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Cloudera Data Platform vs ON EBX comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 5, 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)
ON EBX
Ranking in Cloud Master Data Management (MDM)
2nd
Average Rating
8.0
Reviews Sentiment
5.5
Number of Reviews
23
Ranking in other categories
Master Data Management (MDM) Software (1st)
 

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 ON EBX is 9.6%, down from 13.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Master Data Management (MDM) Mindshare Distribution
ProductMindshare (%)
TIBCO EBX9.6%
Cloudera Data Platform4.2%
Other86.2%
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.
reviewer2731320 - PeerSpot reviewer
Associate Director at a financial services firm with 10,001+ employees
Improved workflow collaboration and data flexibility enhance team efficiency, but performance and logout issues require attention
Regarding improvements or enhancements in TIBCO EBX, when it comes to 5.8 to 5.9, there was a really good feature added, which is the hyperlink. When you click on a table, you navigate to deeper tables. If there is a table with ten fields, those ten fields are taken from a second table and interrelated to a third table, you can keep clicking on each field and go deeper and deeper. To come each level above, there is a hyperlink created on the top. You just need to click on the hyperlink and keep navigating back, similar to certain websites. However, there were some drawbacks I noticed with the latest version 6, particularly in terms of performance, where in a few cases, the performance was impacted, necessitating work to get things sorted. Additionally, the logout from the application happened randomly or sometimes it wasn't logging out, which is a compliance issue since users expect to log out after a certain time. Version 6 introduced a strong filtration logic. All EBX versions have a separate section for filters that offer text search and advanced search options. In EBX 6, they enhanced the search feature deeply, including conjunctions and, or, else, allowing you to create your own logic for how you need the filter to work. They also introduced a top-level search feature, where you enter some text, and it searches the entire table. With the latest update of TIBCO EBX, there are a few issues with the workflow that need improvement. When going through a workflow, there are functionalities to upload files, and sometimes you need to attach files for evidence. That section of EBX had certain issues. We dropped the plan to switch to EBX 6 due to other technical limitations on our side. Those were a few pending items we had raised to them, and they were working on resolving them. From a usage point of view, those were the main concerns, but they introduced a good idea about the side panel. The pagination concept was introduced to navigate among different domains, and in the left panel, you have search capabilities and pagination functionality.

Quotes from Members

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

Pros

"It has helped our organisation cater to clients who are using Big Data for data storage and analysis combined with our security product."
"Its ability to scale out seamlessly with little to no effort is very valuable to us."
"The data platform is pretty neat. The workflow is also really good."
"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."
"In my experience, the best features Cloudera Data Platform offers are that all the services provided are excellent."
"Integration with other tools works well for us and we successfully scaled the solution after two to three years without any issues."
"The upgrades and patches must come from Hortonworks."
"It is a scalable platform."
"We decided to switch to TIBCO EBX because we can organize the data, and it helps manage this data for an accurate and consistent view of the physical business data."
"Now EBX does everything for me."
"The customizable data model feature of TIBCO EBX has helped in addressing the complex data requirements of our organization, as its customizability is not only limited to the UI functionality, but also provides extended functionality to use external APIs within the code on the data model level and workflow model level."
"EBX is cost-effective as it is a web-based application."
"The most valuable features of TIBCO EBX are the workflow and interface."
"The data quality is very good."
"The product is highly customizable."
"The benefits I have seen from using TIBCO EBX are quite significant."
 

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."
"It would also be nice if there were less coding involved."
"More information could be there to simplify the process of running the product."
"Hadoop, does not provide improved performance, compared to traditional RDBMS, unless processing batches in the TB-PB range, or if the Hadoop platform has significantly more resources available."
"The cost of the solution is high and there is room for improvement."
"It requires too much coding work; we're not good Java and Python developers."
"I would like to see more support for containers such as Docker and OpenShift."
"The setup of Hadoop was easy thanks to Ambari, but installing the security components was complex."
"It's a pretty steep learning curve, I find, and not really fluid and flexible."
"Currently, users can't use Plain SQL queries in TIBCO EBX."
"One aspect that could be improved in TIBCO EBX is the latency when compared with other tools. This drawback is dependent on the data volume that you have."
"The support isn't great and takes too long. And the pricing can be improved."
"We are currently using TIBCO EBX, however, we are not very happy with the performance of that tool."
"With the latest update of TIBCO EBX, there are a few issues with the workflow that need improvement. When going through a workflow, there are functionalities to upload files, and sometimes you need to attach files for evidence. That section of EBX had certain issues."
"Sometimes it is a little difficult to find an architect for certain developments. You kind of have to be like technicians to work with this product if you want to make some specific development."
"TIBCO EBX has the functionality of highly customizable models, but making changes requires going to the backend, implementing changes, and then restarting the server to affect those changes on the UI side."
 

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"
"This solution is costly compared to other products on the market, but this is due to the complete functionality that is provided. The pricing model is very straightforward, and is worked out on a pay-per- instance basis, and only applies to active instances."
"TIBCO EBX is a very expensive solution. There is an annual fee to use the solution."
"The price of TIBCO EBX is too high. The solution can only be used in a project that has good sponsorship that can afford it."
"TIBCO EBX is cheaper than Informatica."
"I'm just involved in technical, but I understand that its pricing is similar to HP so it is quite expensive."
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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
11%
Outsourcing Company
10%
Manufacturing Company
9%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise7
Large Enterprise26
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise19
 

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 needs improvement with Orchestra Networks EBX?
The support portal needs improvement. Tickets are handled by junior engineers who struggle to solve issues in a timely manner. Frequent updates to the software are necessary, yet a number of featur...
What is your primary use case for Orchestra Networks EBX?
TIBCO EBX was used by one of our clients to manage financial data. It is primarily utilized by the operational and admin teams to keep the application running 24/7. We have integrated it with SAP s...
 

Also Known As

No data available
TIBCO EBX, TIBCO MDM, Orchestra Networks EBX
 

Overview

 

Sample Customers

Information Not Available
BNL, SunGard, TUI Group, Uti Worldwide, Yellow Pages Group
Find out what your peers are saying about Cloudera Data Platform vs. ON EBX and other solutions. Updated: September 2026.
916,956 professionals have used our research since 2012.