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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
13th
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
6.7
Number of Reviews
78
Ranking in other categories
Open Source Databases (5th), Managed NoSQL Databases (9th)
 

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 MongoDB is 20.6%, down from 26.3% 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…
Hamidul Islam - PeerSpot reviewer
Lightweight with good flexibility and very fast performance for searching data
I used the solution in the production level to search data and create education-based tutorials for a project. We had 30 managers, senior architects, tech leads, and software engineers working on the project.  Currently, I use the solution for my personal work.  The solution has good flexibility…

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."
"MongoDB is extremely developer-friendly because when you are starting, there is very little time needed upfront in terms of planning."
"The tool is also user-friendly."
"It is really a pretty easy product to use. It's very reliable, it's proven."
"I like that MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle."
"One of the most valuable features is the ability to Text Search can be used anywhere and anytime."
"The most valuable feature is the geometric information done with GeoJSON."
"The aggregation framework is very powerful when elaborating on data."
"We decided to work with MongoDB as its interface is easier to understand and more universal."
 

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 are some problems with bugs appearing in sharding when the data is too high."
"There is a need for improvement in MongoDB's customer support."
"You need integration with other tools to run the query in MongoDB."
"The auto transaction feature is something that I found a little bit problematic. If we want to run two or three transactions at a time, we get write conflicts. So, it becomes really difficult when concurrency comes into the picture."
"It would be good to have scalability for clusters. For example, if we have three clusters, we should be able to increase to five clusters if required. I am not sure if such a feature is currently there. I hope there is good documentation for this."
"People coming from RDBMS should have the flexibility to write queries in SQL that can be converted into JSON queries."
"From my point of view, they need a totally free IDE to work at high levels."
"It could be more stable. It would be better if it were more user-friendly like Oracle, which is very easy. For example, creating an index is simple in Oracle. In MongoDB, it's quite challenging to do that. Performance could be better. It's fast and good, but you cannot put every application that you would like to in MongoDB."
 

Pricing and Cost Advice

Information not available
"It's a community edition, so we do not pay anything."
"It is rather expensive."
"We use the open-source version, which is available to use free of charge."
"There is an annual subscription for the use of this solution."
"The solution is open source, so it is free."
"The product is affordable."
"We are using the Community Edition of MongoDB."
"MongoDB is a free solution. We wanted to have high availability and the subscription cost was quite expensive because the basic one is free and then when you want to have some other replications or other features you will need to pay money. Overall the solution is expensive."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Computer Software Company
15%
Manufacturing Company
11%
Government
7%
Financial Services Firm
18%
Computer Software Company
14%
University
6%
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?
MongoDB is free of charge. that said, there is also a paid version. We use both free and paid versions.
What needs improvement with MongoDB?
If something is wrong on the cluster, then you need to contact the support team. The stability could be better.
 

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: January 2025.
838,713 professionals have used our research since 2012.