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DataMasque vs Perforce Delphix comparison

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Comparison Buyer's Guide

Executive Summary

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

DataMasque
Ranking in Data Masking
8th
Average Rating
10.0
Reviews Sentiment
3.4
Number of Reviews
4
Ranking in other categories
Data Governance (29th)
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 October 2026, in the Data Masking category, the mindshare of DataMasque is 1.1%. The mindshare of Perforce Delphix is 9.7%, down from 14.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Masking Mindshare Distribution
ProductMindshare (%)
Perforce Delphix9.7%
DataMasque1.1%
Other89.2%
Data Masking
 

Featured Reviews

Nierojan Pushparajan - PeerSpot reviewer
Director of Software Engineering at TelliHealth
Masking sensitive test data has improved compliance and now enables safe, realistic debugging
The best features DataMasque offers that stand out to me are the flexibility to create rule sets and mask UUIDs, which have been really beneficial. Additionally, their customer service and technical support have been very helpful in getting this set up. The flexibility in creating rule sets has helped my team specifically because we have lots of dependencies on different databases and different database types. We have an RDS instance and an OpenSearch instance. Having those rule sets really allowed us to connect data between the two because the same data can be across multiple datasets. Creating these rules enabled us to not think too much about which ones need to be unique or which ones need to be the same across different tables. Whenever we run into issues or questions, we are able to talk to the DataMasque team, and they give us a reasonable technical response within a good timeframe that allows us to solve our issues pretty quickly. We have not had huge delays or blockers because of the communication between us and DataMasque. I appreciate the consistency to continue to improve the application, and there are new features coming out this year that will be tools we use. DataMasque is doing a great job of adding new features, and we will definitely be using them in the future. DataMasque has positively impacted our organization by already showing visible benefits in security and reduced risks for compliance, even though we are still in the process of setting up production and using it to the full extent. It will allow our developers to troubleshoot issues easily without the risk of viewing PHI or anything similar. We are seeing the benefits already of that, but we still need to complete the full integration and incorporate it into our workflows to see the full benefits, which we are currently in the process of. So far, it has been really good. By just masking production data, we can go into this masked database set to understand edge cases and issues as they come up from support without the developers having to look at any production data. They can go into this masked dataset and see the problem firsthand, something we would not have caught with our dev dataset because it is such a smaller amount of data, whereas production has a vast amount of data that we can look through.
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

"Being able to generate the masking rules directly from the tool based on what it finds during the data discovery helps ensure that all sensitive fields are identified and masked."
"DataMasque has positively impacted our organization by already showing visible benefits in security and reduced risks for compliance, even though we are still in the process of setting up production and using it to the full extent."
"We can now have a staging environment very much like a production environment, which improves our testing and product quality."
"We were able to profile all 400+ databases in our environment, identify compliance data that was not known or identified previously and allow the teams a self-service option to restore to lower environments."
"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."
"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 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."
"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."
"By introducing its technology in Poland, we have given several clients an amazing virtualization tool, data masking and containing time machine."
"Perforce Delphix is a valuable tool that ensures the delivery of compliant data that does not violate data protection policies such as GDPR or HIPAA, thereby protecting customer information while providing high-quality test data that resembles live production data but is masked."
"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."
 

Cons

"UUID generation could be improved."
"It would be good if any CI/CD and DevOps-aligned feature could be triggered through the DevOps pipeline."
"I believe the data generation part should be included in Perforce Delphix, as it would be helpful for other organizations as well."
"Could be improved with richer reporting capabilities."
"I think that the reporting side is the biggest area which needs improvement and could do with a bit of a refresher."
"Delphix is quite expensive."
"As a commercial model, it's very good. However, maybe it would be nice for Delphix to integrate with some other platforms."
"The solution’s self-service portal must be more interactive and user-friendly."
"For improvement purposes, the automation part needs to be improved in Perforce Delphix."
 

Pricing and Cost Advice

Information not available
"Delphix's pricing is affordable."
"The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine."
"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 solution's pricing was reasonable and lower than one million."
"It is an expensive solution."
"I would say the price is a little high but affordable for our needs."
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Top Industries

By visitors reading reviews
Energy/Utilities Company
24%
Construction Company
18%
Outsourcing Company
14%
Comms Service Provider
11%
Financial Services Firm
20%
Outsourcing Company
11%
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

What is your experience regarding pricing and costs for DataMasque?
As we are still in the early stages, I can't say anything definitive about pricing yet, but I believe it will be usage-based, which should work well.
What needs improvement with DataMasque?
UUID generation could be improved. Although UUIDs were masked correctly, some validation rules were not supported, requiring a switch from validators to pattern matching. Expanding native UUID vali...
What is your primary use case for DataMasque?
I created a staging environment with production-like data.
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 ...
 

Overview

 

Sample Customers

Information Not Available
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 DataMasque vs. Perforce Delphix and other solutions. Updated: September 2026.
915,325 professionals have used our research since 2012.