Cassandra vs Couchbase Enterprise comparison

Apache and Couchbase are both solutions in the NoSQL Databases category. Apache is ranked #7 with an average rating of 8.1, while Couchbase is ranked #4 with an average rating of 8.1. Apache holds a 8.0% mindshare in ND, compared to Couchbase’s 8.0% mindshare. Additionally, 92% of Apache users are willing to recommend the solution, compared to 100% of Couchbase users who would recommend it.

Cassandra

Read 25 Cassandra reviews

2,135 Views
1,430 Comparison Views

92% willing to recommend

Couchbase Enterprise

Read 18 Couchbase Enterprise reviews

1,789 Views
1,771 Comparison Views

100% willing to recommend

Cassandra

Couchbase Enterprise

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 2, 2025

Cassandra and Couchbase Enterprise compete in the large-scale data systems category. Couchbase Enterprise tends to have an upper hand due to its advanced features and multi-platform synchronization capabilities.

Features: Cassandra's features include a peer-to-peer architecture eliminating single points of failure, strong support for write-heavy workloads, and the ability to manage distributed data systems effectively. Couchbase Enterprise distinguishes itself with JSON document support, global secondary indexes, and a flexible data model that aligns with complex data requirements.

Room for Improvement: Cassandra may improve in areas such as ease of deployment, user interface simplicity, and out-of-the-box customer support. Couchbase Enterprise could enhance its cost-effectiveness, integration capabilities with legacy systems, and reduce the complexity of its configurations for newcomers.

Ease of Deployment and Customer Service: Cassandra requires more extensive configuration but benefits from comprehensive documentation, suitable for organizations with strong technical expertise. Couchbase Enterprise offers a streamlined deployment process, professional services, and robust customer support, making it more accessible for companies needing comprehensive assistance.

Pricing and ROI: Cassandra presents a lower initial setup cost, appealing to businesses focused on cost-efficiency with significant technical infrastructures. Couchbase Enterprise, despite being more expensive, offers a higher ROI due to its advanced capabilities, catering to businesses in need of enhanced features and support for complex applications.

To learn more, read our detailed Cassandra vs. Couchbase Enterprise Report (Updated: December 2025).

Buyer's Guide

Cassandra vs. Couchbase Enterprise

December 2025

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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

Cassandra

Ranking in NoSQL Databases

7th

Average Rating

8.0

Reviews Sentiment

6.0

Number of Reviews

Ranking in other categories

Vector Databases (14th)

Couchbase Enterprise

Ranking in NoSQL Databases

4th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the NoSQL Databases category, the mindshare of Cassandra is 8.0%, down from 12.3% compared to the previous year. The mindshare of Couchbase Enterprise is 8.0%, down from 11.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases Market Share Distribution
Product	Market Share (%)
Couchbase Enterprise	8.0%
Cassandra	8.0%
Other	84.0%

NoSQL Databases

Featured Reviews

Monirul Islam Khan

Head, Data Integration & Management at a non-profit with 10,001+ employees

Has maintained secure document storage and efficient data distribution with peer-to-peer architecture

The functions or features in Cassandra that I have found most valuable are that it is a distributed system similar to Mongo. It's good enough for comparison with another SQL database, so it's smooth and organized for distributed database system. The peer-to-peer architecture in Cassandra is helpful for network decentralization, and I have already introduced that feature. Cassandra features in peer-to-peer as well as another monitoring, so basically, it's good enough for our service. The tunable consistency level in Cassandra is good, and we are using that feature already. In terms of built-in caching and lightweight transactions in Cassandra, the transaction level is good, and it's optimized, so there are no more issues in that database. Based on my experience, Cassandra is good for document management system, as well as distributed database system, and the automatic recovery process is there. Additionally, the database monitoring system or auditing system is well-comparable with other database systems, so we are actually happy to be using this Cassandra database.

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Benjamin Glatzeder

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.

Read full review

Quotes from Members

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

Pros

"The most valuable features of this solution are its speed and distributed nature."

"The technical evaluation is very good."

"Cassandra has some features that are more useful for specific use cases where you have time series where you have huge amounts of writes. That should be quick, but not specifically the reads. We needed to have quicker reads and writes and this is why we are using Cassandra right now."

"Based on my experience, Cassandra is good for document management system, as well as distributed database system, and the automatic recovery process is there."

"The use of Cassandra in real-time data analytics has been pivotal for our e-commerce platform. As our platform operates 24/7, providing services to sellers and customers alike, the need for real-time updates is paramount."

