No more typing reviews! Try our Samantha, our new voice AI agent.

DATPROF 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:
 

ROI

Sentiment score
6.4
DATPROF's data masking, ease of use, and automation improve data quality, efficiency, compliance, and decision-making while being cost-efficient.
Sentiment score
6.1
Perforce Delphix users experience cost and time savings, with ROI varying from $1M annually to significant time efficiencies.
The storage savings are also very large, as Perforce Delphix is able to compress the data and provide very significant savings for my company.
Administrador De Banco De Dados Oracle at a insurance company with 1-10 employees
We've reduced costs by 20 to 25% and improved our time efficiency by 50 to 70%.
Release Train Engineer at a tech vendor with 1-10 employees
Employee-wise, it is more reliable because earlier we had about 10 DBAs, and now we can use this tool with only two to three DBAs, which means it has reduced the cost employee-wise.
Senior Software Engineer at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
8.2
DATPROF's customer service and technical support are valued for their friendliness, speed, reliability, and proactive, responsive engagement.
Sentiment score
7.8
Perforce Delphix support is responsive and knowledgeable, excelling in SQL and Oracle but less so in MongoDB.
They provide training, and once they gave us the training, new users, even up to a junior level engineer, could easily adapt to the environment and easily start working and producing results.
Manager, Projects at Cognizant
Every time I needed Perforce Delphix support, the service was fast, always accurate in diagnosing errors, and very supportive from the support staff.
Administrador De Banco De Dados Oracle at a insurance company with 1-10 employees
It has been consistent, and whenever we raise a ticket, we get prompt answers.
Student at a university with 5,001-10,000 employees
 

Scalability Issues

Sentiment score
7.7
DATPROF is scalable and operational in multiple ERPs, expanding across various systems, supporting diverse technology and database stacks.
Sentiment score
6.9
Perforce Delphix effectively scales for diverse environments, handles workloads efficiently, and integrates easily, ensuring high user satisfaction.
Scalability with Perforce Delphix is excellent; we never had issues while implementing service virtualization and masking.
DGM at IPH Limited
Perforce Delphix was able to support the increased demand for test data management and non-production environments without requiring us to create and maintain multiple full database copies.
TDM Engineer at a tech services company with 5,001-10,000 employees
I can scale database virtualization substantially with Perforce Delphix.
Administrador De Banco De Dados Oracle at a insurance company with 1-10 employees
 

Stability Issues

Sentiment score
7.6
DATPROF offers stable data masking, recommended production database copying, improving data synthesis, and reliable parallel job execution without major issues.
Sentiment score
8.4
Perforce Delphix is highly reliable, efficiently supports critical operations, and receives strong user confidence for its robust performance.
Perforce Delphix is stable and highly scalable for mid and enterprise-level solutions.
Release Train Engineer at a tech vendor with 1-10 employees
In my experience, it has been able to support our day-to-day virtualization, masking, and provisioning activities, which we require for test data management.
TDM Engineer at a tech services company with 5,001-10,000 employees
There is also a support team available, making it very familiar and easy to use.
Quality Engineering Specialist at a consultancy with 1,001-5,000 employees
 

Room For Improvement

DATPROF aims to enhance integration, UI, DevOps alignment, and API functionality while improving template reusability and reducing bugs.
Perforce Delphix needs better integration with SAP HANA and Salesforce, improved features, cloud support, and enhanced data handling.
Top-quality data is essential for effective AI learning models, and that improvement is necessary, as well as enhancements in refreshing environments to allow for more selective updates rather than complete refreshes.
DGM at IPH Limited
If Perforce Delphix could also include the ability to generate synthetic data, it would be a complete package and can be utilized in organizations.
Manager, Projects at Cognizant
As organizations increasingly adopt hybrid and cloud environments, deeper integration with modern DevOps and CI/CD ecosystems would provide additional value.
TDM Engineer at a tech services company with 5,001-10,000 employees
 

