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Boomi Data Hub vs Cloudera Data Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 12, 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 Data Hub
Ranking in Cloud Master Data Management (MDM)
9th
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)
8th
Average Rating
7.6
Reviews Sentiment
5.5
Number of Reviews
37
Ranking in other categories
Data Management Platforms (DMP) (4th), AI Data Analysis (12th)
 

Mindshare comparison

As of January 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Boomi Data Hub is 3.1%, up from 2.1% compared to the previous year. The mindshare of Cloudera Data Platform is 1.7%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Master Data Management (MDM) Market Share Distribution
ProductMarket Share (%)
Cloudera Data Platform1.7%
Boomi Data Hub3.1%
Other95.2%
Cloud Master Data Management (MDM)
 

Featured Reviews

Rav Bangalore - PeerSpot reviewer
GenAI Strategist at Wipro Limited
Unifying separate data systems for AI enablement and ensuring data security
One challenge we face is the effort required in data preparation before using MDM capabilities. A feature to facilitate data preparedness, such as data cleansing and template suggestions to minimize effort by stakeholders, would be helpful. Enterprises today have scattered data, and unifying this data with ease would be beneficial.
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

"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 most valuable feature of this solution is that it seems to be more of a drag and drop interface."
"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 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 is a real integration tool that offers powerful and helpful features."
"Cloudera Data Platform proved to be a highly reliable and powerful solution capable of supporting complex enterprise use cases on AWS with strong governance and scalability."
"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."
"Cloudera Data Platform is a perfect tool to manage such vast amounts of big data, store it properly, query it, and move it from one end to another."
"We use it for data science activities."
"The data platform is pretty neat. The workflow is also really good."
"The product offers a fairly easy setup process."
"Ambari Web UI: user-friendly."
"Cloudera Data Platform has impacted my organization positively by providing cost-saving benefits, which is the North Star because of which we have shifted to it."
 

Cons

"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."
"We have problems in some scenarios where there are messages in the queue and would require some support."
"Boomi AtomSphere Master Data Hub could improve by having a ChatGPT AI tool to solve problems and develop quicker."
"The reporting needs to be improved to help get more KPIs in the longterm. Now, the system keeps only three months."
"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."
"It would also be nice if there were less coding involved."
"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."
"More information could be there to simplify the process of running the product."
"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."
"Hive performance. If Hive performance increased, Hadoop would replace (not everywhere) traditional databases."
"I have not seen enough innovation in Cloudera Data Platform, particularly in support for machine learning."
"It's at end of life and no longer will there be improvements."
 

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."
"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
20%
Manufacturing Company
15%
Legal Firm
10%
Healthcare Company
8%
Manufacturing Company
10%
Performing Arts
10%
Financial Services Firm
9%
Transportation Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise3
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: December 2025.
881,114 professionals have used our research since 2012.