Cassandra vs Oracle NoSQL comparison

Apache and Oracle are both solutions in the NoSQL Databases category. Apache is ranked #7 with an average rating of 8.1, while Oracle is ranked #12 with an average rating of 7.7. Apache holds a 8.0% mindshare in ND, compared to Oracle’s 3.2% mindshare. Additionally, 92% of Apache users are willing to recommend the solution, compared to 100% of Oracle users who would recommend it.

Cassandra

Read 25 Cassandra reviews

2,135 Views
1,430 Comparison Views

92% willing to recommend

Oracle NoSQL

Read 8 Oracle NoSQL reviews

629 Views
598 Comparison Views

100% willing to recommend

Cassandra

Oracle NoSQL

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 7, 2025

Cassandra and Oracle NoSQL are competitive in managing large data volumes. Cassandra is preferred for scalability and robust data replication, whereas Oracle NoSQL stands out for its comprehensive analytics features.

Features: Cassandra offers high availability, linear scalability, and robust data replication, making it suitable for large-scale, fault-tolerant applications. Oracle NoSQL provides comprehensive analytics, seamless integration with Oracle products, and advanced features for transactional applications.

Room for Improvement: Cassandra can be complex to optimize, especially for users without significant expertise. Improvements could focus on enhancing user-friendliness, expanding support options, and improving integration capabilities. For Oracle NoSQL, enhancements could include reducing costs, increasing scalability for non-Oracle ecosystems, and improving open-source flexibility.

Ease of Deployment and Customer Service: Cassandra allows flexible deployments both on cloud and on-premises but might need expertise for optimization. Oracle NoSQL benefits from Oracle’s structured deployment and support network, simplifying implementation and troubleshooting.

Pricing and ROI: Cassandra, being open-source, has lower initial costs and offers higher ROI for budget-conscious users. Oracle NoSQL has higher upfront costs offset by extensive support and features, possibly delivering better long-term ROI.

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

Buyer's Guide

Cassandra vs. Oracle NoSQL

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)

Oracle NoSQL

Ranking in NoSQL Databases

12th

Average Rating

8.0

Reviews Sentiment

6.8

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 Oracle NoSQL is 3.2%, up from 3.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases Market Share Distribution
Product	Market Share (%)
Cassandra	8.0%
Oracle NoSQL	3.2%
Other	88.8%

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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Susantha Kumar

Support on banking at Aithent

Handles large data volumes effectively but connection issues require attention

The Oracle NoSQL solution is used primarily for storing data for our web applications. We work alongside the DBA team for this purpose, given that specific departments manage aspects of its use. We choose it specifically to handle large scales of data, such as in one of our bank customer's scenarios using more than nine hundred gigabytes of data.

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Quotes from Members

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

Pros

"I am satisfied with the performance."

"The solution's database capabilities are very good."

"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."

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

"I am getting much better performance than relational databases."

"Can achieve continuous data without a single downtime because of node to node ring architecture."

"The most valuable feature of Cassandra is its fast retrieval. Additionally, the solution can handle large amounts of data. It is the quickest application we use."

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

More Cassandra pros

"NoSQL has high availability. I think it's perfect from a technical perspective. It's quick to run and go."

"Oracle NoSQL is pretty scalable."

"The product meets expectations when it comes to stability."

"We have a support agreement with Oracle, ensuring full support for the product. It is crucial for our public-facing features. Oracle NoSQL is easy to manage and has fast data retrieval. Its compatibility with Oracle Database is seamless, making integration between NoSQL and relational databases smooth and effortless. Oracle NoSQL and NoSQL data replication in our environment works efficiently. Oracle fully supports it, and we can easily configure and manage authentication for the NoSQL database."

"The tool is easy to learn."

Cons

"The disc space is lacking. You need to free it up as you are working."

"The solution is limited to a linear performance."

"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."

"The initial setup of Cassandra can be difficult in the configuration. There might be a need to have assistance. The implementation process can six months for connecting to certain databases."

"Batching bulk data can cause performance issues."

"Interface is not user friendly."

"There were challenges with the query language and the development interface. The query language, in particular, could be improved for better optimization. These challenges were encountered while using the Java SDK."

"There could be more integration, and it could be more user-friendly."

More Cassandra cons

"Focusing on making the administration easier compared to other solutions like MongoDB could be beneficial. Simplifying the administrative tasks could enhance the user experience."

"Handling big data in a user-friendly way is currently a bit of an issue. The dashboard for this needs some work."

"Oracle could improve how NoSQL works in containers. I don't think NoSQL needs any new features, but I want to see new features in the Oracle Cloud Infrastructure. I would like to see some improvements in OCI's building options."

"I would rate Oracle NoSQL six or 6.5 out of ten based on my experience."

"The installation is difficult."

Pricing and Cost Advice

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

"We pay for a license."

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

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

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

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

"The product is expensive and Oracle could work to lower the licensing cost."

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

Comms Service Provider

Retailer

Financial Services Firm

15%

Outsourcing Company

Performing Arts

Manufacturing Company

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
Midsize Enterprise	3
Large Enterprise	5

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 do you like most about Oracle NoSQL?

The tool is easy to learn.

See all answers

What is your experience regarding pricing and costs for Oracle NoSQL?

We use the enterprise edition of Oracle NoSQL.

See all answers

What needs improvement with Oracle NoSQL?

Sometimes we face problems with the connection between our applications and the database. It may be due to network issues or performance issues on Oracle's side. Our DBA team requests validations f...

See all answers

Comparisons

MongoDB Enterprise Advanced vs Cassandra

Compared 12% of the time

ClickHouse vs Cassandra

Compared 12% of the time

Couchbase Enterprise vs Cassandra

Compared 8% of the time

InfluxDB vs Cassandra

Compared 5% of the time

Milvus vs Cassandra

Compared 4% of the time

More Cassandra Competitors

MongoDB Enterprise Advanced vs Oracle NoSQL

Compared 25% of the time

Couchbase Enterprise vs Oracle NoSQL

Compared 12% of the time

ScyllaDB vs Oracle NoSQL

Compared 10% of the time

Apache HBase vs Oracle NoSQL

Compared 8% of the time

Aerospike Database 7 vs Oracle NoSQL

Compared 7% of the time

More Oracle NoSQL Competitors

Product Reports

Buyer's Guide

Cassandra

January 2026

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Buyer's Guide

NoSQL Databases

January 2026

Download Oracle NoSQL 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

The Oracle NoSQL Database (ONDB) provides network-accessible multiterabyte distributed key/value pair storage with predictable latency. Data is stored in a very flexible key-value format, where the key consists of the combination of a major and minor key (represented as a string) and an associated value (represented as a JSON data format or opaque set of bytes). It offers full Create, Read, Update and Delete (CRUD) operations, with adjustable durability and consistency guarantees. It also provides powerful and flexible transactional model that eases the application development.

The Oracle NoSQL Database is designed to be a highly available and extremely scalable system, with predictable levels of throughput and latency, while requiring minimal administrative interaction.

For more information on Oracle NoSQL Database, visit Oracle.com

Oracle

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

Airbus, Globacom, WebAction

Buyer's Guide

Cassandra vs. Oracle NoSQL

December 2025

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