

Perforce Delphix and DATPROF compete in data management, each offering unique strengths. Based on features, Perforce Delphix has the upper hand due to its robust virtualization and masking capabilities, while DATPROF stands out in intelligent data management and template functionality.
Features: Perforce Delphix offers excellent virtualization, custom-friendly masking algorithms, and the ability to handle large volumes of data across various sources efficiently. It significantly improves data processing times and cost efficiency. DATPROF provides advanced subsetting, intelligent data management, and template functionality. It creates synthetic test data without production data and offers sophisticated database insights.
Room for Improvement: Perforce Delphix needs better integration with SAP HANA and Salesforce and a decentralized repository approach. Its price is also considered high. DATPROF should enhance integration capabilities, improve reusability, support mainframe platforms better, and improve its UI and licensing model.
Ease of Deployment and Customer Service: Both Perforce Delphix and DATPROF support on-premises deployments, with Delphix also catering to hybrid and public cloud environments. Perforce Delphix is commended for its responsive and knowledgeable customer support, while DATPROF offers consistent support with less variety in deployment environments.
Pricing and ROI: Perforce Delphix is priced higher but provides notable ROI through efficient data management and storage, although some users desire more competitive pricing. DATPROF is seen as reasonably priced, offering a considerable feature set for the cost. While its licensing model could be more flexible, the perceived value aligns well with market needs, leading to positive ROI outcomes.
The storage savings are also very large, as Perforce Delphix is able to compress the data and provide very significant savings for my company.
We've reduced costs by 20 to 25% and improved our time efficiency by 50 to 70%.
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.
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.
Every time I needed Perforce Delphix support, the service was fast, always accurate in diagnosing errors, and very supportive from the support staff.
It has been consistent, and whenever we raise a ticket, we get prompt answers.
Scalability with Perforce Delphix is excellent; we never had issues while implementing service virtualization and masking.
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.
I can scale database virtualization substantially with Perforce Delphix.
Perforce Delphix is stable and highly scalable for mid and enterprise-level solutions.
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.
There is also a support team available, making it very familiar and easy to use.
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.
If Perforce Delphix could also include the ability to generate synthetic data, it would be a complete package and can be utilized in organizations.
As organizations increasingly adopt hybrid and cloud environments, deeper integration with modern DevOps and CI/CD ecosystems would provide additional value.
I felt the pricing was a little higher at that time, which is what I heard from my boss.
We implemented incrementally, and setup costs were significant over seven to eight years.
The pricing, setup cost, and licensing for Perforce Delphix are substantial, making it unaffordable for small organizations and startups.
Perforce Delphix can deliver up to 25 terabytes of data in just minutes, making it approximately 100 times faster for development and testing needs.
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.
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.
| Product | Mindshare (%) |
|---|---|
| Perforce Delphix | 17.5% |
| DATPROF | 7.0% |
| Other | 75.5% |

| Company Size | Count |
|---|---|
| Small Business | 2 |
| Large Enterprise | 8 |
| Company Size | Count |
|---|---|
| Small Business | 13 |
| Midsize Enterprise | 2 |
| Large Enterprise | 26 |
DATPROF offers test data management solutions known for subsetting, easy maintenance, intelligent data modeling, and data protection features, suitable for businesses requiring efficient data handling and compliance across operations.
DATPROF is renowned for capabilities including collaboration without heavy supplier reliance, synthetic data generation, and data masking across applications. Its features allow flexible customization, integration with systems, and scalable masking. Users benefit from its intuitive design and efficient data management while seeking improvements in orchestration features, enhancing discovery-to-masking integration, and expanding APIs. Addressing requirements like template reusability, empty database functionality, and mainframe platform compatibility are focus areas. Suggestions for better synthetic data generation and mainframe alliances highlight future growth potential.
What are DATPROF's most valuable features?In industries requiring stringent data protection such as finance and healthcare, DATPROF is crucial for managing test databases, meeting CI/CD targets, and ensuring GDPR compliance. Teams leverage DATPROF for transitioning to cloud environments, masking sensitive data, and creating synthetic data, thereby supporting diverse IT environments.
Perforce Delphix provides automated, compliant data management for DevOps, enabling rapid deployment across cloud environments. Users leverage its capabilities to balance innovation speed with quality and compliance.
Perforce Delphix addresses the critical need for faster innovation by offering features that automate test data management, CI/CD, and data privacy compliance. Its platform integrates data masking and virtualization, making it possible to deploy compliant data rapidly across private, public, and hybrid clouds. By facilitating AI, recovery from disruptions like ransomware, and secure data handling, Delphix enhances testing processes and supports continuous integration and delivery. Users benefit from its interface, powerful data distribution, and compatibility with diverse data sources.
What are the key features of Perforce Delphix?In industries such as finance, healthcare, and technology, Perforce Delphix supports database virtualization and test data management by enabling rapid cloning and data masking. Companies enhance their testing processes and secure data distribution, ensuring compliance and supporting analytics and DevOps. Its integration within CI/CD pipelines streamlines continuous development and deployment.
We monitor all Test Data Management reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.