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Cloudera Data Platform vs Unstructured 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 Data Platform
Ranking in AI Data Analysis
8th
Average Rating
7.6
Reviews Sentiment
5.5
Number of Reviews
37
Ranking in other categories
Cloud Master Data Management (MDM) (7th), Data Management Platforms (DMP) (4th)
Unstructured
Ranking in AI Data Analysis
30th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
Data Preparation Tools (16th), AI Software Development (41st)
 

Mindshare comparison

As of April 2026, in the AI Data Analysis category, the mindshare of Cloudera Data Platform is 0.7%, up from 0.2% compared to the previous year. The mindshare of Unstructured is 0.6%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Cloudera Data Platform0.7%
Unstructured0.6%
Other98.7%
AI Data Analysis
 

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.
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Top Industries

By visitors reading reviews
Manufacturing Company
11%
Construction Company
10%
Marketing Services Firm
9%
Performing Arts
7%
Construction Company
46%
Comms Service Provider
11%
Financial Services Firm
11%
Insurance Company
6%
 

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 ...
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Overview

Find out what your peers are saying about Informatica, BigID, Denodo and others in AI Data Analysis. Updated: March 2026.
885,728 professionals have used our research since 2012.