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Cloudera Data Platform vs Cohesity Data Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 18, 2026

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
4.8
Organizations see varied ROI from Cloudera Data Platform, with benefits in efficiency and costs, but experiences and expectations differ.
Sentiment score
3.3
Cohesity Data Cloud users reported cost savings, time efficiency, enhanced security, scalability, and improved ROI through simplified data management and reduced downtime.
There are licensing costs that have been saved when we moved some of the data platforms, decommissioned them, and moved on to this platform.
Data engineer at a tech vendor with 10,001+ employees
In terms of return on investment, I see great changes in operational effectiveness measured by RTO when comparing on-premises solutions with cloud solutions.
Cloud Data Administrator at a financial services firm with 10,001+ employees
A specific example of the positive impact of Cloudera Data Platform is the clearly saved time and improved performance, which is the main result of it.
Data Platform Specialist at Lutech
If I find myself stuck in a cyber recovery situation, this tool can help me avoid spending my money on ransom payments.
Technical Architect at a tech vendor with 10,001+ employees
The level of confidence that Cohesity Data Cloud delivers to the clients is worth that cost.
Senior Manager Advisory Services at Optimum Online (Cablevision Systems)
 

Customer Service

Sentiment score
6.0
Cloudera Data Platform's customer service is praised for responsiveness but experiences vary; community resources aid those without paid service.
Sentiment score
7.2
Cohesity Data Cloud customer service is responsive and reliable, though improvement is needed in legacy systems and issue resolution speed.
I would rate the customer support of Cloudera Data Platform ten out of ten.
Principal Consultant Data Analytics at a outsourcing company with 5,001-10,000 employees
I have communicated with technical support, and they are responsive and helpful.
Data Architect at ubl
Cloudera support is timely and responsive, adhering to the SLAs they provide.
Cloud Data Administrator at a financial services firm with 10,001+ employees
issues with Cohesity Data Cloud have not been encountered, suggesting a robust service.
Evangelist / CTO at fgnext
They need to work faster to meet client requirements, especially when business is affected.
Technical Lead at Cognizant
They probably upstaffed and made sure their knowledge was more up-to-date.
Owner at hq-12b
 

Scalability Issues

Sentiment score
6.4
Cloudera Data Platform is praised for its scalability and seamless cloud integration, though some face challenges during upgrades or on-premises.
Sentiment score
7.4
Cohesity Data Cloud offers seamless scalability and performance improvements, simplifying expansion with flexible resource adjustments and enhancing ROI.
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.
Cloud Data Administrator at a financial services firm with 10,001+ employees
They have the cloud burst feature available where if the on-premises capacity is not sufficient at a point in time, you can run that Spark job on the cloud itself.
Data engineer at a tech vendor with 10,001+ employees
The ability to scale processing capacity on demand for batch jobs without impacting other workloads, and support for a growing number of concurrent users and teams accessing the platform simultaneously are significant advantages.
Software Engineer at a tech vendor with 10,001+ employees
Scaling depends on subscription levels - when customers exceed their subscribed storage capacity, they can pay Cohesity to scale the resources.
Subject Matter Expert at Engage IT Services Pvt Ltd
There are no issues with scalability on the cloud end.
Technical Lead at Cognizant
It's easy to add additional nodes to a current existing cluster, making it quite easy to expand.
Owner at hq-12b
 

Stability Issues

Sentiment score
6.5
Cloudera Data Platform offers reliable performance with minor issues, requiring careful configuration, especially in complex environments to prevent downtime.
Sentiment score
7.6
Cohesity Data Cloud is praised for reliability and efficiency, with stability rated exceptional despite minor hardware and support issues.
Sometimes the end user is not experienced or does not have all the expertise related to Cloudera specifically, making it very difficult to manage properly
Data architect at SentientAI, Karachi
Sometimes a node goes down, but it automatically returns to a healthy state.
Cloud Data Administrator at a financial services firm with 10,001+ employees
Cloudera Data Platform is pretty stable in my experience; there are not any downtime or reliability issues.
Data engineer at a tech vendor with 10,001+ employees
Compared to other tools, it is very efficient and simple to learn.
Technical Lead at Cognizant
I couldn't find anything negative about Cohesity Data Cloud specifically.
Sr. Engineer at a retailer with 501-1,000 employees
Cohesity Data Cloud is quite reliable.
Subject Matter Expert at Engage IT Services Pvt Ltd
 

