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Cloudera Distribution for Hadoop vs Couchbase Enterprise comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 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
5.5
Measuring ROI from Cloudera Distribution for Hadoop is complex due to diverse applications, pricing, and evaluation difficulties.
Sentiment score
5.8
Organizations using Couchbase Enterprise halved costs, boosted throughput, and improved efficiency, enhancing productivity and client services profitability.
Reducing costs by half and supporting around five times the non-peak user volume during peak hours.
Fractional CTO at Tassei Tech
We have indeed seen a return on investment with Couchbase Enterprise, as it allowed us to save costs by using it for all services, which improved interaction efficiency with microservices and reduced persistence time by 60%.
Senior Associate Technology L2 at a media company with 10,001+ employees
Couchbase maintained consistent productivity as a finished solution that worked well, saving us time dealing with something less efficient.
Backend Developer
 

Customer Service

Sentiment score
6.5
Cloudera's Hadoop support receives mixed reviews, with users praising responsiveness while noting concerns on quality and accessibility.
Sentiment score
6.7
Couchbase Enterprise's support is praised for responsiveness but needs improved project solutions and proactive approaches after upgrades.
The technical support is quite good and better than IBM.
Manager, Bussines Development & Co Owner at Troia d.o.o.
The support team has been helpful with VNET configuration, Sync Gateway, and other technical issues.
Fractional CTO at Tassei Tech
I would rate the customer support of Couchbase Enterprise a nine.
Software Development Engineer at a tech services company with 10,001+ employees
We used the documentation, which was well-written and clear.
Backend Developer
 

Scalability Issues

Sentiment score
7.7
Cloudera Distribution for Hadoop is highly scalable and flexible, suitable for large deployments but can be costly to expand.
Sentiment score
7.5
Couchbase Enterprise excels in scalability, integrates seamlessly with systems, and efficiently manages dynamic workloads and peak traffic.
Couchbase Enterprise is very efficient in handling growth and increased workloads, proving to be effective during traffic spikes and addressing any problems with horizontal scaling.
Senior Associate Technology L2 at a media company with 10,001+ employees
Couchbase Enterprise's scalability is very good, as it supports horizontal scaling, allowing us to add more servers.
Software Engineer at Mobileum
Automatic increases in database instances based on user load are effective in handling peak traffic.
Software Development Engineer at a tech services company with 10,001+ employees
 

Stability Issues

Sentiment score
7.3
Cloudera Distribution for Hadoop has mixed stability reviews, with hardware issues noted, but support and workarounds are available.
Sentiment score
7.5
Couchbase Enterprise is highly stable, efficiently managing peak loads with minimal issues, preferred for its consistent data handling.
We faced challenges but overcame those challenges successfully.
Head of Advaced Analytics & Intelligence; AGM at Alinma Bank
We didn't experience any downtime, and the data stayed there consistently.
Backend Developer
Couchbase Enterprise has not shown any low latency in handling peak loads or high user traffic; its performance remains excellent.
Software Development Engineer at a tech services company with 10,001+ employees
Couchbase is highly stable, rated at nine out of ten.
Fractional CTO at Tassei Tech
 

Room For Improvement

Cloudera Distribution for Hadoop struggles with stability and integration, needing better performance, security, documentation, and modern deployment solutions.
The system faces usability, compatibility, and performance issues, with improvements needed in documentation, support, scalability, and integration features.
Integrating with Active Directory, managing security, and configuration are the main concerns.
Manager, Bussines Development & Co Owner at Troia d.o.o.
There are no dropdown options, and I have to manually enter the key and its value to retrieve any specific document, so adding some toggles or dropdowns would be an improvement.
Software Development Engineer at a tech services company with 10,001+ employees
What is missing is that they have a new version, Couchbase Mobile three, but they haven't really updated or provided help or documentation about what needs to change to update to the latest mobile version.
Chief Executive Officer at Lister Studios
I would like Couchbase to provide more functionality via the UI, as some operations, such as time-based scaling, currently require using the API.
Fractional CTO at Tassei Tech
 

