Aerospike Database 7 vs MongoDB vs SingleStore comparison

Read 79 MongoDB reviews

3,725 Views
2,961 Comparison Views

92% willing to recommend

Read 6 SingleStore reviews

226 Views
171 Comparison Views

100% willing to recommend

Aerospike Database 7

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Executive Summary

We performed a comparison between Aerospike Database 7, MongoDB, and SingleStore 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: May 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:

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NoSQL Databases

Database as a Service (DBaaS)

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.

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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…

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Yasin Sarı

Senior Data Analyst at a comms service provider with 1,001-5,000 employees

High-speed data processing, seamless scalability, and excellent high availability making it an optimal choice for those prioritizing performance and efficiency in a database solution

There's a noteworthy consideration when it comes to collecting massive amounts of data. It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks. Attempting to use it for direct extraction, for instance, might lead to memory-related challenges. While MySQL version five might lack extensive SQL capabilities, SingleStore also has its constraints, requiring simpler SQL writing. This becomes evident when seeking advanced functionalities like window functions or JSON functions, where SingleStore doesn't offer an extensive toolkit, necessitating a more straightforward approach to SQL.

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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."

"The most valuable feature of MongoDB is the predefined functions available when using Node.js. These functions simplify the query process, making it user-friendly and straightforward."

"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 of MongoDB is it is Its open source."

"It is easy to set up."

"The aggregation framework is really good, allowing a developer to build very complex queries."

"In our case, it is most important to have redundancy."

"The most valuable feature is the geometric information done with GeoJSON."

"One of the biggest benefits is the speed and flexibility of the documents, especially when it comes to modifications."

More MongoDB pros

"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."

"The paramount advantage is the exceptional speed."

"It's a distributed relational database, so it does not have a single server, it has multiple servers. Its architecture itself is fast because it has multiple nodes to distribute the workload and process large amounts of data."

"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."

"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."

"The product can automatically reinstall and reconfigure in case of a shutdown."

Cons

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

"We find it difficult to incorporate MongoDB in some projects."

"I suppose it could be a little more secure."

"From my point of view, they need a totally free IDE to work at high levels."

"Enhancing the documentation to make it more beginner-friendly is crucial."

"The solution could include more integrations with other platforms."

"There is a need for improvement in MongoDB's customer support."

"MongoDB can improve large-size video or media frame operations. There are a lot of customers who want to upload media frames and video games but there is some difficulty. In MongoDB, we are looking out for solutions that are for large-size media files that can be saved and navigated efficiently."

"We'd like technical support to respond faster to queries."

More MongoDB cons

"For new customers, it's very tough to start. Their documentation isn't organized, and there's no online training available. SingleStore is working on it, but that's a major drawback."

"We don't get good discounts in Pakistan."

"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."

"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."

"Having the ability to migrate servers using a single command would be extremely beneficial."

"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."

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."

"The pricing is normal. Price-wise, the product is not too much expensive."

"I currently use the solution's community edition which is free."

"The product is affordable."

"I believe that MongoDB is free."

"It's open-source."

"It's a community edition, so we do not pay anything."

"We are using the Community Edition of MongoDB."

"MongoDB is an open-source product."

More MongoDB pricing and cost advice

"I would advise users to try the free 128GB version."

"SingleStore is a bit expensive."

"Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."

"They have two main options: cloud installation and bare-metal installation, each with different pricing models."

"The product's licensing is not expensive. It is comparable."

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

16%

Comms Service Provider

Insurance Company

Financial Services Firm

17%

Computer Software Company

15%

University

Manufacturing Company

Financial Services Firm

35%

Computer Software Company

11%

University

Healthcare 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.

What needs improvement with Aerospike Database 7?

There is a lot of technical debt in our company, and we need to update to the latest versions. The lack of automation...

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 organiza...

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 ...

What do you like most about SingleStore DB?

The paramount advantage is the exceptional speed.

What is your experience regarding pricing and costs for SingleStore DB?

Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure. While ...

What needs improvement with SingleStore DB?

There's a noteworthy consideration when it comes to collecting massive amounts of data. It is not the optimal choice ...

ScyllaDB vs Aerospike Database 7

Comparisons

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Apache HBase vs Aerospike Database 7

Compared 16% of the time

Cassandra vs Aerospike Database 7

Compared 10% of the time

Couchbase vs Aerospike Database 7

Compared 8% of the time

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InfluxDB vs MongoDB

Compared 15% of the time

Couchbase vs MongoDB

Compared 11% of the time

Cassandra vs MongoDB

Compared 8% of the time

Milvus vs MongoDB

Compared 8% of the time

OpenSearch vs MongoDB

Compared 2% of the time

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ClickHouse vs SingleStore

Compared 13% of the time

SQL Server vs SingleStore

Compared 8% of the time

CockroachDB vs SingleStore

Compared 6% of the time

Teradata vs SingleStore

Compared 6% of the time

Google Cloud Spanner vs SingleStore

Compared 3% of the time

More SingleStore Competitors

Product Reports

NoSQL Databases

Download Aerospike Database 7 product report

Download MongoDB product report

Download SingleStore 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.

SingleStore enables organizations to scale from one to one million customers, handling SQL, JSON, full text and vector workloads — all in one unified platform.