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Cloudera Data Platform vs Stibo STEP MDM comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jan 18, 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

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) (5th), AI Data Analysis (5th)
Stibo STEP MDM
Ranking in Cloud Master Data Management (MDM)
8th
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of September 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Cloudera Data Platform is 4.1%, up from 0.9% compared to the previous year. The mindshare of Stibo STEP MDM is 5.4%, down from 8.0% 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%
Stibo STEP MDM5.4%
Other90.5%
Cloud Master Data Management (MDM)
 

Featured Reviews

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.
RahulSoni - PeerSpot reviewer
Senior Data Consultant at Simple MDG
Modular design, product-based MDM and easy to setup
Stibo is a great product if you want to utilize it in product-based MDM. Customer-base, they are still growing, but product-base is fine because every single time you have to create hierarchies in the product and not care about all the other stuff. But the major thing is the hierarchy, at which particular type that product is and what that product does, how it looks, what is the catalog, what are the relationships with other stuff. So, from that note, Stibo is great. Around 20 to 25 people were there when I was on a particular project. I knew around 20 to 25 people who knew Stibo MDM and were part of it.

Quotes from Members

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

Pros

"Cloudera Data Platform has significantly improved our data management."
"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."
"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."
"Hortonworks should not be expensive at all to those looking into using it."
"Its flexibility is the most valuable feature because you can leverage any Hadoop component and take full advantage of its open source capabilities."
"It's the one and only complete open source big data platform Ambari-managed admin configuration for HDFS, YARN, Hive, HBase, etc."
"The most valuable part of this product is what Cloudera Data Science Workbench can do as a whole for modeling and analysis."
"Cloudera Data Platform has positively impacted our organization by reducing overall manual intervention, requiring fewer efforts and resources to build a big data cluster compared to traditional methods."
"The second feature I love is its modular design, where you can create a certain number of entities and create hierarchical entities."
"The solution is very feature-rich out of the box, it's highly customizable and configurable, and the way you can build workflows and business rules is very powerful."
"The match engine and the BPM solution are very good and are satisfying us right now."
"It's very user friendly, and we can do everything in one place."
"It's powerful and it's stable."
"Data profiling allows us to recognize values from our upstream applications. It helps us place limits on the creation of new data domains to organize the ecosystem. The golden record, crucial for downstream applications, ensures data integrity and consistency."
 

Cons

"Almost every part of the Hadoop ecosystem has its problems and bugs."
"I work a lot with banking, IT and communications customers. Hortonworks must improve or must upgrade their services for these sectors."
"We have had problems with the backup and with services that require a disaster site."
"Scalability of Cloudera Data Platform is very good and scalable in public cloud. However, it is not as scalable on on-premises private cloud, which adds considerable cost."
"Security- Although they support Knox and Ranger and Kerberos, they are still missing attribute-level encryption features."
"Customer Service: It's fairly low customer service. Technical Support: It's fairly low technical support."
"The setup of Hadoop was easy thanks to Ambari, but installing the security components was complex."
"That said, there’s still room for improvement in integration speed and UI responsiveness, especially when managing large clusters or hybrid deployments."
"It took three or four times the amount of time we expected it to."
"The customer service and support were a little adamant about giving workarounds rather than accepting that something was not working correctly."
"There is scope for improvement with regard to the UI. Also, some options that are used regularly should be on the front page so that the user does not have to dig deep to find them."
"The initial setup is complex."
"There is scope for improvement with regard to the UI."
"The search feature for searching internal records could be improved."
"In terms of stability, integration using APIs is not that stable. We are having some problems with its ability to integrate with the platform through APIs."
"The analytics module can be improved. It is a self-service solution for creating new reports and submitting visions to bring more data to the CEO table."
 

Pricing and Cost Advice

"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"
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
13%
Construction Company
10%
Financial Services Firm
9%
Outsourcing Company
9%
Retailer
15%
Manufacturing Company
14%
Financial Services Firm
10%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise7
Large Enterprise26
No data available
 

Questions from the Community

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 ...
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Overview

 

Sample Customers

Information Not Available
Sears Canada, Best Buy, Oriental Trading
Find out what your peers are saying about Cloudera Data Platform vs. Stibo STEP MDM and other solutions. Updated: September 2026.
913,683 professionals have used our research since 2012.