Amazon RDS vs SingleStore comparison

Amazon Web Services (AWS) and SingleStore are both solutions in the Database as a Service (DBaaS) category. Amazon Web Services (AWS) is ranked #2 with an average rating of 8.4, while SingleStore is ranked #17. Amazon Web Services (AWS) holds a 13.5% mindshare in DS, compared to SingleStore’s 2.9% mindshare. Additionally, 98% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 100% of SingleStore users who would recommend it.

Amazon RDS

Read 58 Amazon RDS reviews

3,802 Views
3,650 Comparison Views

98% willing to recommend

SingleStore

Read 6 SingleStore reviews

2,429 Views
437 Comparison Views

100% willing to recommend

Amazon RDS

SingleStore

Comparison Buyer's Guide

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Executive SummaryUpdated on Aug 12, 2024

Amazon RDS and SingleStore are leading database management solutions. SingleStore seems to have the upper hand due to its superior performance and better value despite its higher cost.

Features: Amazon RDS is noted for its automated backups, scalability, and integration with other AWS services. SingleStore offers high performance, real-time analytics, and support for various data types.

Room for Improvement: Amazon RDS users suggest improvements in query optimization, cost management, and support response time. SingleStore users see room for improvement in documentation, ease of use, and cost-related transparency.

Ease of Deployment and Customer Service: Amazon RDS has a straightforward deployment with AWS services but might have slower support response times. SingleStore provides a seamless deployment experience with responsive customer service.

Pricing and ROI: Amazon RDS is seen as cost-effective with good ROI but sometimes incurs unexpected costs. SingleStore, though more expensive, delivers substantial ROI through performance benefits.

To learn more, read our detailed Amazon RDS vs. SingleStore Report (Updated: February 2026).

Buyer's Guide

Amazon RDS vs. SingleStore

February 2026

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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

Amazon RDS

Ranking in Database as a Service (DBaaS)

2nd

Average Rating

8.4

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Relational Databases Tools (9th)

SingleStore

Ranking in Database as a Service (DBaaS)

17th

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Vector Databases (17th)

Mindshare comparison

As of February 2026, in the Database as a Service (DBaaS) category, the mindshare of Amazon RDS is 13.5%, down from 25.4% compared to the previous year. The mindshare of SingleStore is 2.9%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Database as a Service (DBaaS) Market Share Distribution
Product	Market Share (%)
Amazon RDS	13.5%
SingleStore	2.9%
Other	83.6%

Database as a Service (DBaaS)

Featured Reviews

reviewer2592669

Director Software Engineer at a computer software company with 10,001+ employees

Positive experiences with database services, with minor room for feature enhancements observed

I don't really see any disadvantages of Amazon RDS. With Oracle, I think AWS doesn't provide the RAC stability. If you have Oracle installed in your own data centers, you can set up various clusters and we can set up the RACs, but in Amazon RDS, we cannot have the RAC feature of Oracle. They could add that feature. Amazon RDS has limitations regarding RAC. If we talk about installing Oracle in RDS, we cannot have the RAC, but if you deploy Oracle on GCP, then there is probably the RAC feature available. I observed that around two or three years back, but I'm not sure whether they have added the RAC feature in AWS. Amazon RDS is expensive compared to GCP. GCP also has the same features, and although it is quite extensive and feature-rich, I see Amazon RDS as slightly expensive compared to other clouds.

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Vignesh KR

Solution Architect at Wipro Limited

An excellent choice for diverse data processing needs with exceptional in-memory capabilities, robust failover mechanisms, easy scalability and high performance

Scalability is its key strength. Adding servers for scalability is a straightforward process involving simply incorporating a few additional servers and recycling the cluster triggers automatic repartitioning and redistribution of data. For instance, if the initial database creation involved a hundred servers and later, four more servers are added, specific commands can be executed to increase the partitions to one hundred twenty. The data is then efficiently redistributed across the expanded partitions without the need for manual data movement, ensuring a seamless and efficient scalability process. In my current organization, approximately three projects involve the usage of SingleStore, with a team size ranging from ten to twenty individuals.

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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

"The biggest advantage of Amazon RDS, which is basically an AWS service, is that you can customize it."

"I recommend RDS because it makes your life super easy."

"The most valuable aspect of Amazon RDS is it is on the cloud."

"It makes it easy to administer the database. It helps to scale your database by providing Read Replicas, which reduce transaction time. It is highly available and durable which helps in disaster recovery and management."

"Amazon RDS is easy to maintain and easy to deploy."

"It is stable, scalable, and easy to deploy."

"It is very easy to set up initially."

"The time to install or set up a database environment is very fast."

More Amazon RDS pros

"The paramount advantage is the exceptional speed."

"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."

"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."

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

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

Cons

"The solution's version upgrade and performance could be improved."

"Amazon has a policy of automatically restarting the server every seven days."

"The solution could improve the administration tools."

"A lot of the features are disabled by default. The solution should enable more features. I understand this could cause challenges to management for many clients using RDS, however."

"The product must add more older versions of the database engines."

"User interface needs improvement for using IPS and CloudWatch to scale and utilize read replicas, enabling performance insights to view query formats where the bottlenecks occur, identifying the fixes, slow queries, and missing indexes, improving the security and monitoring with alerts."

