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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 April 2025, in the NoSQL Databases category, the mindshare of Apache HBase is 5.4%, up from 5.5% compared to the previous year. The mindshare of MongoDB is 18.9%, down from 25.8% 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

"Apache HBase is a database used for data storage."
"The most valuable part is the column family structure."
"Migrating to MongoDB upgrades the IT environment and puts users in the NoSQL environment, which is faster."
"The clustering is very good. It allows us to have high availability."
"It is really a pretty easy product to use. It's very reliable, it's proven."
"The most valuable features of MongoDB include the flexible schema for storing data, its replication capabilities with high availability through a replica set setup, and horizontal scalability using sharding."
"It's easy to add and remove things in MongoDB. You can alter the tables. MongoDB is faster at reading, slower at writings."
"It can handle a lot of files quickly."
"It facilitates the generation of heatmaps for graphical data analysis."
"I like the document storage feature. It's pretty simple."
 

Cons

"I don't like using Apache HBase to store huge amounts of data because of many performance issues."
"We've seen performance issues."
"There can be stability issues."
"The free tools, like MongoDB Compass, could be enhanced."
"It would be much more useful if I have an admin user and a password."
"I'd like to see an ID generator. It's very technical but I don't think it has one, so we have to go to great lengths to work around that."
"There should be better integration with other databases."
"The solution should have better integration."
"From my point of view, they need a totally free IDE to work at high levels."
"The dashboard is an area of concern in the solution where improvements are required."
 

Pricing and Cost Advice

Information not available
"There is an enterprise license and it could be cheaper. We are using the free open source version."
"I'm using the free version of MongoDB."
"This is an open-source solution."
"It's a community edition, so we do not pay anything."
"We use the open-source version, which is available to use free of charge."
"It is rather expensive."
"The product is affordable."
"I chose MongoDB because it is cost-effective compared to Oracle, which can be expensive. In addition, MongoDB has good performance and has not caused any issues while working with it. It has been a good choice for me."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Computer Software Company
15%
Manufacturing Company
10%
Government
7%
Financial Services Firm
18%
Computer Software Company
15%
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: March 2025.
845,406 professionals have used our research since 2012.