Perforce Delphix vs Spring Cloud Data Flow comparison

The compared Perforce and VMware solutions aren't in the same category. Perforce is ranked #1 in TDM , with an average rating of 8.3, and holds a 27.9% mindshare in the category. VMware is ranked #22 in DI , with an average rating of 7.8, and holds a 1.1% mindshare. Additionally, 81% of Perforce users are willing to recommend the solution, compared to 88% of VMware users who would recommend it.

Perforce Delphix

Read 16 Perforce Delphix reviews

1,556 Views
864 Comparison Views

81% willing to recommend

Spring Cloud Data Flow

Read 9 Spring Cloud Data Flow reviews

1,374 Views
1,033 Comparison Views

88% willing to recommend

Perforce Delphix

Spring Cloud Data Flow

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Perforce Delphix and Spring Cloud Data Flow based on real PeerSpot user reviews.

Find out what your peers are saying about Perforce, Broadcom, Informatica and others in Test Data Management.

To learn more, read our detailed Test Data Management Report (Updated: May 2025).

Buyer's Guide

Test Data Management

May 2025

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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

Perforce Delphix

Average Rating

8.0

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

Test Data Management (1st), Copy Data Management (1st), Data Masking (1st)

Spring Cloud Data Flow

Average Rating

7.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Integration (22nd), Streaming Analytics (9th)

Mindshare comparison

Perforce Delphix and Spring Cloud Data Flow aren’t in the same category and serve different purposes. Perforce Delphix is designed for Test Data Management and holds a mindshare of 27.9%, down 30.2% compared to last year.
Spring Cloud Data Flow, on the other hand, focuses on Data Integration, holds 1.1% mindshare, up 0.9% since last year.

Test Data Management

Data Integration

Featured Reviews

Amit-Rastogi

TDM Architect at T-Mobile

Handles large volumes of data with ease, but the self-service portal must be more user-friendly

My advice depends on an organization’s needs. If an organization has a large volume of data, Delphix is a good choice. It is robust and very efficient with large volumes of data and different kinds of databases. If someone is looking for a one-stop solution with all features and capabilities, they must consider a different tool. Overall, I rate the product a six or seven out of ten.

Read full review

NitinGoyal

Engineering Lead at Naukri.com

Has a plug-and-play model and provides good robustness and scalability

The solution's community support could be improved. I don't know why the Spring Cloud Data Flow community is not very strong. Community support is very limited whenever you face any problem or are stuck somewhere. I'm not sure whether it has improved in the last six months because this pipeline was set up almost two years ago. I struggled with that a lot. For example, there was limited support whenever I got an exception and sought help from Stack Overflow or different forums. Interacting with Kubernetes needs a few certificates. You need to define all the certificates within your application. With the help of those certificates, your Java application or Spring Cloud Data Flow can interact with Kubernetes. I faced a lot of hurdles while placing those certificates. Despite following the official documentation to define all the replicas, readiness, and liveliness probes within the Spring Cloud Data Flow application, it was not working. So, I had to troubleshoot while digging in and debugging the internals of Spring Cloud Data Flow at that time. It was just a configuration mismatch, and I was doing nothing weird. There was a small spelling difference between how Spring Cloud Data Flow was expecting it and how I passed it. I was just following the official documentation.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The product is efficient in handling large volumes of data."

"The most valuable feature is creating virtual databases."

"It provides the ability to roll back to a point in time or roll forward without the assistance of a DBA."

"Delphix can do data masking in any format. Not many solutions can do that."

"It's really easy to install."

"Delphix's data distribution is powerful. It's easy to distribute data with this solution. The main advantage of Delphix is that it generates copies of data."

"Delphix interfaces are simple to use and very user friendly."

"It is a stable solution."

More Perforce Delphix pros

"The dashboards in Spring Cloud Dataflow are quite valuable."

"The product is very user-friendly."

"The most valuable feature is real-time streaming."

"The solution's most valuable feature is that it allows us to use different batch data sources, retrieve the data, and then do the data processing, after which we can convert and store it in the target."

"The most valuable features of Spring Cloud Data Flow are the simple programming model, integration, dependency Injection, and ability to do any injection. Additionally, auto-configuration is another important feature because we don't have to configure the database and or set up the boilerplate in the database in every project. The composability is good, we can create small workloads and compose them in any way we like."

"There are a lot of options in Spring Cloud. It's flexible in terms of how we can use it. It's a full infrastructure."

"The ease of deployment on Kubernetes, the seamless integration for orchestration of various pipelines, and the visual dashboard that simplifies operations even for non-specialists such as quality analysts."

"The best thing I like about Spring Cloud Data Flow is its plug-and-play model."

Cons

"The solution’s self-service portal must be more interactive and user-friendly."

"This product should be extended and made to be a more comprehensive storage solution."

"One thing I would like to see improved is the unusual error messages we receive and some slowness we have while we are updating."

"Delphix is a strong solution for virtualization, but it's not strong enough for creating data, so we have to use another solution for creating new data."

"When it comes to unstructured and structured data, if Delphix can comply with the requirements for most of the structured data, it would be good, especially if it can include the data scanning part."

"Delphix is quite expensive."

"Delphix could be improved with better usability and an agentless option."

"The solution's price needs improvement."

More Perforce Delphix cons

"On the tool's online discussion forums, you may get stuck with an issue, making it an area where improvements are required."

"The configurations could be better. Some configurations are a little bit time-consuming in terms of trying to understand using the Spring Cloud documentation."

"I would improve the dashboard features as they are not very user-friendly."

"The solution's community support could be improved."

