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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)
7th
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) (3rd), AI Data Analysis (5th)
 

Mindshare comparison

As of August 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Boomi Data Hub is 4.6%, up from 1.9% compared to the previous year. The mindshare of Cloudera Data Platform is 4.1%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Master Data Management (MDM) Mindshare Distribution
ProductMindshare (%)
Cloudera Data Platform4.1%
Boomi Data Hub4.6%
Other91.3%
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."
"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."
"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 most valuable features of Boomi AtomSphere Master Data Hub are the ability to do data integrations, APM Management, MDM, and data catalog."
"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."
"The data migration worked for us and serves the purpose that we need."
"Cloudera Data Platform has significantly improved our data management."
"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."
"Hortonworks is 100% Open Source."
"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."
"Its flexibility is the most valuable feature because you can leverage any Hadoop component and take full advantage of its open source capabilities."
"My main use case for Cloudera Data Platform is to support a multi-source system with different data types, handling semi-structured, structured, and unstructured data to support those kinds of workloads."
"Cloudera Data Platform has positively impacted my organization by eliminating challenges we faced with CDH, which had not been supported for a cloud journey; in contrast, CDP allows for easy, mostly automated scalability where I can schedule job workflows, fine-tune system resource metrics, and add nodes with just a click."
"Customer service is great."
 

Cons

"There could be improvements in integrating more features with Microsoft Azure."
"We have problems in some scenarios where there are messages in the queue and would require some support."
"The reporting needs to be improved to help get more KPIs in the longterm. Now, the system keeps only three months."
"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."
"Boomi AtomSphere Master Data Hub could improve by having a ChatGPT AI tool to solve problems and develop quicker."
"It would also be nice if there were less coding involved."
"Deleting any service requires a lot of clean up, unlike Cloudera."
"A major drawback that I see with Cloudera Data Platform is that it tends to be one or two years behind the latest open-source implementation of the Apache toolkits such as Spark, Hive, and everything else, which relates to the guardrails of following compliance as the main driving factor, so that is something that could be done better on Cloudera Data Platform's side."
"The cost of the solution is high and there is room for improvement."
"More information could be there to simplify the process of running the product."
"It needs to be quicker and to have the ability to automate deployment on multiple nodes."
"Almost every part of the Hadoop ecosystem has its problems and bugs."
"As this is open source, there are certain features that need tuning, such as the Hue UI."
 

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
15%
Financial Services Firm
14%
Manufacturing Company
8%
Outsourcing Company
7%
Manufacturing Company
13%
Construction Company
11%
Financial Services Firm
9%
Comms Service Provider
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: August 2026.
909,725 professionals have used our research since 2012.