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Cloudera Data Platform vs Semarchy xDM 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) (4th), AI Data Analysis (5th)
Semarchy xDM
Ranking in Cloud Master Data Management (MDM)
5th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
3
Ranking in other categories
Master Data Management (MDM) Software (6th)
 

Mindshare comparison

As of October 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Cloudera Data Platform is 4.2%, up from 1.0% compared to the previous year. The mindshare of Semarchy xDM is 11.8%, up from 7.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Master Data Management (MDM) Mindshare Distribution
ProductMindshare (%)
Semarchy xDM11.8%
Cloudera Data Platform4.2%
Other84.0%
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.
Syed-Hasan - PeerSpot reviewer
Director at Inspiring Software
Quick MVP development facilitated by low-code data management
Semarchy xDM's unique selling point is its quick turnover time, allowing for the rapid development of a proof of concept or minimum viable product. Its low-code approach, essentially a wrapper for SQL, enables easy and quick development. The core features include validation business rules, deduplication, merging, and consolidation from multiple sources.

Quotes from Members

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

Pros

"It is one of the better technology in terms of Hadoop."
"We have successfully ported a Microsoft SSIS product application into Hadoop, that saved millions of dollars for the company and, at the same time, they are getting better performance."
"There’s not only one, the all-stack of Hadoop is valuable, the distributed file system HDFS, Spark, Kafka, HBase, etc. Hortonworks has certainly got the most up-to-date version of each component of Hadoop."
"Ambari Web UI: user-friendly."
"Customer service is great."
"Hortonworks has allowed my organization to increase the amount of data that we regularly store from sensor data and weblogs, which in turn gives us a greater scope of data to analyze."
"Its flexibility is the most valuable feature because you can leverage any Hadoop component and take full advantage of its open source capabilities."
"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."
"You get a big bang for the buck with Semarchy."
"Semarchy xDM's unique selling point is its quick turnover time, allowing for the rapid development of a proof of concept or minimum viable product."
"Their documentation is excellent."
"The flexibility of Semarchy xDM allows for possible deployment on-premises, in the cloud, or both."
 

Cons

"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."
"Almost every part of the Hadoop ecosystem has its problems and bugs."
"Initially, we went with Cloudera due to it being a popular choice in the market, etc, then realized it was bad choice."
"I have not seen enough innovation in Cloudera Data Platform, particularly in support for machine learning."
"It needs to be quicker and to have the ability to automate deployment on multiple nodes."
"We have had problems with the backup and with services that require a disaster site."
"The cost of the solution is high and there is room for improvement."
"Hive performance. If Hive performance increased, Hadoop would replace (not everywhere) traditional databases (Oracle/Teradata, etc.), which would save a lot of money for the company."
"There is room for improvement in the developer experience, particularly for those who are SQL proficient, as having more direct access would be beneficial."
"They need to make the workflow more enhanced or dynamic in its functionality."
"There is room for improvement in terms of local support."
 

Pricing and Cost Advice

"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."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
13%
Financial Services Firm
10%
Comms Service Provider
10%
Construction Company
9%
Financial Services Firm
13%
Outsourcing Company
10%
Computer Software Company
8%
Manufacturing Company
6%
 

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 ...
What is your experience regarding pricing and costs for Semarchy xDM?
The pricing model is based on the number of golden records. It is considered reasonable to good compared to other products that might be more expensive.
What needs improvement with Semarchy xDM?
There is room for improvement in the developer experience, particularly for those who are SQL proficient, as having more direct access would be beneficial. Additionally, configuring Semarchy xDM re...
What is your primary use case for Semarchy xDM?
The primary use case of Semarchy xDM is as a data management tool, specifically for master data management and reference data. It provides a platform to standardize information during mergers and a...
 

Also Known As

No data available
Semarchy Intelligent MDM
 

Overview

 

Sample Customers

Information Not Available
DiamondStream, Oakley, Araymond, EBU/Eurovision, Groupe Roullier, BOSE, Chipotle Mexican Grill, Putnam Investments, BAE Systems, Mundi Pharma, Merck, Elsevier, CMA CGM
Find out what your peers are saying about Cloudera Data Platform vs. Semarchy xDM and other solutions. Updated: September 2026.
917,433 professionals have used our research since 2012.