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Denodo vs Perforce Delphix comparison

 

Comparison Buyer's Guide

Executive Summary

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
6.5
Denodo boosts ROI by enabling rapid reporting, improving decision-making, and streamlining data integration for enhanced efficiency and customer satisfaction.
Sentiment score
6.1
Perforce Delphix users experience cost and time savings, with ROI varying from $1M annually to significant time efficiencies.
It provides a positive return on investment for those who can connect multiple data sources and make data-driven decisions easily.
Information Technology Manager at Lockheed Martin
If you don't need to write a whole ETL to make the data virtualization, you need way fewer people to write a query instead of writing an ETL pipeline.
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
I have seen a return on investment, which showed up in improved customer satisfaction scores.
Quality Engineering Lead at a logistics company with 51-200 employees
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
6.9
Denodo support is responsive and helpful, but some users face delays in bug resolution and unfriendliness in the portal.
Sentiment score
7.8
Perforce Delphix support is responsive and knowledgeable, excelling in SQL and Oracle but less so in MongoDB.
They have a good methodology for learning how to use the tool.
Data Architecture and Engineering Specialist at coprocenva
Denodo's customer support team is very competent and responsive.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
Principal Architect at a manufacturing company with 10,001+ employees
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
7.1
Denodo effectively scales across organizations, managing many users and data sources, but performance may vary with automation and configuration.
Sentiment score
6.9
Perforce Delphix effectively scales for diverse environments, handles workloads efficiently, and integrates easily, ensuring high user satisfaction.
For huge data requests, it cannot scale automatically; admin action is required.
Principal Architect at a manufacturing company with 10,001+ employees
Denodo's scalability comes into play specifically when there is data transfer.
Quality Engineering Lead at a logistics company with 51-200 employees
My client has almost 100 million records, and the performance was impacted in a way that required optimization.
Data Consultant at IT-Bots
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
7.0
Denodo is stable and reliable in production, with minor issues, praised for robustness but needs technical expertise for optimization.
Sentiment score
8.4
Perforce Delphix is highly reliable, efficiently supports critical operations, and receives strong user confidence for its robust performance.
I would rate it nine out of ten because it is very reliable, always performing as expected.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Technology Leader at eTCaaS
Denodo is stable and good.
Data Engineer at a consultancy with 11-50 employees
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

Denodo should expand markets, improve UI and integration, address performance issues, and enhance support and documentation.
Perforce Delphix needs better integration with SAP HANA and Salesforce, improved features, cloud support, and enhanced data handling.
Ensuring data caching is up to date is critical.
Director Software Engineer at a computer software company with 10,001+ employees
Denodo needs better communication on how the product can be deployed for specific solutions.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
The system has dependencies on other environments, like JVM, which can affect its performance.
Technology Leader at eTCaaS
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

Denodo pricing is high, suitable for larger enterprises, with variable costs and value-enhancing features, seen as fair by many.
Perforce Delphix pricing can be high, with costs influenced by data volume, but offers potential ROI and discounts.
For small companies, it's not a solution that most small companies can afford.
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
Technology Leader at eTCaaS
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

Denodo excels in data integration, virtualization, governance, and scalability, enhancing user experience with API and query optimizations.
Perforce Delphix offers virtualization, masking, and cloud integration, ensuring data efficiency, user-friendly management, and secure, cost-effective solutions.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
Director Software Engineer at a computer software company with 10,001+ employees
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
Denodo supports SQL base, so if you want to join two tables or two views, you can use SQL, which is an advantage as most developers or business people know SQL.
Principal Architect at a manufacturing company with 10,001+ employees
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

Denodo
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
42
Ranking in other categories
Data Integration (7th), Data Virtualization (1st), Cloud Data Integration (8th), Data Management Platforms (DMP) (3rd), AI Data Analysis (2nd)
Perforce Delphix
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
34
Ranking in other categories
Test Data Management (1st), Copy Data Management (1st), Data Masking (1st)
 

Mindshare comparison

Denodo and Perforce Delphix aren’t in the same category and serve different purposes. Denodo is designed for Data Virtualization and holds a mindshare of 22.1%, down 40.7% compared to last year.
Perforce Delphix, on the other hand, focuses on Test Data Management, holds 17.5% mindshare, down 27.9% since last year.
Data Virtualization Mindshare Distribution
ProductMindshare (%)
Denodo22.1%
SAP HANA14.5%
TIBCO Data Virtualization14.1%
Other49.3%
Data Virtualization
Test Data Management Mindshare Distribution
ProductMindshare (%)
Perforce Delphix17.5%
Broadcom Test Data Manager13.9%
BMC AMI DevX12.2%
Other56.400000000000006%
Test Data Management
 

Featured Reviews

Patel-Dhulva - PeerSpot reviewer
Information Technology Manager at Lockheed Martin
Data virtualization has unified siloed sources and now supports real-time decisions
The best features Denodo offers stand out to me as the ability to develop REST web services fast and easily, create and combine new views, integrate different sources of data, and connect with other tools seamlessly. When I mention fast and easy creation of views and integration, I love the agile data provisioning and integration, where Denodo provides a comprehensive set of capabilities for implementing logical data integration, management, and delivery, which in turn enables agile data analytics and an informed decision-making process to be smooth. I also appreciate the performance optimization with AI, which improves performance optimization through the integration of artificial intelligence capabilities. Furthermore, I appreciate the unified security and governance, where it addresses the need for an organization to effectively manage security, data privacy, and data protection easily, offering a centralized platform that allows the application of governance policies and fine-grained security controls. Another feature I would add about Denodo is that it also provides a single point of control where we can establish security controls over the entire infrastructure and gain visibility into all our data assets. Denodo has positively impacted my organization as since we started using this tool, it has been very helpful because it is a huge advantage that we can connect to many different databases to provide data rapidly and accurately and also gain insights, which helps us to make data-driven decisions easily. It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues more accurately. Through data insights from Denodo, we have been able to improve our decision making, which helps to better communication between the stakeholders thanks to the real-time experience. It also saves a lot of time.
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
21%
Manufacturing Company
14%
Energy/Utilities Company
6%
Government
6%
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 Business17
Midsize Enterprise6
Large Enterprise20
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise2
Large Enterprise26
 

Questions from the Community

Does Denodo provide useful data virtualization education? Is it useful to attend their training?
If you are a Denodo user, it makes sense to undergo their training. Different types of professionals can benefit from it, including administrators, developers, and architects. If you are keen on i...
In experience, what might Denodo be lacking or need improvement on?
I like Denodo a lot. It offers quick and easy web service deployment within minutes. There are not any flaws that I think make the product less good or effective. The only thing I can point out is...
Which industries can benefit from Denodo the most?
Denodo is suitable for pretty much all sectors that deal with: Big data Cloud solutions Data governance Logical data fabric Master data management In my opinion, organizations in different fields...
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

Denodo for AWS
No data available
 

Overview

 

Sample Customers

Autodesk, VHA, AAA, Sumitomo Mitsui Trust Bank, Caterpillar, European Chemical Agency, Seagate, Nationwide, Time Warner Cable, Pantex, Inditex, BNSF Railways, Vodafone, CIT Group, Jazztel, Wolters Kluwer, Telefonica, TransAlta
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