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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
36
Ranking in other categories
Test Data Management (1st), Copy Data Management (1st)
 

Mindshare comparison

As of July 2026, in the Data Masking category, the mindshare of IBM InfoSphere Optim Data Privacy is 3.4%, up from 3.4% compared to the previous year. The mindshare of Perforce Delphix is 10.0%, down from 18.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Masking Mindshare Distribution
ProductMindshare (%)
Perforce Delphix10.0%
IBM InfoSphere Optim Data Privacy3.4%
Other86.6%
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."
"Delphix support is second to none."
"Our primary use case is cloning databases, and we can complete this process in minutes."
"The most valuable feature is creating virtual databases."
"Perforce Delphix has made a huge impact in my projects in terms of time saving."
"For the code side, it was very secure, and when it comes to user management, it was very user-friendly; the onboarding process was easy, and adding and managing users was straightforward."
"The most valuable aspect is the product is easy to manage, with a good dashboard. We can easily configure it on the front end and back end."
"Perforce Delphix has positively impacted my organization by improving efficiency, as the process that used to take almost 48 hours has been reduced by 40 hours due to Perforce Delphix, allowing us to complete our work in just eight hours and reducing one full-time effort of an employee so that person can focus on other areas."
"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."
"Occasionally, issues arise with VDBs, which can become corrupted, making data retrieval impossible and possibly resulting in data loss."
"There are still some areas in Perforce Delphix needing improvement, particularly in the data quality aspects, which I provided feedback on during my time using Perforce Delphix; products like Collibra or Informatica are leaders in data quality, covering six dimensions including accuracy and completeness, which are missing in Perforce Delphix."
"The customer support for Perforce Delphix, based on my experience, is initially not easy to reach, but in the succession stage, it is easy to reach support."
"It is hard to answer whether I would advise someone to use Perforce because the market has moved far ahead of Perforce."
"One thing I would like to see improved is the unusual error messages we receive and some slowness we have while we are updating."
"I face different challenges every day on all of the projects, and I see different bugs and problems, so every day I try a new challenge."
"My only complaint about this solution is the price."
"The solution's price needs improvement."
 

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."
"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."
"The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine."
"The product is a little bit expensive."
"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."
"Delphix's pricing is affordable."
"It is an expensive solution."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
25%
Manufacturing Company
10%
Insurance Company
7%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise2
Large Enterprise27
 

Questions from the Community

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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: June 2026.
902,894 professionals have used our research since 2012.