"I'd rate the solution ten out of ten."

"A consistent solution."

"Our primary use case for the solution is testing."

More Cassandra pros

"The whole stack is valuable, but the portion of the stack that we're finding really handy is the analytics engine because that allows us to take and pre-build views."

"The most valuable features are the ease of application and the merging of data."

"Investing in Couchbase has significantly lowered our operational costs and increased throughput, reducing costs by half and supporting around five times the non-peak user volume during peak hours."

"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."

"I have found the views to be very valuable."

"The product's initial setup phase is easy."

"The best thing about Couchbase is its versatility in handling data."

"The most valuable feature of Couchbase is document indexing. It is better than MongoDB. Additionally, the solution is easy to use."

More Couchbase Enterprise pros

Cons

"It can be difficult to analyze what's going on inside of the database relative to other databases. It can also be difficult to troubleshoot sometimes."

"I want Cassandra to update its open-source version more quickly. It's already feature-rich, but I'd appreciate better integration with other NoSQL databases like MariaDB or MongoDB. If I ever need to work with customers or vendors using different NoSQL databases, having native integration in Cassandra would make managing and interacting with their databases much easier."

"We found some issues with the batch inserts when the data volume is large."

"Batching bulk data can cause performance issues."

"Cassandra can improve by adding more built-in tools. For example, if you want to do some maintenance activities in the cluster, we have to depend on third-party tools. Having these tools build-in would be e benefit."

"The solution is not easy to use because it is a big database and you have to learn the interface. This is the case though in most of these solutions."

"While Cassandra can handle NoSQL, I think there should be more flexibility for whole schema design when data is stored in wide columns. Additionally, I believe that eventual consistency should be enhanced."

"The solution doesn't have joins between tables so you need other tools for that."

More Cassandra cons

"It's easy to deploy. Where the challenge comes in is when you start putting data in, doing the indexes, and doing the integration with systems. Integration is one of their weakest points. Natively, there should be a wide range of integration options to be able to get data in."

"There are some limitations to the database. The SQL database cannot handle real-time processing for critical IoT scenarios. What we have to do is store our data into the database then code it out, this wastes a lot of time."

"Overall as a tool, I see room for improvement in Couchbase in certain aspects."

"Couchbase could improve the design of the UI because it should be optimized for viewing statistics or a similar feature."

"The scripting language for this solution could be improved. A big selling point is that they're like SQL server but there is still quite a lot of missing functionality."

"The performance could be quicker and better, especially in the querying process."

"Couchbase needs to improve the consistent reliability of the replication feature. Sometimes, the replications would be delayed."

"We would like to have a better management of Kubernetes with the free, open source version of Couchbase. We don't have any major complaints other than that."

More Couchbase Enterprise cons

Pricing and Cost Advice

"Cassandra is a free open source solution, but there is a commercial version available called DataStax Enterprise."

"We pay for a license."

"We are using the open-source version of Cassandra, the solution is free."

"I don't have the specific numbers on pricing, but it was fairly priced."

"There are licensing fees that must be paid, but I'm not sure if they are paid monthly or yearly."

"I use the tool's open-source version."

"I would rate this solution a nine out of ten for pricing as it is affordable."

"The licensing cost of Couchbase is quite expensive compared to other databases."

"It can range between 25,000 to 40,000 Euros per year depending on company requirements."

"It seems very reasonable. It's a lot cheaper than Redis, but we've got an enterprise license. So, it's about normal. It's not outrageous in price as far as we've seen. From Couchbase, there's no additional fee as far as I'm aware, but when you're integrating, there's an additional fee because a lot of times, they don't have an integration stack."

"I wouldn't say Couchbase offers good value for money."

"The price of this solution is better than some of the other competitors."

"We estimate that it's not very expensive, however, the pricing that you can get from the account managers, e.g. the public pricing, could be a bit expensive."

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

Comms Service Provider

Retailer

Financial Services Firm

14%

Computer Software Company

11%

Manufacturing Company

Performing Arts

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	1
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	7

Questions from the Community

What do you like most about Cassandra?

The use of Cassandra in real-time data analytics has been pivotal for our e-commerce platform. As our platform operates 24/7, providing services to sellers and customers alike, the need for real-ti...

See all answers

What is your experience regarding pricing and costs for Cassandra?

The pricing for Cassandra is a little bit high, so it would be better for our community services if they consider community pricing for any non-profit organization like an NGO or other things. It w...

