Aerospike Database 7 vs MongoDB comparison

Aerospike and MongoDB are both solutions in the NoSQL Databases category. Aerospike is ranked #12 with an average rating of 8.0, while MongoDB is ranked #1 with an average rating of 8.2. Aerospike holds a 3.7% mindshare in ND, compared to MongoDB’s 18.9% mindshare. Additionally, 100% of Aerospike users are willing to recommend the solution, compared to 92% of MongoDB users who would recommend it.

Aerospike Database 7

Read 1 Aerospike Database 7 review

473 Views
402 Comparison Views

100% willing to recommend

MongoDB

Read 79 MongoDB reviews

4,076 Views
3,191 Comparison Views

92% willing to recommend

Aerospike Database 7

MongoDB

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Executive Summary

We performed a comparison between Aerospike Database 7 and MongoDB based on real PeerSpot user reviews.

Find out what your peers are saying about MongoDB, ScyllaDB, Microsoft and others in NoSQL Databases.

To learn more, read our detailed NoSQL Databases Report (Updated: March 2025).

Buyer's Guide

NoSQL Databases

March 2025

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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

Aerospike Database 7

Ranking in NoSQL Databases

12th

Average Rating

8.0

Reviews Sentiment

7.8

Number of Reviews

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

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 Aerospike Database 7 is 3.7%, up from 2.4% 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

Manikandan Gunasekaran

Director of Engineering at Ola

Boost authentication and session management with reliable and fast data handling

There is a lot of technical debt in our company, and we need to update to the latest versions. The lack of automation in upgrading clusters from development to production is a concern. A tool for automatically handling such upgrades would reduce operational huddle. Additionally, it would be beneficial if Aerospike had a community version to encourage broader adoption and experimentation.

Read full review

Uzair Faruqi

Head Of Analytics at Mjunction Services

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…

Read full review

Quotes from Members

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

Pros

"It shows better compression and compaction, which is valuable."

"I find the integration with other tools very easy."

"The aggregation framework is very powerful when elaborating on data."

"It is very easy to create a MongoDB cluster. You can deploy three nodes in one hour. You can do small configurations to enable routing. It is easy to implement."

"One of the most valuable features is the ability to Text Search can be used anywhere and anytime."

"MongoDB is flexible and it allows other applications to be added."

"I think that MongoDB isn't too structured, and that's good for our technical team because they are able to search through the database better than if they are using SQL Server."

"It has visible benefits, actually, in terms of price of ownership if you compare it to, for example, Oracle."

"It is easy to use."

More MongoDB pros

Cons

"The lack of automation in upgrading clusters from development to production is a concern."

"MongoDB should support TypeScript."

"It could be much more flexible like SequoiaDB. I would like to see more flexibility in the next release, especially when working with Microsoft Windows. A lot of people struggle with MongoDB because of their Windows versions. But Linux is faultless and mostly runs nicely."

"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."

"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."

"Lacks sufficient scalability and elasticity."

"The user interface is not as friendly as Oracle, which is something that can be improved."

"More stable indexes would be helpful in a future release. That's been an issue for some time. I don't know if it's been fixed now but we transitioned to it because we needed a search index to be able to search for things and if that goes or starts disappearing, we have to move away from that solution. I don't know if they fixed it, last time I had this issue was three years ago so they might have solved it."

More MongoDB cons

Pricing and Cost Advice

"We use around half a TB of data and spend approximately $36,000 to $40,000 USD per year on Aerospike."

"MongoDB is an open-source solution."

"It's open-source."

"The solution is open source so is free."

"MongoDB is a bit expensive compared to its competitors."

"We are using the Community Edition of MongoDB."

"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."

"It is rather expensive."

"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."

More MongoDB pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

16%

Insurance Company

Non Profit

Financial Services Firm

18%

Computer Software Company

15%

University

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What is your experience regarding pricing and costs for Aerospike Database 7?

We use around half a TB of data and spend approximately $36,000 to $40,000 USD per year on Aerospike.

See all answers

What needs improvement with Aerospike Database 7?

See all answers

What is your primary use case for Aerospike Database 7?

Aerospike is mainly used as the first step for authentication, authorization, and session persistence in our organization. It is a critical part of our workflow, as without it, we wouldn't be able ...

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What do you like most about MongoDB?

MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.

See all answers

What is your experience regarding pricing and costs for MongoDB?

We use the free version of MongoDB, so there are no licensing costs.

See all answers

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...

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Comparisons

ScyllaDB vs Aerospike Database 7

Compared 29% of the time

Apache HBase vs Aerospike Database 7

Compared 18% of the time

Neo4j Graph Database vs Aerospike Database 7

Compared 15% of the time

SingleStore vs Aerospike Database 7

Compared 13% of the time

More Aerospike Database 7 Competitors

InfluxDB vs MongoDB

Compared 20% of the time

Couchbase vs MongoDB

Compared 12% of the time

Cassandra vs MongoDB

Compared 8% of the time

Milvus vs MongoDB

Compared 8% of the time

Faiss vs MongoDB

Compared 5% of the time

More MongoDB Competitors

Product Reports

Buyer's Guide

NoSQL Databases

March 2025

Download Aerospike Database 7 product report

Buyer's Guide

MongoDB

March 2025

Download MongoDB product report

Overview

Aerospike is an enterprise-class, NoSQL database solution for real-time operational applications that delivers predictable performance at scale, superior uptime, and high availability at the lowest Total Cost of Ownership compared to first-generation NoSQL and relational databases.

Aerospike

MongoDB is a flexible and scalable NoSQL database solution that efficiently handles both structured and unstructured data. It is known for its ease of use, JSON capabilities, and efficient data handling, making it ideal for developer-friendly environments.

MongoDB stands out with features like sharding, geospatial indexing, and its open-source nature. Users find it fast and appreciate its seamless integration into different applications. Despite being powerful, it remains straightforward to set up and use, bolstered by a clustering and aggregation framework that enhances its functionality. While generally appreciated for its cost-effectiveness and broad application compatibility, there is room for improvement in security, enterprise integration, and the creation of more robust training and documentation resources. Enhancing performance and adding support for traditional relational database concepts could also prove beneficial.

What are MongoDB's most important features?

Scalability: Efficiently manages growing data volumes.
Flexibility: Supports structured and unstructured data with ease.
Sharding: Distributes data across multiple servers.
Geospatial Indexing: Enables location-based data handling.
Open-source: Wide community support and customization.

What benefits or ROI should users look for?

Cost-effectiveness: Reduces overall database management expenses.
Ease of Use: Simplifies database setup and maintenance.
Developer-friendly: Accelerates application development with supportive tools.
Scalable Solutions: Adapts to evolving business requirements.

MongoDB finds widespread application across industries like healthcare, logistics, and telecommunications. It efficiently powers IoT platforms, data analytics, and document management systems. Its schema flexibility and JSON storage capabilities make it ideal for real-time processing and multi-server databases, essential for handling large-scale data volumes in modern applications.

MongoDB

Sample Customers

AppNexus, Adform, KAYAK, Williams-Sonoma Inc., The Trade Desk, GREE, BlueKai, Chango CTO, InMobi, Yashi, eXelate CTO, Snapdeal, adMarketplace, Tapad, Komli Media, Neustar, So-net Media Networks, IMHO Vi, Vizury

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: March 2025.

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