Room For Improvement

Cloudera Data Platform needs usability, stability, and security improvements, enhanced AI/ML features, and better multi-tenancy and cloud integration.
Cohesity Data Cloud users desire improved documentation, support, and integration, plus cost-effectiveness, security, and enhanced functionality for various needs.
We aim to address these issues with a Kubernetes-based platform that will simplify the task of upgrading services.
Senior Architect at a comms service provider with 1,001-5,000 employees
Cloudera Data Platform should include additional capabilities and features similar to those offered by other data management solutions like Azure and Databricks.
Data Architect at ubl
Cloudera Data Platform can be improved by addressing the feasibility of using it in the cloud; there are some complexities around the components used in cloud by Cloudera Data Platform that are not really convenient.
ML Engineer - Director at a financial services firm with 10,001+ employees
Issues such as ransomware protection and fixing vulnerabilities should be prioritized.
Sr. Engineer at a retailer with 501-1,000 employees
Cohesity Data Cloud scans backups by default for ransomware and malware, sending notifications if there are any security concerns or compromised systems.
Subject Matter Expert at Engage IT Services Pvt Ltd
The primary drawback is the need to transfer large amounts of data to the cloud via an internet connection, requiring significant bandwidth.
Evangelist / CTO at fgnext
 

Setup Cost

Enterprise buyers find Cloudera cost-effective versus Oracle, though pricing complexity varies based on deployment size and negotiations.
Cohesity Data Cloud offers value with strong security, structured pricing, and flexibility, despite higher costs than some competitors.
Initially, CDH had a straightforward pricing model based on nodes, but CDP includes factors like processors, cores, terabytes, and drives, making it difficult to calculate costs.
Senior Architect at a comms service provider with 1,001-5,000 employees
We find Cloudera Data Platform to be cost-effective.
Cloud Data Administrator at a financial services firm with 10,001+ employees
So far, I would say that it is competitive pricing that we have received.
Data engineer at a tech vendor with 10,001+ employees
Cohesity Data Cloud is more costly in the long term compared to physical tapes.
Evangelist / CTO at fgnext
Comparatively, compared to IBM and Commvault, Cohesity Data Cloud offers the best deal for my environment.
Sr. Engineer at a retailer with 501-1,000 employees
All organizations are very interested in as-a-service model where they do not pay upfront cost, but they only get the services and pay for what they use as they use it.
Senior Manager Advisory Services at Optimum Online (Cablevision Systems)
 

Valuable Features

Cloudera Data Platform offers scalability, user-friendly interface, integration, cost-effective storage, security, and simplifies administration for hybrid environments.
Cohesity Data Cloud provides scalable, secure data protection with efficient storage, easy integration, and comprehensive management for MSPs.
By using the Hadoop File System for distributed storage, we have 1.5 petabytes of physical storage with 500 terabytes of effective storage due to a replication factor of three.
Senior Architect at a comms service provider with 1,001-5,000 employees
The Ranger integration makes it more flexible and reliable for me by allowing control over data access, specifying who can access at what level, such as table level, masking, or data layer level.
Cloud Data Administrator at a financial services firm with 10,001+ employees
What stands out the most in Cloudera Manager are SDX, which provide centralized control for governance, security, and data lineage across multiple sources.
Data Platform Specialist at Lutech
It replicates data to the cloud in a tamper-proof manner, offering protection against ransomware attacks since it is not under administrative control.
Evangelist / CTO at fgnext
They have a feature called DataSock, which enhances data protection.
Technical Architect at a tech vendor with 10,001+ employees
The initial deployment of Cohesity Data Cloud, from my experience, is easy.
Sr. Engineer at a retailer with 501-1,000 employees
 

