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Boomi AtomSphere Master Data Hub vs Cloudera Data Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 1, 2025

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

Boomi AtomSphere Master Dat...
Ranking in Cloud Master Data Management (MDM) Solutions
8th
Average Rating
8.2
Reviews Sentiment
7.8
Number of Reviews
7
Ranking in other categories
No ranking in other categories
Cloudera Data Platform
Ranking in Cloud Master Data Management (MDM) Solutions
7th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
27
Ranking in other categories
Data Management Platforms (DMP) (4th)
 

Featured Reviews

John Posthuma - PeerSpot reviewer
Strong integration and synchronization capabilities with saving time
Boomi AtomSphere Master Data Hub is a real integration tool that offers powerful and helpful features. It has data synchronization capabilities, and I have noted that it provides a benefit for all my integration needs. Additionally, there are notable benefits in terms of time savings, money savings, and resource savings for me.
Miodrag-Stanic - PeerSpot reviewer
Distributed computing improves data processing while upgrade complexity needs addressing
There are challenges with upgrading or updating various services like Spark, Impala, and Hive on on-premise and bare metal solutions. We aim to address these issues with a Kubernetes-based platform that will simplify the task of upgrading services. We also wish to implement lakehouse capabilities with Iceberg or Delta Lake frameworks.

Quotes from Members

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

Pros

"Boomi AtomSphere Master Data Hub is a real integration tool that offers powerful and helpful features."
"The most valuable feature of this solution is that it seems to be more of a drag and drop interface."
"The most valuable features of Boomi AtomSphere Master Data Hub are the ability to do data integrations, APM Management, MDM, and data catalog."
"We use the administrator to create different interfaces. We developed APIs for specific applications like data validation between systems. We have our own product and base it on the Boomi interfaces that generate this type of data validation."
"The most valuable feature is that it's very easy to develop the processes and we have been using it for a long time. At that time, no other tool was available, and it was the best product. When we first got it, I don't think it was a Dell product back then. We upgraded to the cloud last year. Today, it's still the best because it's very user-friendly, and the user interface is also very user-friendly. We can easily develop the processes quickly."
"The product offers a fairly easy setup process."
"We use it for data science activities."
"Now, using this solution, it is much cheaper to have all of the data available for searching, not in real-time, but whenever there is a pending request."
"The scalability is the key reason why we are on this platform."
"Ranger for security; with Ranger we can manager user’s permissions/access controls very easily."
"It is a scalable platform."
"The upgrades and patches must come from Hortonworks."
"The Hortonworks solution is so stable. It is working as a production system, without any error, without any downtime. If I have downtime, it is mostly caused by the hardware of the computers."
 

Cons

"The reporting needs to be improved to help get more KPIs in the longterm. Now, the system keeps only three months."
"Boomi AtomSphere Master Data Hub could improve by having a ChatGPT AI tool to solve problems and develop quicker."
"We have problems in some scenarios where there are messages in the queue and would require some support."
"The price could be better. It would also be better if they stopped changing the icons every six months. Whenever they change it, users have to adapt to them again."
"There could be improvements in integrating more features with Microsoft Azure."
"I would like to see more support for containers such as Docker and OpenShift."
"The cost of the solution is high and there is room for improvement."
"Security and workload management need improvement."
"More information could be there to simplify the process of running the product."
"The version control of the software is also an issue."
"It's at end of life and no longer will there be improvements."
"Since Cloudera acquired HDP, it's been bundled with CBH and HDP. However, the biggest challenge is cloud storage integration with Azure, GCP, and AWS."
"The initial setup may take several hours or days, depending on the challenges faced during installation. It's not always a smooth process due to potential complexities."
 

Pricing and Cost Advice

"We have a monthly subscription, which is $550 per month."
"The price could be better. In the current market, it's expensive but worth it."
"Currently, we are using the product in a sandbox environment, and there is no licensing. We might choose a licensing option once we get the results."
"It is priced well and it is affordable"
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Top Industries

By visitors reading reviews
Computer Software Company
28%
Manufacturing Company
9%
Healthcare Company
9%
Financial Services Firm
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What is your experience regarding pricing and costs for Boomi AtomSphere Master Data Hub?
The pricing of Boomi AtomSphere Master Data Hub seems reasonable compared to competitors like Informatica and other products. Most of these solutions are SaaS-based and cloud-native, making them co...
What needs improvement with Boomi AtomSphere Master Data Hub?
One challenge we face is the effort required in data preparation before using MDM ( /categories/master-data-management-mdm-software ) capabilities. A feature to facilitate data preparedness, such a...
What is your primary use case for Boomi AtomSphere Master Data Hub?
We are evaluating Boomi AtomSphere Master Data Hub ( /products/boomi-atomsphere-master-data-hub-reviews ) in terms of its features, especially from unified data models, data security, and complianc...
What do you like most about Hortonworks Data Platform?
Distributed computing, secure containerization, and governance capabilities are the most valuable features.
What is your experience regarding pricing and costs for Hortonworks Data Platform?
The pricing model for Cloudera Data Platform is complex and has increased significantly compared to CDH. Initially, CDH had a straightforward pricing model based on nodes, but CDP includes factors ...
What needs improvement with Hortonworks Data Platform?
Cloudera Data Platform should include additional capabilities and features similar to those offered by other data management solutions like Azure ( /products/microsoft-azure-reviews ) and Databrick...
 

Also Known As

Dell Boomi MDM
No data available
 

Overview

 

Sample Customers

LinkedIn
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Find out what your peers are saying about Boomi AtomSphere Master Data Hub vs. Cloudera Data Platform and other solutions. Updated: June 2025.
859,129 professionals have used our research since 2012.