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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
7.4
Perforce Delphix enhances efficiency and cost savings, delivering $1 million ROI annually and improving resource management for companies.
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
 

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
8.2
Perforce Delphix customer support is praised for efficiency, knowledgeable team, quick responses, and high user satisfaction ratings.
It has been consistent, and whenever we raise a ticket, we get prompt answers.
Student at a university with 5,001-10,000 employees
Helix has the features it offers, the scalability solutions it offers, and the support it provides.
Sr Engineer at Synopsys Inc
The response was quick.
DevOps Engineer at a tech vendor 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
6.2
Perforce Delphix is scalable and flexible, with some challenges in data virtualization, but generally suits enterprises well.
Handling users and managing increases or decreases in user count was straightforward.
DevOps Engineer at a tech vendor with 5,001-10,000 employees
Perforce Delphix's scalability works well on a much lower scale, where we have small and medium-sized databases, more than 100 to 150.
Student at a university with 5,001-10,000 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
8.2
Perforce Delphix is praised for stability, reliability, handling large data efficiently, and supporting up to 500 users smoothly.
Perforce Delphix is stable and highly scalable for mid and enterprise-level solutions.
Release Train Engineer at a tech vendor with 1-10 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 enhancements in integration, usability, cost, AWS compatibility, self-service, data masking, and mainframe virtualization.
Perforce Delphix needs improvements involving the level of integration it has with Oracle and SQL Server being much higher compared to SAP HANA and Salesforce.
Student at a university with 5,001-10,000 employees
Focus mostly on Identity Access Management for Perforce, as the market is heading toward IAM, and it has become mandatory.
DevOps Engineer at a tech vendor with 5,001-10,000 employees
One area where Perforce Delphix could be improved is the ability to handle thousands of files more efficiently.
Sr Engineer at Synopsys Inc
 

Setup Cost

DATPROF is priced competitively with substantial features, though its licensing model could improve for adding users.
Perforce Delphix pricing varies widely; perceived as expensive yet valuable, negotiable and generally suitable for enterprise budgets.
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
My experience with pricing, setup cost, and licensing was that we had to talk with the team, and then they would give us a license code.
Student at a university with 5,001-10,000 employees
 

Valuable Features

DatProf offers user-friendly data subsetting, anonymization, and integration with high-quality testing, emphasizing ease of use and professional collaboration.
Delphix optimizes data management with virtualization, masking, and efficient interfaces, improving privacy and reducing costs in large-scale applications.
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
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
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
7th
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
8.2
Reviews Sentiment
7.0
Number of Reviews
20
Ranking in other categories
Copy Data Management (1st)
 

Mindshare comparison

As of March 2026, in the Test Data Management category, the mindshare of DATPROF is 5.9%, up from 5.9% compared to the previous year. The mindshare of Perforce Delphix is 20.4%, down from 29.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Test Data Management Mindshare Distribution
ProductMindshare (%)
Perforce Delphix20.4%
DATPROF5.9%
Other73.7%
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Media Company
10%
Computer Software Company
10%
Government
10%
Financial Services Firm
27%
Manufacturing Company
9%
Computer Software Company
8%
Insurance Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise8
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise2
Large Enterprise14
 

Questions from the Community

Ask a question
Earn 20 points
What do you like most about Delphix?
The performance offered by the product, its price, and its ability to handle structured and unstructured data were good when compared to the other products in the market.
What is your experience regarding pricing and costs for Delphix?
It is hard for me to remember the pricing, setup cost, or licensing for Perforce. I think the licensing was based on user count. I felt the pricing was a little higher at that time, which is what I...
What needs improvement with Delphix?
The initial implementation learning curve could be improved, as it is challenging for newcomers to navigate.
 

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: March 2026.
884,797 professionals have used our research since 2012.