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Accumulo vs Apache HBase vs MongoDB comparison

 

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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 May 2025, in the NoSQL Databases category, the mindshare of Accumulo is 3.1%, down from 3.4% compared to the previous year. The mindshare of Apache HBase is 5.8%, up from 5.2% compared to the previous year. The mindshare of MongoDB is 17.4%, down from 26.1% 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
Government
14%
Financial Services Firm
14%
Computer Software Company
14%
Healthcare Company
11%
Financial Services Firm
25%
Computer Software Company
13%
Manufacturing Company
7%
Educational Organization
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
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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 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 ...
 

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, Microsoft and others in NoSQL Databases. Updated: May 2025.
850,900 professionals have used our research since 2012.