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Accumulo vs Apache HBase vs MongoDB comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Mindshare comparison

As of July 2025, in the NoSQL Databases category, the mindshare of Accumulo is 2.9%, down from 3.2% compared to the previous year. The mindshare of Apache HBase is 5.8%, up from 4.9% compared to the previous year. The mindshare of MongoDB is 14.7%, down from 25.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases
 

Featured Reviews

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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…
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
23%
Computer Software Company
11%
Educational Organization
8%
Manufacturing Company
7%
Financial Services Firm
17%
Computer Software Company
13%
University
8%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

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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...
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 pay approximately 2,000 euros per month for MongoDB.
What needs improvement with MongoDB?
I'm not sure about the documentation or the knowledge bases available for MongoDB because I don't interact with it at...
 

Comparisons

 

Also Known As

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HBase
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Overview

 

Sample Customers

Twitter, Slack, Kaidee, CarGurus, Evernote, Medallia
Bloomberg, Wells Fargo, Apple, Capital One, NVIDIA
Facebook, MetLife, City of Chicago, Expedia, eBay, Google
Find out what your peers are saying about MongoDB, ScyllaDB, InfluxData and others in NoSQL Databases. Updated: July 2025.
862,289 professionals have used our research since 2012.