Top Perforce Delphix Alternatives & Competitors 2026

Reviewed in Last 12 Months

How Alternatives Are Selected

1. Informatica Cloud Test Data Management (Legacy)

4.2

Productivity is enhanced and quick results for data analytics Read all insights and reviews for Informatica Cloud Test Data Management (Legacy)

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2. IBM InfoSphere Optim Test Data Management

By IBM

4.4

(51 Ratings)

Overall, Infosphere is powerful tool with range of features that makes it a strong contender in test data. The initial set up process can be somewhat complex & require more instructions.Read all insights and reviews for IBM InfoSphere Optim Test Data Management

Where Perforce Delphix Scored Higher

Better at service and support
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3. Parasoft Virtualize

By Parasoft

4.5

(44 Ratings)

Parasoft offers a virtualization tool for testing that helps eliminates dependency on unstable and unavailable services, improving test speed and reducing costs. Benefits includes accelerated Agile and Devops, simulated environments for all components, and reduced bottlenecks. Allows comprehensive testing coverage of application components , ensuring better quality. Creates a stable , on demand environment , freeing teams from constraints of physical dependencies. However it can be expensive, require significant effort to set up initially and maintain. The tool's AI powered Assistant allows us to create virtual services using natural languages significantly lowering the barrier to entry and speeding up creation time. Script less approach. Traffic recording feature enables virtual assets automatically by recording the oncoming traffic interactions . Read all insights and reviews for Parasoft Virtualize

Where Perforce Delphix Scored Higher

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4. DATPROF

By DATPROF

4.5

(36 Ratings)

Using DATPROF has been a positive experience overall. It has helped our team in simplifying the process of managing and provisioning test data Read all insights and reviews for DATPROF

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5. Accelario

By Accelario

4.5

(34 Ratings)

My experience with Accelario has been extremely good as it helps the organization to work efficiently. Accelario is for data automation, enabling faster, more secure and efficient data delivery. This allows developers, testers and devops teams to focus more on innovation and less on managing data logistics. This is great at ensuring overall privacy and compliance with regulations for HIPAA.Read all insights and reviews for Accelario

Where Perforce Delphix Scored Higher

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6. Tonic

By Tonic.ai

4.4

(33 Ratings)

We used Tonic Textual AI for data anonymization and were impressed by how easy it was to use. Their technical team was very helpful and responded to any issues we had promptly. Their NER model could use further development, particularly when it comes to linking identical synthesized values.Read all insights and reviews for Tonic

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7. Bitwise Test Data Management

By Bitwise

4.5

(31 Ratings)

Great product, providing the best solution for handling test data during the software development lifecycle while maintaining data privacy with standard regulations.Read all insights and reviews for Bitwise Test Data Management

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8. Mage Platform

By Mage Data

4.6

(19 Ratings)

We've used this database security solution since 2018, and the R24 release represents a transformational upgrade. The complete refactoring with Docker containerization has dramatically improved deployment efficiency and system management—simple container operations have saved countless hours. Performance is exceptional, with the same workloads completing in roughly 25% of the time compared to previous versions. The enhanced APIs enable seamless automation and integration with our existing DBA workflows. After a month in production managing data discovery and static masking across our database environment, the combination of improved usability, reliability, and performance makes this an outstanding solution.Read all insights and reviews for Mage Platform

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