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Cloudera Data Platform vs TIBCO EBX 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)
TIBCO 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 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 TIBCO EBX is 9.6%, down from 13.0% 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 Platform4.1%
Other86.3%
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

"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."
"Its flexibility is the most valuable feature because you can leverage any Hadoop component and take full advantage of its open source capabilities."
"Hortonworks is 100% Open Source."
"Its ability to scale out seamlessly with little to no effort is very valuable to us."
"Ease of deployment and management of the Hadoop cluster are features we've found most valuable."
"The upgrades and patches must come from Hortonworks."
"The most valuable part of this product is what Cloudera Data Science Workbench can do as a whole for modeling and analysis."
"Hortonworks is the best, comparing all three flavors."
"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."
"The most valuable features of TIBCO EBX are that is a complete tool and everything can be done inside, including data governance. We are able to model everything according to the needs of the company. If the company needs five people to agree to a change in data, they can do it with TIBCO EBX. They can model it with any particular rules. Additionally, there is dynamic data modeling, simple workflows using the GUI that comes from the server."
"TIBCO EBX saves a lot of time and gives considerable flexibility to business users who might not be completely technical but can work on it in specific areas."
"The most valuable features of TIBCO EBX are the workflow and interface."
"EBX is a multi-domain product, which makes it easy to switch between domains like customer, agent, or vendor."
"The API and the data model are very valuable features."
"The match and merge features are very good."
"Nowadays there are lot of MDM tools available in market, but I would recommend Tibco MDM if good throughput is required with its integration layer."
 

Cons

"The ability to update data is an area where the product could improve."
"It's at end of life and no longer will there be improvements."
"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."
"Hortonworks is at end of life; they are not adding new things to this, so everything will be Cloudera now."
"The cost of the solution is high and there is room for improvement."
"The setup of Hadoop was easy thanks to Ambari, but installing the security components was complex."
"It needs to be quicker and to have the ability to automate deployment on multiple nodes."
"Customer Service: 3/10 Technical Support: 3/10"
"The support isn't great and takes too long. And the pricing can be improved."
"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."
"The documentation needs improvement."
"It's a pretty steep learning curve, I find, and not really fluid and flexible."
"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."
"Marketing could be improved, as EBX wasn't well-presented in Turkey."
"With a huge amount of data (multi-million rows in a table), the tool may slow down."
"Everything is updated through forms, and working with UI web forms. It's more record-based processing. It is not mass-based processing. This is one of the things that are not good for TIBCO EBX. Another problem is we cannot join tables and prepare a view where the tables are joined. Someone can code it but it is not a feature of the solution without code. You have to take data from a table, combine it with data from another table and then present it. This could be done better."
 

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 cheaper than Informatica."
"I'm just involved in technical, but I understand that its pricing is similar to HP so it is quite expensive."
"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 a very expensive solution. There is an annual fee to use the solution."
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Top Industries

By visitors reading reviews
Manufacturing Company
13%
Construction Company
10%
Financial Services Firm
9%
Outsourcing Company
9%
Financial Services Firm
11%
Outsourcing Company
10%
Manufacturing Company
8%
Energy/Utilities Company
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 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. TIBCO EBX and other solutions. Updated: September 2026.
913,806 professionals have used our research since 2012.