No more typing reviews! Try our Samantha, our new voice AI agent.

Boomi Data Hub vs Cloudera Data Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 2026

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 Data Hub
Ranking in Cloud Master Data Management (MDM)
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)
6th
Average Rating
7.6
Reviews Sentiment
5.5
Number of Reviews
37
Ranking in other categories
Data Management Platforms (DMP) (4th), AI Data Analysis (6th)
 

Mindshare comparison

As of June 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Boomi Data Hub is 4.4%, up from 2.0% compared to the previous year. The mindshare of Cloudera Data Platform is 3.7%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Master Data Management (MDM) Mindshare Distribution
ProductMindshare (%)
Cloudera Data Platform3.7%
Boomi Data Hub4.4%
Other91.9%
Cloud Master Data Management (MDM)
 

Featured Reviews

John Posthuma - PeerSpot reviewer
Director of DPA at Partou
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.
T Sarwar - PeerSpot reviewer
Data architect at SentientAI, Karachi
Has enabled efficient big data processing and querying but remains complex to manage and configure
Cloudera Data Platform should use fewer tools and remove the complexity between them. It should make it easier for the end user to change the configuration and understand it better. The UI tool for jobs in Cloudera Data Platform can be improved to provide a proper image of ETL jobs and detailed consolidated graphs to monitor Spark-based Hue jobs.

Quotes from Members

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

Pros

"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."
"Boomi AtomSphere Master Data Hub offers features like unified data models, data security, and compliance, and we have tested data models that enable us to train LLM models for specific use cases."
"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."
"Being at the center of the various data silos within customer systems provides an easy way to implement a scalable and secure master data management hub as a service."
"The most valuable features of Boomi AtomSphere Master Data Hub are the ability to do data integrations, APM Management, MDM, and data catalog."
"The data migration worked for us and serves the purpose that we need."
"Boomi AtomSphere Master Data Hub is a real integration tool that offers powerful and helpful features, with data synchronization capabilities that provide benefits for all my integration needs along with notable time, money, and resource savings."
"The most valuable feature of this solution is that it seems to be more of a drag and drop interface."
"The best features Cloudera Data Platform offers are the processing power with Spark and the distributed data storage, HDFS, which helps us handle massive volumes of data."
"Hortonworks is 100% Open Source."
"With it, we have faster processing times for our apps."
"Cloudera Data Platform has impacted my organization positively in many ways, especially for banking customers, by providing a robust capability to handle structured and unstructured data via features like PDF extraction and speech-to-text conversion for analytics."
"Hadoop/Cloudera is still much cheaper than Oracle's RDBM system, if you want to handle a huge amount of data and make complex analytics."
"It has helped our organisation cater to clients who are using Big Data for data storage and analysis combined with our security product."
"Open-source Big community"
"The Hortonworks solution is very stable, it works as a production system without any error and without any downtime and if I have downtime, it is mostly caused by the hardware of the computers."
 

Cons

"We have problems in some scenarios where there are messages in the queue and would require some support."
"There could be improvements in integrating more features with Microsoft Azure."
"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."
"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."
"Cloudera Data Platform can be improved by addressing the feasibility of using it in the cloud; there are some complexities around the components used in cloud by Cloudera Data Platform that are not really convenient."
"Cloudera Data Platform could improve by innovating more in terms of full-fledged support for AI workloads, enriching machine learning or LLM, as there haven't been updates in that aspect over the last one and a half years."
"We face downtime and reliability issues many times a week with Cloudera Data Platform because it is a very complex system and all configurations are managed by the end user."
"We have had problems with the backup and with services that require a disaster site."
"As this is open source, there are certain features that need tuning, such as the Hue UI."
"There have been some governance initiatives, but they are far from production ready."
"The cost of the solution is high and there is room for improvement."
"I would like to see more support for containers such as Docker and OpenShift."
 

Pricing and Cost Advice

"The price could be better. In the current market, it's expensive but worth it."
"We have a monthly subscription, which is $550 per month."
"It is priced well and it is affordable"
"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."
report
Use our free recommendation engine to learn which Cloud Master Data Management (MDM) solutions are best for your needs.
900,644 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Computer Software Company
17%
Financial Services Firm
14%
Manufacturing Company
11%
Marketing Services Firm
6%
Manufacturing Company
15%
Construction Company
11%
Financial Services Firm
11%
Marketing Services Firm
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise4
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise7
Large Enterprise26
 

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 is your experience regarding pricing and costs for Hortonworks Data Platform?
The experience with pricing, setup cost, and licensing is very good.
What needs improvement with Hortonworks Data Platform?
Areas for improvement with Cloudera Data Platform could be the initial learning curve that can be a step for teams new to big data economy systems. Platform setup and configuration require careful ...
What is your primary use case for Hortonworks Data Platform?
Cloudera Data Platform on AWS was adopted as the core enterprise data platform, covering the full data lifecycle from ingestion to analytics and advanced use cases. Cloudera Data Platform was used ...
 

Also Known As

Dell Boomi MDM
No data available
 

Overview

 

Sample Customers

LinkedIn
Information Not Available
Find out what your peers are saying about Boomi Data Hub vs. Cloudera Data Platform and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.