See all answers

What needs improvement with Cassandra?

Regarding areas of improvement for Cassandra, currently, we are not facing significant issues. Some issues arise from our vendors like Apache slowness and distribution or load balancing from HAProx...

See all answers

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...

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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...

See all answers

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.

See all answers

Comparisons

MongoDB Enterprise Advanced vs Cassandra

Compared 12% of the time

ClickHouse vs Cassandra

Compared 12% of the time

InfluxDB vs Cassandra

Compared 5% of the time

ScyllaDB vs Cassandra

Compared 5% of the time

Neo4j Graph Database vs Cassandra

Compared 5% of the time

More Cassandra Competitors

MongoDB Enterprise Advanced vs Couchbase Enterprise

Compared 19% of the time

Redis vs Couchbase Enterprise

Compared 16% of the time

ScyllaDB vs Couchbase Enterprise

Compared 10% of the time

Cloudera Distribution for Hadoop vs Couchbase Enterprise

Compared 8% of the time

Google Cloud Firestore vs Couchbase Enterprise

Compared 7% of the time

More Couchbase Enterprise Competitors

Product Reports

Buyer's Guide

Cassandra

January 2026

Download Cassandra product report

Buyer's Guide

Couchbase Enterprise

January 2026

Download Couchbase Enterprise product report

Overview

Cassandra is a distributed and scalable database management system used for real-time data processing.

It is highly valued for its ability to handle large amounts of data, scalability, high availability, fault tolerance, and flexible data model.

It is commonly used in finance, e-commerce, and social media industries.

Apache

Couchbase Enterprise offers powerful data management capabilities with features like horizontal scalability, ease of use, and flexible tools for business applications. Designed for high performance and reliability, it supports multi-master capability and low latency, making it ideal for dynamic environments.

Designed for businesses needing crucial data management, Couchbase Enterprise offers advanced indexing, analytics engines, and efficient storage for performance enhancement. It provides flexibility with data types, robust data sync, and supports a dynamic API for seamless integration. Its intuitive query language simplifies operations, ensuring businesses navigate effortlessly while enjoying high availability and extensive features. Despite this, challenges exist in areas like manual failover processes, complex upgrades, and UI limitations, necessitating enhancements in concurrency, integration, and security features. Performance issues on certain platforms add to the need for improved documentation and support.

What are Couchbase Enterprise’s most important features?

Horizontal Scalability: Allows easy scaling across different servers to handle large data volumes.
Advanced Analytics Engine: Drives insightful business decisions by processing complex data rapidly.
Efficient Data Storage: Enhances system performance by optimizing data organization and retrieval.
Multi-Master Capability: Ensures data consistency and reliability across several nodes.
Dynamic API Integration: Facilitates seamless integration with other applications for extended functionality.

What benefits or ROI should users look for in reviews?

Performance Efficiency: Low latency capabilities ensure smooth operations for business applications.
High Availability: Robust infrastructure supports uninterrupted service and minimal downtime.
Data Flexibility: Supports diverse data types, enhancing adaptability to business needs.
Real-Time Data Replication: Ensures timely data updates across multiple platforms, enhancing workflow.
Reliable Customer Support: Provides technical assistance, improving user experience and system utilization.

Couchbase Enterprise is deployed across industries for its excellent data handling capabilities. It empowers telemedicine, e-commerce, gaming, and telecommunications sectors by offering efficient data link utilization, caching, and logging. Some companies leverage its real-time data replication with Elasticsearch for high-performance operational needs, while others benefit from its capabilities in managing reads and writes in iGaming. Retail industries use its document-based storage for structured inventory management, and cloud migrations are simplified with support from Capella.

Couchbase

Sample Customers

1. Apple 2. Netflix 3. Facebook 4. Instagram 5. Twitter 6. eBay 7. Spotify 8. Uber 9. Airbnb 10. Adobe 11. Cisco 12. IBM 13. Microsoft 14. Yahoo 15. Reddit 16. Pinterest 17. Salesforce 18. LinkedIn 19. Hulu 20. Airbnb 21. Walmart 22. Target 23. Sony 24. Intel 25. Cisco 26. HP 27. Oracle 28. SAP 29. GE 30. Siemens 31. Volkswagen 32. Toyota

Amadeus, Cisco, Comcast, LinkedIn, GE

Buyer's Guide

Cassandra vs. Couchbase Enterprise

December 2025

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