"The only thing that needs improvement would be the pricing of the solution."

"There are a few aspects of database management that have room for improvement. There are a few parameters in the solution that are a bit unclear at our end as it's not understandable."

More Amazon RDS cons

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

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

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

"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."

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

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

Pricing and Cost Advice

"On a scale from one to ten, where ten is the most expensive, and one is the cheapest, I rate the solution's pricing a seven out of ten."

"The price of Amazon RDS is reasonable."

"The cost is manageable because you can see the expense associated with each instance and utilize tools for tagging and cost control."

"AWS is becoming pretty expensive because cheap or absolutely free services have become paid services. Amazon RDS is not an expensive product, but Amazon's ecosystem is becoming increasingly expensive."

"Amazon RDS is less expensive than other solutions."

"Amazon RDS is not a very expensive solution."

"It is less expensive than SQL Server. We pay based on the usage on a monthly basis."

"The cost depends on the kind of instance we use."

More Amazon RDS pricing and cost advice

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

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

"SingleStore is a bit expensive."

"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

Computer Software Company

11%

Financial Services Firm

10%

University

Healthcare Company

Financial Services Firm

30%

Computer Software Company

Comms Service Provider

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	22
Midsize Enterprise	15
Large Enterprise	23

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	3

Questions from the Community

What do you like most about Amazon RDS?

The product's installation phase is easy.

See all answers

What is your experience regarding pricing and costs for Amazon RDS?

The pricing for Amazon RDS is reasonable.

See all answers

What needs improvement with Amazon RDS?

Currently, I cannot think of any major improvements. Perhaps more platforms in terms of database engine versions would be beneficial. Right now, Amazon RDS supports MySQL and PostgreSQL, but there ...

See all answers

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Comparisons

MongoDB Atlas vs Amazon RDS

Compared 19% of the time

Google Cloud SQL vs Amazon RDS

Compared 14% of the time

Microsoft Azure SQL Database vs Amazon RDS

Compared 12% of the time

Oracle Database as a Service vs Amazon RDS

Compared 9% of the time

Redis vs Amazon RDS

Compared 3% of the time

More Amazon RDS Competitors

ClickHouse vs SingleStore

Compared 7% of the time

Supabase Vector vs SingleStore

Compared 5% of the time

SQL Server vs SingleStore

Compared 5% of the time

CockroachDB vs SingleStore

Compared 5% of the time

Google Cloud Spanner vs SingleStore

Compared 4% of the time

More SingleStore Competitors

Product Reports

Buyer's Guide

Amazon RDS

February 2026

Download Amazon RDS product report

Buyer's Guide

SingleStore

January 2026

Download SingleStore product report

Also Known As

RDS

No data available

Overview

Amazon Relational Database Service (Amazon RDS) is a web service that makes it easier to set up, operate, and scale a relational database in the cloud. It provides cost-efficient, resizeable capacity for an industry-standard relational database and manages common database administration tasks.

Amazon Web Services (AWS)

SingleStore delivers the performance you need for enterprise AI, providing the most performant data platform for apps and analytics at scale. SingleStore enables organizations to scale from one to one million customers in one unified platform. SingleStore offers transparent pricing as shown here https://www.singlestore.com/pricing/

SingleStore caters to over 400 customers globally, including major banks and tech companies in 50+ countries and 40+ verticals. It offers seamless scaling for both transactional and analytical workloads, simplifying data management with its MySQL compatibility and real-time processing capabilities. SingleStore's distributed architecture ensures speed and reliability, efficiently handling large data volumes.

What are the key features of SingleStore?

MySQL Compatibility: Eases the learning curve for users.
Built-in Pipelines: Connects to S3, Kafka, and more.
High Concurrency: Processes billions of records swiftly.
Replication & Failover: Enhances speed and reliability.
In-memory Storage: Ensures data safety and quick access.

What benefits can users find in SingleStore reviews?

Automatic Reconfiguration: Simplifies management tasks.
Impressive SQL Performance: Supports complex queries efficiently.
Scalability: Handles large datasets with a multi-node setup.

Top banks and fintech companies leverage SingleStore for efficient management of financial data, while media and telecom industries use it for scalable metadata management and improved data processing. Retail and eCommerce sectors benefit from enhanced transactional capabilities, reducing the need for separate databases and optimizing reporting processes. SingleStore's capacity to unite diverse workloads makes it a strategic choice across many sectors.

SingleStore

Sample Customers

Edmodo

400+ customers including: 6sense, Adobe, Akamai, Ant Money, Arcules, CARFAX, Cigna, Cisco, Comcast, DELL, DBS Bank, Dentsu, DirectlyApply, EY, Factors.AI, Fathom Analytics, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, impact.com, Kroger, LG, LiveRamp, Lumana, Nvidia, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, SegMetrics, Siemens, SiteImprove, SiriusXM, SK Telecom, SKAI, SONY, STC, SunRun, TATA, Thorn, ZoomInfo.

Buyer's Guide

Amazon RDS vs. SingleStore

February 2026

Free Report: Amazon RDS vs. SingleStore

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