"Spring Cloud Data Flow is not an easy-to-use tool, so improvements are required."

"Some of the features, like the monitoring tools, are not very mature and are still evolving."

"Spring Cloud Data Flow could improve the user interface. We can drag and drop in the application for the configuration and settings, and deploy it right from the UI, without having to run a CI/CD pipeline. However, that does not work with Kubernetes, it only works when we are working with jars as the Spring Cloud Data Flow applications."

"There were instances of deployment pipelines getting stuck, and the dashboard not always accurately showing the application status, requiring manual intervention such as rerunning applications or refreshing the dashboard."

Pricing and Cost Advice

"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."

"It is an expensive solution."

"The product is a little bit expensive."

"The solution's pricing was reasonable and lower than one million."

"I would say the price is a little high but affordable for our needs."

"Delphix's pricing is affordable."

"The cost is $370K annually for the Delphix Masking Engine and Delphix Virtualization Engine."

"This is an open-source product that can be used free of charge."

"The solution provides value for money, and we are currently using its community edition."

"If you want support from Spring Cloud Data Flow there is a fee. The Spring Framework is open-source and this is a free solution."

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Top Industries

By visitors reading reviews

Financial Services Firm

30%

Computer Software Company

11%

Insurance Company

10%

Manufacturing Company

Financial Services Firm

26%

Computer Software Company

17%

Retailer

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

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.

See all answers

What is your experience regarding pricing and costs for Delphix?

The solution's pricing was reasonable and lower than one million.

See all answers

What needs improvement with Delphix?

It would be good if any CI/CD and DevOps-aligned feature could be triggered through the DevOps pipeline. Right now, we have to trigger the jobs and then integrate them with DevOps, which requires s...

See all answers

What needs improvement with Spring Cloud Data Flow?

There were instances of deployment pipelines getting stuck, and the dashboard not always accurately showing the application status, requiring manual intervention such as rerunning applications or r...

See all answers

What is your primary use case for Spring Cloud Data Flow?

We had a project for content management, which involved multiple applications each handling content ingestion, transformation, enrichment, and storage for different customers independently. We want...

See all answers

What advice do you have for others considering Spring Cloud Data Flow?

I would definitely recommend Spring Cloud Data Flow. It requires minimal additional effort or time to understand how it works, and even non-specialists can use it effectively with its friendly docu...

See all answers

Comparisons

Informatica Test Data Management (TDM) vs Perforce Delphix

Compared 17% of the time

Rubrik vs Perforce Delphix

Compared 10% of the time

Denodo vs Perforce Delphix

Compared 10% of the time

Broadcom Test Data Manager vs Perforce Delphix

Compared 8% of the time

Actifio vs Perforce Delphix

Compared 7% of the time

More Perforce Delphix Competitors

Apache Flink vs Spring Cloud Data Flow

Compared 42% of the time

TIBCO BusinessWorks vs Spring Cloud Data Flow

Compared 11% of the time

Google Cloud Dataflow vs Spring Cloud Data Flow

Compared 7% of the time

Apache Spark Streaming vs Spring Cloud Data Flow

Compared 5% of the time

MuleSoft Anypoint Platform vs Spring Cloud Data Flow

Compared 5% of the time

More Spring Cloud Data Flow Competitors

Product Reports

Buyer's Guide

Perforce Delphix

April 2025

Download Perforce Delphix product report

Buyer's Guide

Spring Cloud Data Flow

April 2025

Download Spring Cloud Data Flow product report

Overview

Perforce Delphix automates compliant data management for DevOps, providing data masking and virtualization to quickly integrate data into diverse cloud environments, balancing innovation speed with quality and compliance.

Businesses leveraging Perforce Delphix efficiently automate test data management and CI/CD processes while maintaining data privacy and security. This platform offers integrated data masking and virtualization, enabling rapid deployment of compliant data in non-production environments. Users benefit from its capacity to deliver secure data for various applications, swiftly recover from disruptions, and manage data in large-scale settings, enhancing development scenarios with synthetic and live data operations. Its flexible system reduces storage demands and facilitates environment rewinds through snapshots.

What are the key features?

Virtualization and Snapshot Capabilities: Enable time-point rollbacks and efficient VDB provisioning.
Data Masking: Enhances data privacy through robust masking functions.
Efficient Cloning: Simplifies data management with quick database creation and distribution.
User-Friendly Interface: Facilitates ease of data handling and management.

What benefits and ROI should be considered?

Storage Efficiency: Reduces storage needs and streamlines data accessibility.
Rapid Deployment: Accelerates compliant data integration and management.
Business Continuity: Supports swift recovery from data disruptions, ensuring operational stability.
Data Security: Prioritizes privacy with comprehensive masking and secure data operations.

In industries requiring quick data access and management, Perforce Delphix is instrumental in developing test data scenarios. Companies use its powerful data integration and compliance capabilities to manage extensive data environments efficiently, supporting modern database operations with reliable data virtualization, automated masking, and continuous updates to keep pace with dynamic project demands.

Perforce

Spring Cloud Data Flow is a toolkit for building data integration and real-time data processing pipelines.
Pipelines consist of Spring Boot apps, built using the Spring Cloud Stream or Spring Cloud Task microservice frameworks. This makes Spring Cloud Data Flow suitable for a range of data processing use cases, from import/export to event streaming and predictive analytics. Use Spring Cloud Data Flow to connect your Enterprise to the Internet of Anything—mobile devices, sensors, wearables, automobiles, and more.

VMware

Sample Customers

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

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Find out what your peers are saying about Perforce, Broadcom, Informatica and others in Test Data Management. Updated: May 2025.

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