Apache HBase vs Couchbase comparison

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Apache HBase

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Executive Summary

We performed a comparison between Apache HBase and Couchbase based on real PeerSpot user reviews.

Find out in this report how the two NoSQL Databases solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Apache HBase vs. Couchbase Report (Updated: October 2024).

Apache HBase vs. Couchbase

October 2024

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Helped 816,406 peers since 2012

Categories and Ranking

Apache HBase

Ranking in NoSQL Databases

12th

Average Rating

6.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Couchbase

Ranking in NoSQL Databases

4th

Average Rating

8.0

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2024, in the NoSQL Databases category, the mindshare of Apache HBase is 5.0%, down from 6.1% compared to the previous year. The mindshare of Couchbase is 12.6%, up from 11.2% 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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AsdasdAsdasd28

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

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

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

"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."

"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."

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

"The principal advantage of Couchbase is that we can have multiple database paradigms in the same product, without deploying multiple databases. We also like that it has lower latency, when compared to its competitor: Cassandra."

"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."

"I can input any kind of document into the solution and it is integrated using a dynamic API. This has been the most valuable aspect of using this solution."

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."

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

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

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

"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."

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

"Although it worked pretty well, in some scenarios, we noticed issues where the replications and the sharding were not happening correctly."

"The platform's grouping features need improvement."

"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."

More Couchbase cons

Pricing and Cost Advice

Information not available

"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."

"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."

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

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

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Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

16%

Manufacturing Company

11%

Government

Financial Services Firm

23%

Computer Software Company

14%

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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Cassandra vs Apache HBase

Compared 9% of the time

MongoDB vs Apache HBase

Compared 6% of the time

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Compared 38% of the time

Cassandra vs Couchbase

Compared 33% of the time

ScyllaDB vs Couchbase

Compared 18% of the time

CouchDB 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

November 2024

Download Couchbase product report

November 2024

Also Known As

HBase

No data available

Learn More

Apache

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.

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