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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
8th
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 November 2026, in the Data Masking category, the mindshare of IBM InfoSphere Optim Data Privacy is 3.2%, down from 4.8% compared to the previous year. The mindshare of Perforce Delphix is 9.7%, down from 13.4% 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 Privacy3.2%
Other87.1%
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."
"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."
"Overall, the key outcomes have been faster delivery cycles, improved productivity for development and testing teams, reduced storage costs, and better data security."
"Delphix can do data masking in any format. Not many solutions can do that."
"The product is efficient in handling large volumes of data."
"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."
"I have obtained a very large gain in database virtualization with Perforce Delphix, as I can deliver environments very quickly, in a matter of hours or even minutes depending on the size of the production database I want to replicate, and the storage savings are also very large, as Perforce Delphix is able to compress the data and provide very significant savings for my company."
"Delphix's data distribution is powerful."
"The most valuable feature is creating virtual databases."
 

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."
"As a commercial model, it's very good. However, maybe it would be nice for Delphix to integrate with some other platforms."
"Could be improved with richer reporting capabilities."
"Delphix is quite expensive."
"Perforce Delphix can be optimized."
"In terms of challenges with Perforce Delphix, it would be really helpful if the tool provides a chance to use some transformation features, such as those in Informatica; for instance, if a column contains multi-value data, it would be helpful to separate the data."
"It is hard to answer whether I would advise someone to use Perforce because the market has moved far ahead of Perforce."
"It would be good if any CI/CD and DevOps-aligned feature could be triggered through the DevOps pipeline."
"They have masking engine which has many things that need to be improved."
 

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

By visitors reading reviews
No data available
Financial Services Firm
20%
Outsourcing Company
11%
Manufacturing Company
11%
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 Enterprise27
 

Questions from the Community

Ask a question
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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: October 2026.
919,919 professionals have used our research since 2012.