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Cloudera Distribution for Hadoop vs Datameer comparison

 

Comparison Buyer's Guide

Executive Summary

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 Distribution for H...
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
51
Ranking in other categories
Hadoop (2nd), NoSQL Databases (9th)
Datameer
Average Rating
7.2
Number of Reviews
4
Ranking in other categories
BI on Hadoop (3rd)
 

Mindshare comparison

Cloudera Distribution for Hadoop and Datameer aren’t in the same category and serve different purposes. Cloudera Distribution for Hadoop is designed for Hadoop and holds a mindshare of 14.4%, down 23.3% compared to last year.
Datameer, on the other hand, focuses on BI on Hadoop, holds 12.1% mindshare, up 7.3% since last year.
Hadoop Mindshare Distribution
ProductMindshare (%)
Cloudera Distribution for Hadoop14.4%
Apache Spark14.2%
Amazon EMR10.0%
Other61.4%
Hadoop
BI on Hadoop Mindshare Distribution
ProductMindshare (%)
Datameer12.1%
AtScale Adaptive Analytics (A3)21.0%
JethroData18.2%
Other48.7%
BI on Hadoop
 

Featured Reviews

SA
Head of Advaced Analytics & Intelligence; AGM at Alinma Bank
Integration of multiple features supports data analytics and processing
Cloudera Distribution for Hadoop provides numerous features and capabilities combined into one platform.The solution offers power processing and supports different file systems and query engines. It provides parallel processing for handling many requests. The platform includes role-based access control in Cloudera Distribution for Hadoop. It secures the data itself and provides users with different roles and privileges.
it_user357459 - PeerSpot reviewer
Hadoop Developer at a tech services company with 10,001+ employees
It helps to onboard and enrich data quickly as it does not involve writing scripts or queries, but the transformation functions can be more mature.
The most valuable feature are the data transformation functions in the workbook It helps to onboard and enrich data quickly as it does not involve writing scripts or queries. Maintenance is easy. We would like to have more inbuilt connections to different types of sources. The transformation…

Quotes from Members

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

Pros

"The features I find most valuable is that the solution is that it is easy to install and to work with. It starts with the installation and from there on the management is very simple and centralized."
"We experienced many issues when we started working with Hadoop 3.0 in the Cloudera 6.0 version, so there are a lot of things that need to improve. I believe they are working on that."
"After Hadoop implementation they are getting confidence that now analysis is more appropriate and fast."
"Cloudera is a very manageable solution with good support."
"The search function is the most valuable aspect of the solution."
"The solution's most valuable feature is the enterprise data platform."
"Cloudera, as a whole, is designed to provide organizations with solutions for big data."
"It made Hadoop easy to use and made it easy to get started."
"Customer Service: It's very good."
"The most valuable feature are the data transformation functions in the workbook."
"The built-in smart analytic tools are the most valuable features for me."
"Datameer has around 400 inbuilt functions that are very useful for any beginner and also it has a good visualization which helps end user to see that how the trend is showing."
 

Cons

"On same ground I didn't see much training materials from Cloudera."
"The solution does not support multiple languages very well and this means users need to create work-arounds to implement some solutions."
"The areas of improvement depend on the scale of the project. For banking customers, security features and an essential budget for commercial licenses would be the top priority. Data regulation could be the most crucial for a project with extensive data or an extra use case."
"The only thing that needs improvement is the cost, it's a very expensive solution and one of the main reasons companies are not attracted to the product."
"The initial setup of Cloudera is difficult."
"It is quite complicated to configure and install."
"The Cloudera training has deteriorated significantly."
"The tool doesn't support reporting, and relational databases are still the major source of reporting data. Apache Iceberg will be launched soon within the Cloudera cluster for analytical purposes. The Cloudera Machine Learning aspect could be tuned and enhanced to enable us to host some predictive analytics machine learning and AI use cases."
"Although this tool is very good, it has some limitations that I think could be removed in later versions."
"When I run the single license on my MacBook Pro, the memory space can be an issue."
"It needs better integration with other enterprise technologies out of the box."
"It is a good tool from an analysis perspective, but is not suitable for IT."
 

Pricing and Cost Advice

"The price could be better for the product."
"The tool is expensive...For the SMB market or customers whose environments are not that complex and do not have multiple systems running, Cloudera might not be a good option."
"The tool is not expensive."
"Cloudera requires a license to use."
"It is an expensive product."
"I wouldn't recommend CDH to others because of its high cost."
"The price is very high. The solution is expensive."
"When comparing with Oracle Sybase and SQL, it's cheaper. It's not expensive."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Construction Company
9%
Outsourcing Company
9%
Marketing Services Firm
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise9
Large Enterprise32
No data available
 

Questions from the Community

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?
If they could support modifying the data more easily than the current implementation, it would be beneficial.
What is your primary use case for Cloudera Distribution for Hadoop?
We use Cloudera Distribution for Hadoop for many use cases including analytics, storing huge data sets, and various data processing tasks.
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Overview

 

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
Trustev, DetroitCrime Commission, Sears, Visa, citi, vivint, workday, Kabam, USA Olympic Team, CDW, BT, at&t, Bank of America, NetApp., expresso
Find out what your peers are saying about Apache, Cloudera, Amazon Web Services (AWS) and others in Hadoop. Updated: July 2026.
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