

Find out in this report how the two Data Virtualization solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
It provides a positive return on investment for those who can connect multiple data sources and make data-driven decisions easily.
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.
I have seen a return on investment, which showed up in improved customer satisfaction scores.
We've reduced costs by 20 to 25% and improved our time efficiency by 50 to 70%.
They have a good methodology for learning how to use the tool.
Denodo's customer support team is very competent and responsive.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
It has been consistent, and whenever we raise a ticket, we get prompt answers.
The response was quick.
Helix has the features it offers, the scalability solutions it offers, and the support it provides.
For huge data requests, it cannot scale automatically; admin action is required.
Denodo's scalability comes into play specifically when there is data transfer.
My client has almost 100 million records, and the performance was impacted in a way that required optimization.
The security and everything was straightforward.
Perforce Delphix's scalability works well on a much lower scale, where we have small and medium-sized databases, more than 100 to 150.
I would rate it nine out of ten because it is very reliable, always performing as expected.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Denodo is stable and good.
Perforce Delphix is stable and highly scalable for mid and enterprise-level solutions.
Ensuring data caching is up to date is critical.
Denodo needs better communication on how the product can be deployed for specific solutions.
The system has dependencies on other environments, like JVM, which can affect its performance.
Focus mostly on Identity Access Management for Perforce, as the market is heading toward IAM, and it has become mandatory.
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.
The initial implementation learning curve could be improved, as it is challenging for newcomers to navigate.
For small companies, it's not a solution that most small companies can afford.
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
I felt the pricing was a little higher at that time, which is what I heard from my boss.
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.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
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.
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.
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 (%) |
|---|---|
| Denodo | 21.4% |
| TIBCO Data Virtualization | 17.6% |
| SAS Federation Server | 13.3% |
| Other | 47.7% |
| Product | Mindshare (%) |
|---|---|
| Perforce Delphix | 20.4% |
| Broadcom Test Data Manager | 13.3% |
| BMC AMI DevX | 11.1% |
| Other | 55.199999999999996% |

| Company Size | Count |
|---|---|
| Small Business | 16 |
| Midsize Enterprise | 6 |
| Large Enterprise | 21 |
| Company Size | Count |
|---|---|
| Small Business | 10 |
| Midsize Enterprise | 2 |
| Large Enterprise | 14 |
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.
Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.
Denodo Features
At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:
Denodo Benefits
Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:
Reviews from Real Users
Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.
Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.
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.
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