Setup Cost

DATPROF is priced competitively with substantial features, though its licensing model could improve for adding users.
Perforce Delphix pricing can be high, with costs influenced by data volume, but offers potential ROI and discounts.
I felt the pricing was a little higher at that time, which is what I heard from my boss.
DevOps Engineer at a tech vendor with 5,001-10,000 employees
We implemented incrementally, and setup costs were significant over seven to eight years.
Senior Manager And Sme at a tech vendor with 10,001+ employees
The pricing, setup cost, and licensing for Perforce Delphix are substantial, making it unaffordable for small organizations and startups.
Senior Software Engineer at Virtusa Global
 

Valuable Features

DatProf offers user-friendly data subsetting, anonymization, and integration with high-quality testing, emphasizing ease of use and professional collaboration.
Perforce Delphix offers virtualization, masking, and cloud integration, ensuring data efficiency, user-friendly management, and secure, cost-effective solutions.
Perforce Delphix can deliver up to 25 terabytes of data in just minutes, making it approximately 100 times faster for development and testing needs.
Release Train Engineer at a tech vendor with 1-10 employees
The most standout feature of Perforce Delphix is its ability to have multiple change lists, which is something Git does not have in a single sandbox version in a single client.
Sr Engineer at Synopsys Inc
Every algorithm is unique and allows me to make custom algorithms, not just masking letters but also numbers or any special characters or specific formats such as email.
Student at a university with 5,001-10,000 employees
 

Categories and Ranking

DATPROF
Ranking in Test Data Management
7th
Ranking in Data Masking
10th
Average Rating
8.6
Reviews Sentiment
7.4
Number of Reviews
8
Ranking in other categories
AI Synthetic Data (4th)
Perforce Delphix
Ranking in Test Data Management
1st
Ranking in Data Masking
1st
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
34
Ranking in other categories
Copy Data Management (1st)
 

Mindshare comparison

As of June 2026, in the Test Data Management category, the mindshare of DATPROF is 7.0%, up from 6.5% compared to the previous year. The mindshare of Perforce Delphix is 17.5%, down from 27.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Test Data Management Mindshare Distribution
ProductMindshare (%)
Perforce Delphix17.5%
DATPROF7.0%
Other75.5%
Test Data Management
 

Featured Reviews

Romil Kapadia - PeerSpot reviewer
Product Owner at ABN AMRO Bank N.V.
Easy to use, covers all the technology and database stacks, and provides good value for money
We had a Broadcom solution. We had an exit strategy for all the tools of this provider. The contracts were supposed to end. DATPROF is more open with respect to outside environments. Of course, it's not open-source technology, but there are provisions to do so, whereas, with earlier tools, that wasn't the case. Another good part of DATPROF is that because they have already been in the market and working with customers for a long time, they know the ins and outs of how the market in the Netherlands works. That was visible when we were performing use cases where the generation of test data was required. Everything that we could possibly think of is already covered by the tool. The inclusiveness or the wholesomeness of the tool is very good. DATPROF's UI is many years ahead of earlier tools. Broadcom's customer support was not up to our requirements. With DATPROF, even though we are just in the sales phase, I already see tremendous improvement. With the earlier tool, they were not able to provide the solutions that we wanted, whereas with DATPROF, Gerard, and Michael are just a call away, and they are willing to extend themselves to provide us with the right support.
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.
report
Use our free recommendation engine to learn which Test Data Management solutions are best for your needs.
900,644 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Healthcare Company
10%
Financial Services Firm
10%
Manufacturing Company
9%
Construction Company
8%
Financial Services Firm
26%
Manufacturing Company
9%
Insurance Company
7%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise8
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise2
Large Enterprise26
 

Questions from the Community

Ask a question
Earn 20 points
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

DATPROF Privacy, DATPROF Test Data Management
No data available
 

Overview

 

Sample Customers

APG, UWV, VGZ, DUO, Admiral Group, Heineken, Region Stockholm, Green Shield Canada, BestPass, CalPERS, Birmingham City Council, Nest Pensions
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 DATPROF vs. Perforce Delphix and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.