Setup Cost

Cloudera's Hadoop distribution is costly, aimed at large enterprises, lacking a community version, with per-node licensing.
Couchbase Enterprise is cost-effective with flexible licensing, though some find it expensive compared to open-source options.
It can be deployed on-premises, unlike competitors' cloud-only solutions.
Manager, Bussines Development & Co Owner at Troia d.o.o.
Setup costs and licensing have been reasonable when comparing the services offered.
Senior Associate Technology L2 at a media company with 10,001+ employees
They did update, and since then, I haven't had any problems anymore.
Chief Executive Officer at Lister Studios
It can range between 25,000 to 40,000 Euros per year depending on company requirements.
Fractional CTO at Tassei Tech
 

Valuable Features

Cloudera for Hadoop offers easy installation, robust security, tool integration, scalability, and supports on-premises and cloud environments.
Couchbase Enterprise offers fast retrieval, high availability, and user-friendly features, enhancing performance and supporting complex data with minimal downtime.
This is the only solution that is possible to install on-premise.
Manager, Bussines Development & Co Owner at Troia d.o.o.
The most valuable features of Couchbase include the key-value storage due to its speed and the multi-master capability, which provides more speed and scalability compared to master-slave databases.
Fractional CTO at Tassei Tech
Working on a telecom project, we migrated the core logic of the application from SQL persistent database to Couchbase Enterprise, which decreased the application's latency by 70 to 80%, attracting high-profile clients and significantly boosting revenue.
Software Engineer at Mobileum
Our use case involves a lot of transactional calls where latency must be minimal; hence we opted for Couchbase Enterprise to ensure API responses occur in less than 100 milliseconds, which has been very effective for our downstream and upstream components.
Software Development Engineer at a tech services company with 10,001+ employees
 

Categories and Ranking

Cloudera Distribution for H...
Ranking in NoSQL Databases
8th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
51
Ranking in other categories
Hadoop (2nd)
Couchbase Enterprise
Ranking in NoSQL Databases
3rd
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
21
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of March 2026, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 3.6%, up from 1.9% compared to the previous year. The mindshare of Couchbase Enterprise is 7.8%, down from 11.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases Market Share Distribution
ProductMarket Share (%)
Couchbase Enterprise7.8%
Cloudera Distribution for Hadoop3.6%
Other88.6%
NoSQL Databases
 

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.
BG
Chief Executive Officer at Lister Studios
Effortless synchronization and reliable performance streamline everyday operations
It just works. I used other products and they didn't do what Couchbase does. It works out of sight once everything is set up. When the user makes changes on their list in the app on their mobile phone, it syncs straight away. If there's an internet interruption, it resumes as soon as internet is available. I didn't have to do anything as a developer.It's great because it's very different from MySQL where you have to update tables. With document type databases, you just say there's a new element in your document, and that's fine. It's really good to use.
report
Use our free recommendation engine to learn which NoSQL Databases solutions are best for your needs.
883,089 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
20%
Marketing Services Firm
9%
Comms Service Provider
7%
Computer Software Company
7%
Financial Services Firm
13%
Computer Software Company
11%
Manufacturing Company
10%
Performing Arts
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise9
Large Enterprise31
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise11
 

Questions from the Community

What do you like most about Cloudera Distribution for Hadoop?
The tool can be deployed using different container technologies, which makes it very scalable.
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 needs improvement with Couchbase?
The main issue we keep facing from the past couple of years, observing other teams using Couchbase, is that whenever there is an upgrade, we see many issues with compatibility or nodes not intercon...
What is your primary use case for Couchbase?
Basically we have clusters, Couchbase clusters, databases, and that is how we use Couchbase with XDCR. All the clusters are set up and then we use Couchbase. It is a complex application setup we us...
What advice do you have for others considering Couchbase?
It is a good solution, but as every product needs improvement, this also needs some enhancement. It is a good product. I rate Couchbase seven out of ten.
 

Overview

 

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
Amadeus, Cisco, Comcast, LinkedIn, GE
Find out what your peers are saying about Cloudera Distribution for Hadoop vs. Couchbase Enterprise and other solutions. Updated: February 2026.
883,089 professionals have used our research since 2012.