No more typing reviews! Try our Samantha, our new voice AI agent.

Cloudera Data Platform vs Datameer comparison

Why PeerSpot?
 

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 Data Platform
Average Rating
7.6
Reviews Sentiment
5.5
Number of Reviews
37
Ranking in other categories
Cloud Master Data Management (MDM) (6th), Data Management Platforms (DMP) (5th), AI Data Analysis (4th)
Datameer
Average Rating
7.2
Number of Reviews
4
Ranking in other categories
BI on Hadoop (3rd)
 

Mindshare comparison

Cloudera Data Platform and Datameer aren’t in the same category and serve different purposes. Cloudera Data Platform is designed for Data Management Platforms (DMP) and holds a mindshare of 7.1%, up 5.9% compared to last year.
Datameer, on the other hand, focuses on BI on Hadoop, holds 15.0% mindshare, up 8.1% since last year.
Data Management Platforms (DMP) Mindshare Distribution
ProductMindshare (%)
Cloudera Data Platform7.1%
Palantir Foundry13.3%
Informatica Intelligent Data Management Cloud (IDMC)10.1%
Other69.5%
Data Management Platforms (DMP)
BI on Hadoop Mindshare Distribution
ProductMindshare (%)
Datameer15.0%
AtScale Adaptive Analytics (A3)24.2%
JethroData15.8%
Other45.0%
BI on Hadoop
 

Featured Reviews

reviewer2776239 - PeerSpot reviewer
Data engineer at a tech vendor with 10,001+ employees
Uses handwritten notes and voice files to perform text analytics and gain real-time insights
Cloudera Data Platform can be improved in several areas. I recently attended their roadmap session. Whatever limitations they have identified involve moving data from on-premises to cloud as a single-pane view and better lineage. They have done some recent acquisitions as well to overcome their product limitations. They are on the right track by doing this analysis themselves, identifying what the weaknesses are, and then using mergers or acquisitions to overcome them. I would like to add that, beyond the platform itself, they should provide more training to systems integrators so that they can have a more ready workforce to use Cloudera Data Platform.
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

"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."
"Ambari Web UI: user-friendly."
"Cloudera Data Platform proved to be a highly reliable and powerful solution capable of supporting complex enterprise use cases on AWS with strong governance and scalability."
"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."
"From a product standpoint, their Ambari UI is incredibly valuable for cluster monitoring."
"Cloudera Data Platform has positively impacted my organization by eliminating challenges we faced with CDH, which had not been supported for a cloud journey; in contrast, CDP allows for easy, mostly automated scalability where I can schedule job workflows, fine-tune system resource metrics, and add nodes with just a click."
"With it, we have faster processing times for our apps."
"Customer service is great."
"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."
"The built-in smart analytic tools are the most valuable features for me."
"Customer Service: It's very good."
"The most valuable feature are the data transformation functions in the workbook."
 

Cons

"The only issue that I had was when I tried to reinstall the software on every node."
"The technical support is okay, but not excellent."
"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."
"Cloudera Data Platform could improve by innovating more in terms of full-fledged support for AI workloads, enriching machine learning or LLM, as there haven't been updates in that aspect over the last one and a half years."
"I have not seen enough innovation in Cloudera Data Platform, particularly in support for machine learning."
"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."
"There have been some governance initiatives, but they are far from production ready."
"I would like to see more support for containers such as Docker and OpenShift."
"Although this tool is very good, it has some limitations that I think could be removed in later versions."
"It is a good tool from an analysis perspective, but is not suitable for IT."
"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."
 

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
report
Use our free recommendation engine to learn which Data Management Platforms (DMP) solutions are best for your needs.
921,523 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Manufacturing Company
14%
Comms Service Provider
11%
Financial Services Firm
9%
Outsourcing Company
9%
No data available
 

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 ...
Ask a question
Earn 20 points
 

Overview

 

Sample Customers

Information Not Available
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 Palantir, Informatica, Databricks and others in Data Management Platforms (DMP). Updated: October 2026.
921,523 professionals have used our research since 2012.