Apache HBase vs Couchbase comparison

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Apache HBase

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Executive SummaryUpdated on Jan 7, 2025

Apache HBase and Couchbase are competing in the NoSQL database market, offering different solutions for handling Big Data. Couchbase generally holds the upper hand due to its comprehensive feature set and scalability, despite being more expensive than HBase, which benefits from its cost-effectiveness and integration abilities.

Features: Apache HBase offers linear scalability and strong consistency, making it suitable for large-scale data processing. Its integration with the Hadoop ecosystem enhances distributed storage of sparse data. Couchbase provides multi-dimensional scaling, JSON document support, and advanced querying capabilities, essential for modern application development.

Ease of Deployment and Customer Service: Couchbase is designed for rapid deployment with thorough documentation, facilitating an easier onboarding experience. It tends to offer more streamlined support, making it accessible for quick starts. HBase requires more initial configuration due to its complexity but benefits from educated personnel knowledgeable about its setup.

Pricing and ROI: Apache HBase typically has lower initial setup costs due to its open-source nature and use within existing Hadoop frameworks, providing strong ROI when utilized with existing clusters. Couchbase, though more expensive with higher setup costs, offers a faster ROI due to its performance and adaptability in diverse environments.

To learn more, read our detailed Apache HBase vs. Couchbase Report (Updated: January 2025).

Apache HBase vs. Couchbase

January 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

Apache HBase

Ranking in NoSQL Databases

13th

Average Rating

6.0

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Couchbase

Ranking in NoSQL Databases

4th

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2025, in the NoSQL Databases category, the mindshare of Apache HBase is 4.8%, down from 5.6% compared to the previous year. The mindshare of Couchbase is 11.3%, up from 10.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases

Featured Reviews

Sekhar Reddy B

Principal Software Engineer at Securonix

Offers real-time aggregations and easy for a beginner to learn to use this

We use it for real-time data grouping The most valuable part is the column family structure. We mainly use it for real-time aggregations. That's why we prefer it as a NoSQL database. We've seen performance issues when we have more regions. The product needs improvement in that area. So we…

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Ravi_Singh

Manager at Tesco

Supports multiple data models and offers AI capabilities

With some of the operations, we used to face some challenges with scalability. Although it worked pretty well, in some scenarios, we noticed issues where the replications and the sharding were not happening correctly. In recent versions, we also faced some issues in terms of enabling advanced operations like FTS and vectors. Although it works pretty well, in some places, we do face challenges, especially on a heavy scale. I think all issues are being addressed in the latest version of Couchbase. The resources are not that good for Couchbase. The tool's documentation is pretty extensive, but if you go for any kind of courses or tutorials, there are very limited resources available. It also becomes a little bit challenging for new people to get onboard into it. MongoDB and other such open-source database tools perform really well as they're really widely adopted, and they have resources available to get you onboarded pretty quickly. I think that we do face some challenges with Couchbase, but luckily, we have the tool's enterprise version solution, so we get all the support from the product team.

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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

"The most valuable part is the column family structure."

"Apache HBase is a database used for data storage."

"The main advantages were associated with it being a no SQL database. It helped us send out metrics or rewards to multiple players in our game at a very low latency."

"Sync Gateway is a great feature that supports the mobile application."

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

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

"It is pretty stable."

"Couchbase has not given any performance problems as of now."

"It can scale horizontally, and we are looking to expand our capacity."

"The valuable features of Couchbase are the many documents and index types, and they made a lot of features available enabling us to use it as a complete solution for our needs."

More Couchbase pros

Cons

"I don't like using Apache HBase to store huge amounts of data because of many performance issues."

"We've seen performance issues."

"It is very difficult to load the backup of the older version to the newer version."

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

"Needs some capacity planning to deal with too much memory, CPUs and displays."

"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."

"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."

"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."

"I have tried multiple libraries in a demo they provide and it works fine, but when it merges with libraries, it creates a problem."

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

More Couchbase cons

Pricing and Cost Advice

Information not available

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

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

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

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

"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."

"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

20%

Computer Software Company

15%

Manufacturing Company

11%

Government

Financial Services Firm

22%

Computer Software Company

15%

Manufacturing Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Apache HBase?

Apache HBase is a database used for data storage.

What needs improvement with Apache HBase?

We've seen performance issues when we have more regions. The product needs improvement in that area. So we experience performance issues sometimes when the load increases.

What advice do you have for others considering Apache HBase?

It's better to use AWS DynamoDB or Cassandra. I would rate it an eight out of ten. It is easy for a beginner to learn.

What do you like most about Couchbase?

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.

What needs improvement with Couchbase?

What is your primary use case for Couchbase?

In my company, we use the enterprise version of Couchbase, and it is used across the organization for its database operations. We do only use the NoSQL database, not Couchbase Capella. The tool is ...

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Redis vs Apache HBase

Compared 8% of the time

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Compared 41% of the time

Cassandra vs Couchbase

Compared 30% of the time

ScyllaDB vs Couchbase

Compared 20% of the time

Redis vs Couchbase

Compared 4% of the time

Aerospike Database 7 vs Couchbase

Compared 3% of the time

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Product Reports

Download Apache HBase product report

NoSQL Databases

January 2025

Download Couchbase product report

February 2025

Also Known As

HBase

No data available

Overview

Apache HBase is an open-source, distributed, versioned, non-relational database modeled after Google's BigTable. Just as Bigtable leverages the distributed data storage provided by the Google File System, Apache HBase provides Bigtable-like capabilities on top of Hadoop and HDFS.

Apache

Couchbase is a versatile database solution for healthcare, automation, e-commerce, gaming, caching, and analytics. It supports 920 nodes and 420 clusters, making it scalable and extensible. Its valuable features include multiple database paradigms, low latency, dynamic API integration, Sync Gateway for mobile apps, and a user-friendly interface.

Couchbase has helped organizations with low latency metrics, large user updates, and cost-effective caching. Its built-in data replication and disaster recovery features make it a complete solution for various needs.

Sample Customers

Bloomberg, Wells Fargo, Apple, Capital One, NVIDIA

Amadeus, Cisco, Comcast, LinkedIn, GE