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Cloudera Data Platform vs Cloudera Distribution for Hadoop comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 1, 2025

Review summaries and opinions

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

ROI

Sentiment score
5.6
Organizations reported mixed ROI with Cloudera Data Platform, with some achieving significant returns and others still evaluating results.
Sentiment score
6.1
Assessing ROI from Cloudera for Hadoop varies, with significant value seen in 30 use cases across departments.
 

Customer Service

Sentiment score
6.6
Cloudera Data Platform support experiences vary, with mixed reviews for technical support and praise for paid assistance and direct engineer interaction.
Sentiment score
6.7
Cloudera's customer support is praised for responsiveness and efficiency, despite occasional challenges with less experienced consultants.
The technical support is quite good and better than IBM.
 

Scalability Issues

Sentiment score
6.5
Cloudera Data Platform is scalable and reliable but faces competition from Hortonworks and Azure for broader scaling capabilities.
Sentiment score
7.6
Cloudera Distribution for Hadoop is scalable, supporting large deployments and user bases despite challenges in cloud scalability and cost.
 

Stability Issues

Sentiment score
7.1
Cloudera Data Platform is stable with support, despite occasional bugs, upgrade issues, and data storage instability concerns.
Sentiment score
7.5
Cloudera Distribution's stability is debated; some experience issues, while others find it reliable, rating it 8-10 out of 10.
 

Room For Improvement

Cloudera Data Platform needs improvements in usability, security, performance, cost, cloud integration, and community support for better efficiency.
Cloudera Distribution for Hadoop struggles with performance, integration, security, and cost, needing enhancements in multiple facets and technologies.
Integrating with Active Directory, managing security, and configuration are the main concerns.
 

Setup Cost

Cloudera Data Platform provides scalable and cost-effective data management, with a mix of free and paid options based on node usage.
Cloudera Distribution for Hadoop is costly, complex, suitable for large enterprises, and offers a 60-day free trial.
It can be deployed on-premises, unlike competitors' cloud-only solutions.
 

Valuable Features

Cloudera Data Platform offers scalable, user-friendly management with secure, integrated tools and a strong community-supported infrastructure.
Cloudera Distribution for Hadoop excels with robust features, security, scalability, AI support, and strong community, surpassing competitors.
This is the only solution that is possible to install on-premise.
 

Categories and Ranking

Cloudera Data Platform
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
25
Ranking in other categories
Cloud Master Data Management (MDM) Solutions (10th), Data Management Platforms (DMP) (7th)
Cloudera Distribution for H...
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
50
Ranking in other categories
Hadoop (2nd), NoSQL Databases (8th)
 

Featured Reviews

Prashant  Singh - PeerSpot reviewer
A good technology with an easy setup but is at end of life
The solution is fairly simple to set up. It's not too complex or difficult. If you know the solution, it's easy. However, there is a learning curve. If you don't know anything about it, it can be more complex. You can typically deploy it within a week. We have five or six people capable of handling a deployment.
Rok Dolinsek - PeerSpot reviewer
Enables on-premise implementation with powerful data processing capabilities
This is the only solution that is possible to install on-premise. Cloudera provides a hybrid solution that combines compute on cloud or on-premises. It includes all machine learning algorithms in the Spark machine learning library. All functionalities needed for a big data platform and ETL are on the platform, eliminating the need for other tools. It is scalable, ready for vertical scaling, and very powerful, offering numerous functionalities and configurations for generative AI.
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
25%
Computer Software Company
15%
Educational Organization
12%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Hortonworks Data Platform?
Distributed computing, secure containerization, and governance capabilities are the most valuable features.
What is your experience regarding pricing and costs for Hortonworks Data Platform?
I haven't done a price analysis specifically for HDP. However, when it was first introduced as Hadoop 2.0, there were a few use cases where the price was quite high. It was particularly expensive f...
What needs improvement with Hortonworks Data Platform?
Since Cloudera acquired HDP, it's been bundled with CBH and HDP. However, the biggest challenge is cloud storage integration with Azure, GCP, and AWS. These platforms offer competitive storage solu...
What do you like most about Cloudera Distribution for Hadoop?
The tool can be deployed using different container technologies, which makes it very scalable.
What is your experience regarding pricing and costs for Cloudera Distribution for Hadoop?
The price for Cloudera is average, yet it is very good compared to other solutions. It can be deployed on-premises, unlike competitors' cloud-only solutions.
What needs improvement with Cloudera Distribution for Hadoop?
It is quite complicated to configure and install. Integrating the platform into an information system is always a challenge, especially when starting with on-premise implementation. Integrating wit...
 

Overview

 

Sample Customers

Information Not Available
37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
Find out what your peers are saying about Informatica, Palantir, Oracle and others in Data Management Platforms (DMP). Updated: March 2025.
845,040 professionals have used our research since 2012.