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)

7th

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Vector Databases (13th)

Mindshare comparison

As of April 2025, in the Database as a Service (DBaaS) category, the mindshare of Amazon RDS is 25.0%, down from 27.9% compared to the previous year. The mindshare of SingleStore is 1.7%, up from 0.8% 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 is good for on-premise deployments."

"The most valuable feature of Amazon RDS is its performance."

"Relational databases excel in extensive normalization, eliminating data redundancy and efficiently structuring tables which leads to a clear and efficient relationship between tables using primary keys."

"The IT is easy to set up, which is the best."

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

"I found it to be a stable solution."

"The Amazon RDS features I found most valuable are snapshots and automatic backups."

"Amazon RDS is a scalable solution."

More Amazon RDS pros

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

"The paramount advantage is the exceptional speed."

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

"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."

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

Cons

"Amazon cannot guarantee the stability of some extensions, and there is a need for different extensions to meet PCI requirements."

"The setup might be a bit challenging for multi-level applications."

"In the next release, it would be great to see RDS provide connection pooling out of the box."

"There are some use cases that might come up where we would want to understand the performance aspects better."

"I also don't think it's very scalable."

"The product should support new databases."

"Sometimes the interface has many moving parts, which is a concern."

"The support team of Amazon RDS provides us with some links to go through whenever we face some issues, but it doesn't work for us."

More Amazon RDS cons

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

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

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

"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."

"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."

Pricing and Cost Advice

"Licensing fees are paid on an annual basis."

"if you don't know how to optimize and use your tool properly, the cost might hurt you."

"We are paying for a service license."

"Amazon RDS could improve by reducing the price."

"Amazon RDS is less expensive than other solutions."

"The solution is expensive."

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

"The cost of using this solution is similar to that of having your own data center."

More Amazon RDS pricing and cost advice

"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."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

14%

University

Manufacturing Company

Financial Services Firm

33%

Computer Software Company

13%

Manufacturing Company

Healthcare Company

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

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Compared 16% of the time

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Compared 5% of the time

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Teradata vs SingleStore

Compared 7% of the time

MongoDB vs SingleStore

Compared 6% of the time

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Product Reports

Download Amazon RDS product report

Amazon RDS

April 2025

Download SingleStore product report

March 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.