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Apache HBase vs MongoDB comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 7, 2025

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
11th
Average Rating
6.0
Reviews Sentiment
6.3
Number of Reviews
2
Ranking in other categories
No ranking in other categories
MongoDB
Ranking in NoSQL Databases
1st
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
79
Ranking in other categories
Open Source Databases (5th), Managed NoSQL Databases (9th)
 

Mindshare comparison

As of June 2025, in the NoSQL Databases category, the mindshare of Apache HBase is 5.9%, up from 5.0% compared to the previous year. The mindshare of MongoDB is 16.3%, down from 26.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases
 

Featured Reviews

Sekhar Reddy B - PeerSpot reviewer
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…
Uzair Faruqi - PeerSpot reviewer
Transforms data flow with adaptable schema and smooth public cloud deployment
One of our business units uses MongoDB, and we developed an ETL pipeline that extracts data from MongoDB and transfers it into our data warehouse MongoDB is a NoSQL database that is similar to a document database. It offers flexibility in schema adaptation, allowing us to change the schema and…

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."
"We've found the product to be scalable."
"MongoDB is extremely developer-friendly because when you are starting, there is very little time needed upfront in terms of planning."
"MongoDB is easy to use."
"It's super easy to develop a couple of solutions for clients with MongoDB, like a quick web page with no clear data structure that they need to spin up quickly to validate some sort of MDTP."
"It is very fast - faster than an SQL or MySQL Server."
"The most valuable feature of MongoDB is the predefined functions available when using Node.js. These functions simplify the query process, making it user-friendly and straightforward."
"The most valuable feature is the geometric information done with GeoJSON."
"MongoDB has a simple data-loading interface."
 

Cons

"I don't like using Apache HBase to store huge amounts of data because of many performance issues."
"We've seen performance issues."
"MongoDB could be more secure."
"It has certain limitations when it comes to handling hierarchical data, enforcing relationships, and performing complex joins, which should be taken into account when designing databases for applications with intricate data requirements."
"It would be much more useful if I have an admin user and a password."
"I think that MongoDB's search engine should be improved."
"The solution could have more integration."
"Enhancing the documentation to make it more beginner-friendly is crucial."
"Data encryption is possible using third-party tools but they should have their own encryption capability built-in to this solution."
"They could provide more documentation and examples for adding pipeline stages."
 

Pricing and Cost Advice

Information not available
"The pricing is favorable if you opt to install MongoDB on an Amazon EC2 instance as you won't have to pay for the extra Atlas services and can instead manage the scaling yourself. This allows for a cost-effective solution and using MongoDB on a small scale, I have been able to utilize it for free."
"The product is affordable."
"This is an open-source solution."
"It's a community edition, so we do not pay anything."
"We are using the Community Edition of MongoDB."
"MongoDB's pricing is not reasonable, but it is not as expensive as the others."
"It is rather expensive."
"I only used the open-source version."
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Computer Software Company
13%
Educational Organization
8%
Manufacturing Company
7%
Financial Services Firm
18%
Computer Software Company
14%
University
7%
Manufacturing Company
6%
 

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 MongoDB?
MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.
What is your experience regarding pricing and costs for MongoDB?
We use the free version of MongoDB, so there are no licensing costs.
What needs improvement with MongoDB?
There is room for improvement in integrating MongoDB with agentive AI solutions. While solutions for other databases like SQL or PostgreSQL ( /products/postgresql-reviews ) already exist, MongoDB r...
 

Comparisons

 

Also Known As

HBase
No data available
 

Overview

 

Sample Customers

Bloomberg, Wells Fargo, Apple, Capital One, NVIDIA
Facebook, MetLife, City of Chicago, Expedia, eBay, Google
Find out what your peers are saying about Apache HBase vs. MongoDB and other solutions. Updated: June 2025.
856,873 professionals have used our research since 2012.