Amazon RDS vs SingleStore comparison

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Amazon RDS

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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: September 2025).

Amazon RDS vs. SingleStore

September 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

Amazon RDS

Ranking in Database as a Service (DBaaS)

1st

Average Rating

8.4

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

SingleStore

Ranking in Database as a Service (DBaaS)

12th

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Vector Databases (15th)

Mindshare comparison

As of September 2025, in the Database as a Service (DBaaS) category, the mindshare of Amazon RDS is 20.1%, down from 25.4% compared to the previous year. The mindshare of SingleStore is 2.6%, up from 0.9% 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	20.1%
SingleStore	2.6%
Other	77.3%

Database as a Service (DBaaS)

Featured Reviews

Samuel Ebite

AICE Graduate at alx_africa

Ensure high availability with robust encryption and seamless backups

Amazon RDS provides data encryption using services like KMS, crucial for securing high-sensitive data and meeting compliance requirements such as HIPAA or PCI DSS. The best practices we've employed with RDS help design a well-architected framework, encompassing security, encryption, scalability with multi-availability zone deployment, and operational excellence with automated backups. RDS features, such as reserved instances, storage auto-scaling, monitoring with technologies like CloudWatch, and proxies, contribute to cost optimization. The solution enhances security with IAM authentication and offers high availability to end users.

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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

"The most valuable feature is that it is a fully managed database, where they handle most of the administrative tasks and leaves the users more time to concentrate on business."

"The most valuable features of the solution stem from the fact that it requires an easy setup phase, and it is also easy to use while not being too heavy on its users."

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

"Being able to change the size of an RDS MySQL instance is amazing."

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

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

"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."

"The scalability is the best, and I have no issues with the ability to scale."

More Amazon RDS pros

"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."

"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."

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

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

Cons

"The solution's connectivity and response logs could be improved."

"Currently, speaking of Microsoft SQL on RDS, you don't have a full option to be able to use it directly on RDS. So, it needs improvement."

"If Amazon RDS can be provided as a service platform, it would be beneficial for years. Instead of focusing on infrastructure, they can assist backend engineers and those with varying technical expertise in utilizing it effectively. It would be helpful if Amazon could provide a more predictable pricing strategy."

"The solution could improve the administration tools."

"Currently, we are using Fargate. Instead of that, we are planning to use EC2 instances, but we are facing some problems, and we are unable to enable NAT gateway for Elastic Load Balancer. When we enable auto-scaling, the instance count increases, and we get IP addresses dynamically. We need to whitelist the IPs of these instances, but there is no option to whitelist those IPs in Amazon RDS. We need one static IP that we can assign to ELB so that we can whitelist this IP."

"The running cost could be improved."

"The backup and restore processes take more time compared to other providers. For instance, if DigitalOcean takes two minutes to restore or create a backup, AWS will take 2 to 3 minutes."

"One notable improvement that could enhance the database management experience, particularly during migration scenarios, is the accessibility of the root user."

More Amazon RDS cons

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

"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."

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

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

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

Pricing and Cost Advice

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

"By using a combination of Reserve Instances and On-Demand pricing, you can reduce the cost."

"Amazon RDS is cheaper compared to other tools."

"The platform pricing is on the higher side, but given its capabilities and ease of use, it remains competitive."

"We are paying for a service license."

"The solution's price is good."

"Amazon RDS could improve by reducing the price."

"The price of Amazon RDS is expensive."

More Amazon RDS pricing and cost advice

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

"SingleStore is a bit expensive."

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

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

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

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Top Industries

By visitors reading reviews

Computer Software Company

14%

Financial Services Firm

13%

University

Manufacturing Company

Financial Services Firm

32%

Computer Software Company

12%

Comms Service Provider

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	22
Midsize Enterprise	14
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.

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

The pricing for Amazon RDS is reasonable.

What needs improvement with Amazon RDS?

User interface needs improvement for using IPS and cloud watch to scale and utilize read replicas, enabling performance insights to view query formats where the bottlenecks occur, identifying the f...

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 building an on-premise cluster incurs an initial cost for servers with ample RAM...

What needs improvement with SingleStore DB?

MongoDB Atlas vs Amazon RDS

Comparisons

Compared 22% of the time

Google Cloud SQL vs Amazon RDS

Compared 18% of the time

Oracle Database as a Service vs Amazon RDS

Compared 16% of the time

Microsoft Azure SQL Database vs Amazon RDS

Compared 13% of the time

IBM Db2 on Cloud vs Amazon RDS

Compared 2% of the time

More Amazon RDS Competitors

ClickHouse vs SingleStore

Compared 11% of the time

SQL Server vs SingleStore

Compared 8% of the time

Supabase Vector vs SingleStore

Compared 7% of the time

CockroachDB vs SingleStore

Compared 7% of the time

Aerospike Database 7 vs SingleStore

Compared 3% of the time

More SingleStore Competitors

Product Reports

Download Amazon RDS product report

Amazon RDS

September 2025

Download SingleStore product report

August 2025

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.

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.