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Cloudera Data Platform vs Cyera 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
12th
Average Rating
7.6
Reviews Sentiment
5.5
Number of Reviews
37
Ranking in other categories
Cloud Master Data Management (MDM) (8th), Data Management Platforms (DMP) (4th)
Cyera
Ranking in AI Data Analysis
7th
Average Rating
8.4
Reviews Sentiment
7.7
Number of Reviews
3
Ranking in other categories
Data Loss Prevention (DLP) (10th), Data Governance (18th), Data Security Posture Management (DSPM) (8th), AI Security (5th)
 

Mindshare comparison

As of January 2026, in the AI Data Analysis category, the mindshare of Cloudera Data Platform is 0.7%, up from 0.1% compared to the previous year. The mindshare of Cyera is 2.5%, down from 13.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Market Share Distribution
ProductMarket Share (%)
Cyera2.5%
Cloudera Data Platform0.7%
Other96.8%
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.
reviewer2688711 - PeerSpot reviewer
Data Security Intern at a manufacturing company with 10,001+ employees
Inbuilt policies and analytics provide clarity on data security posture
There is room for improvement in making Cyera more user-friendly. Some parts were difficult to navigate, especially for those new to the IT industry. Cyera could be more intuitive, and the UI could be more appealing and easier to read. Additionally, promoting the concept of Cyera to a wider audience, including schools and universities, could increase awareness.

Quotes from Members

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

Pros

"In my experience, the best features Cloudera Data Platform offers are that all the services provided are excellent."
"Ranger for security; with Ranger we can manager user’s permissions/access controls very easily."
"The product offers a fairly easy setup process."
"Cloudera Data Platform has impacted my organization positively in many ways, especially for banking customers, by providing a robust capability to handle structured and unstructured data via features like PDF extraction and speech-to-text conversion for analytics."
"The Hortonworks solution is so stable. It is working as a production system, without any error, without any downtime. If I have downtime, it is mostly caused by the hardware of the computers."
"Now, using this solution, it is much cheaper to have all of the data available for searching, not in real-time, but whenever there is a pending request."
"We use it for data science activities."
"It is a scalable platform."
"The data discovery, data classification, and CSPM features are most valuable."
"I like how they model the data. They find data in different places that we didn't know, and they can give us a good idea if it's sensitive or not. They understand whether or not something is in the right region because, with the cloud posture management tool, we could see certain things in the infrastructure, but the way they dig into the data is what we like."
"Cyera has an inbuilt set of policies implemented towards data security, especially cohering with Data Security Posture Management (DSPM)."
 

Cons

"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."
"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."
"We face downtime and reliability issues many times a week with Cloudera Data Platform because it is a very complex system and all configurations are managed by the end user."
"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."
"I work a lot with banking, IT and communications customers. Hortonworks must improve or must upgrade their services for these sectors."
"We face downtime and reliability issues many times a week with Cloudera Data Platform because it is a very complex system and all configurations are managed by the end user."
"Scalability of Cloudera Data Platform is very good and scalable in public cloud. However, it is not as scalable on on-premises private cloud, which adds considerable cost."
"That said, there’s still room for improvement in integration speed and UI responsiveness, especially when managing large clusters or hybrid deployments."
"They need to add a few things in the UI from an enterprise perspective. It's more along the lines of being able to self-service, have integrations, build alerts, and things like that. Outside of that, they work with us on the API and getting alerts into our SIEM and things like that. There's always a way to do something, and they're always available, which is nice."
"As a startup company, there is a long way for them to go in terms of scalability."
"There is room for improvement in making Cyera more user-friendly. Some parts were difficult to navigate, especially for those new to the IT industry."
 

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."
"I don't know how much exactly it costs, but I know that it's a yearly thing. It's something that will cost money for any company because they're storing all this information. They're doing all this machine learning, and there are a lot of services on their backend that they got to pay for. I'm sure it gets translated back to the customers unless you have everything completely on-prem. If you're not doing much in the cloud, then I could see how it'd be cheaper, but if you have anything that's cloud-hosted and does all the work for you, there's going to be a cost associated with it."
"Compared to the competitors, they are very reasonable."
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Top Industries

By visitors reading reviews
Manufacturing Company
10%
Performing Arts
10%
Financial Services Firm
9%
Transportation Company
7%
Financial Services Firm
15%
Manufacturing Company
10%
Computer Software Company
9%
Healthcare Company
8%
 

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 ...
What do you like most about Cyera ?
The data discovery, data classification, and CSPM features are most valuable.
What is your experience regarding pricing and costs for Cyera ?
Compared to the competitors, they are very reasonable.
What needs improvement with Cyera ?
There is room for improvement in making Cyera more user-friendly. Some parts were difficult to navigate, especially for those new to the IT industry. Cyera could be more intuitive, and the UI could...
 

Overview

 

Sample Customers

Information Not Available
Cyera's customers include the Chicago Board of Options Exchange (Cboe), Granicus, Takeda, LifeLabs, United Talent Agency, ACV Auctions, and Armis
Find out what your peers are saying about Cloudera Data Platform vs. Cyera and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.