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: April 2025).

Amazon RDS vs. SingleStore

April 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)

2nd

Average Rating

8.2

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

No ranking in other categories

SingleStore

Ranking in Database as a Service (DBaaS)

11th

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Vector Databases (15th)

Mindshare comparison

As of May 2025, in the Database as a Service (DBaaS) category, the mindshare of Amazon RDS is 24.7%, down from 27.7% compared to the previous year. The mindshare of SingleStore is 1.7%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

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 solution’s scalability, usability, and availability are valuable to us."

"The product's initial setup phase is totally easy."

"I use Amazon RDS to store and manage data securely. It helps me retrieve information and gain insights from the data that comes in for my business or specific applications."

"The solution is scalable and can be configured with AWS Secrets Manager."

"It is easy to use, flexible, and powerful."

"Amazon RDS is lightweight and flexible."

"It handles large-scale data migrations perfectly. Amazon RDS's performance is quite good. Charges are incurred after you utilize the service"

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

More Amazon RDS pros

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

"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 paramount advantage is the exceptional speed."

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

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

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

Cons

"The solution is a bit expensive."

"Technical support could be better."

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

"There are some advanced monitoring queries that we cannot execute because Amazon doesn't give admin privileges to the end users."

"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."

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

"The Amazon RDS engine could provide features for additional databases, such as Db2. It could also provide support for other databases, such as NoSQL databases, DynamoDB, and Apache Cassandra. They could all stay under one hood."

More Amazon RDS 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."

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

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

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

"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."

Pricing and Cost Advice

"Amazon RDS is cheaper compared to other tools."

"The price of Amazon RDS is reasonable."

"The solution's pricing needs improvement."

"Licensing fees are paid on an annual basis."

"The prices for different regions are different."

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

"The substantial initial credit and cost-effectiveness make Amazon an attractive option."

"Amazon RDS is an expensive solution."

More Amazon RDS pricing and cost advice

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

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

"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."

"SingleStore is a bit expensive."

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Top Industries

By visitors reading reviews

Computer Software Company

15%

Financial Services Firm

14%

University

Manufacturing Company

Financial Services Firm

34%

Computer Software Company

12%

Manufacturing Company

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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?

One key improvement would be adding support for multi-storage paradigms, including columnar support, as seen in TiDB. The serverless support with Aurora could also be enhanced. Additionally, having...

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 27% of the time

Google Cloud SQL vs Amazon RDS

Compared 21% of the time

Oracle Database as a Service vs Amazon RDS

Compared 18% of the time

Microsoft Azure SQL Database vs Amazon RDS

Compared 16% of the time

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ClickHouse vs SingleStore

Compared 13% of the time

SQL Server vs SingleStore

Compared 7% of the time

CockroachDB vs SingleStore

Compared 6% of the time

Chroma vs SingleStore

Compared 6% of the time

Teradata vs SingleStore

Compared 6% of the time

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Product Reports

Download Amazon RDS product report

Amazon RDS

May 2025

Download SingleStore product report

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

Sample Customers

Edmodo

6Sense, ADNOC, Adobe, Akamai, CARFAX, Cigna, Cisco, Comcast, DBS Bank, Dell, Dentsu, EY, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, Kakao, Kroger, LG, LiveRamp, Lumana, NBC, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, Siemens, SiriusXM, SK Telecom, SKAI, Sony, State Street Financial, STC, SunRun, TATA, Thorn, and ZoomInfo.