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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."
"Data being available anytime is a life changer."
"It enabled us to keep multiple projects on the go, test out various scenarios, and roll back to previous versions, and it was very robust, very solid, and very useful in that capacity."
"Perforce Delphix has positively impacted my organization as the migration became fast, because earlier migration took four months to migrate our data from prod to non-prod, and now it is just a one-day or two-day task."
"Perforce Delphix has made a huge impact in my projects in terms of time saving."
"It's really easy to install."
"Delphix can do data masking in any format. Not many solutions can do that."
"It provides the ability to roll back to a point in time or roll forward without the assistance of a DBA."
"Delphix support is second to none."
 

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."
"Delphix needs better partnerships from a customer perspective. It's how they sell it, not what they're selling."
"I think that the reporting side is the biggest area which needs improvement and could do with a bit of a refresher."
"They have masking engine which has many things that need to be improved."
"If you are running a small-scale industry with limited budget, Perforce Delphix may not be suitable because it is costly."
"As a commercial model, it's very good. However, maybe it would be nice for Delphix to integrate with some other platforms."
"It would be good if any CI/CD and DevOps-aligned feature could be triggered through the DevOps pipeline."
"Delphix isn't very scalable."
"Faster data masking."
 

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."
"The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine."
"I would say the price is a little high but affordable for our needs."
"It is an expensive solution."
"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."
"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
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
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: October 2026.
920,769 professionals have used our research since 2012.