Categories and Ranking

Cloudera Data Platform
Ranking in Data Management Platforms (DMP)
4th
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)
Cohesity Data Cloud
Ranking in Data Management Platforms (DMP)
6th
Ranking in AI Data Analysis
11th
Average Rating
9.0
Reviews Sentiment
6.7
Number of Reviews
13
Ranking in other categories
Backup and Recovery (19th), Cloud Backup (14th)
 

Mindshare comparison

As of March 2026, in the Data Management Platforms (DMP) category, the mindshare of Cloudera Data Platform is 8.8%, up from 1.4% compared to the previous year. The mindshare of Cohesity Data Cloud is 3.9%, up from 2.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Management Platforms (DMP) Mindshare Distribution
ProductMindshare (%)
Cloudera Data Platform8.8%
Cohesity Data Cloud3.9%
Other87.3%
Data Management Platforms (DMP)
 

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.
ME
Senior Manager Advisory Services at Optimum Online (Cablevision Systems)
Has provided strong data protection and unified access while streamlining backup operations
Cohesity Data Cloud is not unique in this area. There are a couple of other vendors who are playing in the same area. They provide some sort of isolation for the protected data that makes it very difficult, almost impossible to tamper with once it is stored on the platform. One of the major issues of ransomware attacks is that they happen in the background and it is too late after being hit. Giving a hard time for bad actors to access the data provides more immunity for your data from ransomware attacks. All organizations are very interested in as-a-service model where they do not pay upfront costs, but only get the services and pay for what they use. Converting from CapEx to OpEx is the ultimate goal for any financial manager in any organization. The model uses some sort of object storage for the backup data and contents, which gives a better level of safety than the traditional file system because normally the object storage is not subject to alteration. The only concern I have with cloud implementation is that if you have a presence on-premises, trying to use the cloud may become a performance challenge. It is a perfect situation for workloads that live in the cloud. The way I design things is we should not send data across the WAN to the cloud if it is a large volume that could potentially affect performance. A cloud solution is ideal for a cloud workload from Cohesity Data Cloud perspective. It is best to have some sort of local presence of a repository to do the backup using LAN performance. Then we can always send or upload the data to the cloud without impacting the actual backup window. Support for additional platforms and the option to do multi-tier performance would be beneficial. For example, if I have three types of workloads - SAP database, Oracle database, and SQL database - each with different backup window requirements, the ability to tier performance to meet these specific needs would be perfect for the actual workload and meeting the availability requirements of each application domain. The general perception is if it is not broken, do not fix it. In most cases, organizations do not see value for security until they are hit with something bad. With ever-increasing threats and risks of ransomware and data theft, the problem is becoming more obvious. Looking at what is happening in the market and seeing organizations being hit by security threats, the level of loss of services and client dissatisfaction makes security investment worthwhile. There is no real tangible ROI for security, but considering the potential of losing data forever or having it exposed unnecessarily to the market, it is worth the investment. The bad actors and risks are always reinventing themselves, so we must reinvent our security posture.
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Top Industries

By visitors reading reviews
Manufacturing Company
12%
Marketing Services Firm
10%
Performing Arts
8%
Financial Services Firm
7%
Manufacturing Company
18%
Financial Services Firm
14%
University
7%
Marketing Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise7
Large Enterprise26
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise7
 

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 is your experience regarding pricing and costs for Cohesity DataPlatform?
All organizations are very interested in as-a-service model where they do not pay upfront cost, but they only get the services and pay for what they use as they use it. Converting from CapEx to OpE...
What needs improvement with Cohesity Imanis Data?
Cohesity Data Cloud is not unique in this area. There are a couple of other vendors who are playing in the same area. They provide some sort of isolation for the protected data that makes it very d...
What is your primary use case for Cohesity Imanis Data?
I have been in a relationship with Cohesity Data Cloud for more than five years now. I have used Helios in the past.
 

Also Known As

No data available
Imanis Data, DataPlatform, Cohesity Helios
 

Overview

 

Sample Customers

Information Not Available
Navis, 1st Security Bank, Brown University, WestLotto
Find out what your peers are saying about Cloudera Data Platform vs. Cohesity Data Cloud and other solutions. Updated: March 2026.
884,873 professionals have used our research since 2012.