce Delphix, where I virtualize many databases with the application. This greatly reduces the amount of time I spend on activities such as restoring databases...
 

Also Known As

IBM Optim Data Privacy, Optim Data Privacy
No data available
 

Overview

 

Sample Customers

Rabobank
Alberta Blue Cross, Fastweb, SABMiller, California Insurance Guarantee Association (CIGA), Molina Healthcare, AT&T, Nike, Facebook, eBay, Comcast, IBM, HP, Intel, Avaya, BNP Paribas, P&B, Toyota, Walmart, Best Western, Directv, JPMorganChase, Verizon, Bank of the West, Fannie Mae
Find out what your peers are saying about Perforce, Informatica, Broadcom and others in Data Masking. Updated: May 2026.
900,644 professionals have used our research since 2012.