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IBM InfoSphere Optim Data Privacy vs Perforce Delphix comparison

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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 September 2026, in the Data Masking category, the mindshare of IBM InfoSphere Optim Data Privacy is 3.1%, down from 4.8% compared to the previous year. The mindshare of Perforce Delphix is 9.7%, down from 15.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Masking Mindshare Distribution
ProductMindshare (%)
Perforce Delphix9.7%
IBM InfoSphere Optim Data Privacy3.1%
Other87.2%
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 Flash Ai
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's data distribution is powerful."
"Delphix interfaces are simple to use and very user friendly."
"Data being available anytime is a life changer."
"Delphix's pricing is affordable."
"The most valuable feature is creating virtual databases."
"Our ROI is over $1Mil a year."
"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."
"Perforce Delphix has impacted my organization positively by making us much more service-oriented and creating an in-house service that is listed in the application catalog and advertised as the go-to service for internal users to de-identify sensitive PHI and PII data."
 

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 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."
"If you are running a small-scale industry with limited budget, Perforce Delphix may not be suitable because it is costly."
"One area where Perforce Delphix could be improved is the ability to handle thousands of files more efficiently."
"Delphix could be improved with better usability and an agentless option."
"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."
"In terms of improvements for Perforce Delphix, I believe the pricing page should provide more flexibility, as it was costlier before, though I am uncertain about the current pricing structure."
"This product should be extended and made to be a more comprehensive storage solution."
"It would be good if any CI/CD and DevOps-aligned feature could be triggered through the DevOps pipeline."
 

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

By visitors reading reviews
No data available
Financial Services Firm
21%
Outsourcing Company
10%
Manufacturing Company
10%
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

Ask a question
Earn 20 points
What is your experience regarding pricing and costs for Delphix?
Regarding my experience with pricing, Perforce Delphix is not cheap. I have no issues with licensing.
What needs improvement with Delphix?
I cannot answer that regarding Perforce Delphix at the moment as I would have to see what the new versions offer. Perforce Delphix is a great product that I find very useful. Regarding Perforce Del...
What is your primary use case for Delphix?
For my main use case, I use Perforce Delphix for test environment and release management. Being able to go back in time and do time-lapse information on Perforce Delphix, along with the ability to ...
 

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, BMC and others in Data Masking. Updated: September 2026.
913,806 professionals have used our research since 2012.