Amazon RDS vs SingleStore comparison

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Amazon RDS

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Executive SummaryUpdated on Jun 3, 2026

Amazon RDS and SingleStore compete in the managed database service category. Amazon RDS holds the upper hand in user convenience and security, while SingleStore stands out for its speed and scalability.

Features: Amazon RDS offers a fully-managed service with a variety of database engines, automation tools, and high availability. Its comprehensive security features, operational simplicity, and flexibility in choosing database types enhance user experience. SingleStore excels in speed, scalability, and handling both transactional and analytical workloads on a single platform. It delivers real-time analytics and complex query performance, ideal for high-volume data environments.

Room for Improvement: Amazon RDS could simplify its setup process, improve documentation, and offer better integration with Microsoft products. Users find its pricing structure challenging and seek more database engine support. SingleStore could improve SQL features and error handling. There is a need for better integration with monitoring tools and streamlined data distribution across partitions for optimized performance.

Ease of Deployment and Customer Service: Amazon RDS is popular in public and hybrid cloud environments, providing basic support with its free tier and requiring payment for premium services. Support responsiveness can be inconsistent. SingleStore supports on-premises and hybrid deployments but faces similar customer service challenges. Both solutions need to enhance their support services.

Pricing and ROI: Amazon RDS uses a pay-as-you-go model that can lead to unforeseen expenses. It eliminates the need for DBAs, making it cost-effective for some, although its pricing can be considered high. Accurate usage forecasting leads to better cost efficiency. SingleStore has clearer pricing tiers which are considered slightly expensive but cost-effective for infrastructure investment, especially in analytical contexts. Both products offer substantial ROI when infrastructure optimization is achieved.

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

Amazon RDS vs. SingleStore

August 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:

ROI

Sentiment score

2.2

Amazon RDS users report cost savings and scalability, benefiting from AWS management, pay-as-you-go pricing, and increased agility.

Sentiment score

5.9

SingleStore enhances performance and efficiency with minimal setup, delivering transactional and analytical capabilities while reducing operational overhead.

No quotes available

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The efficiency has increased significantly, and our workflows are consolidated into a single platform, thus reducing the operational overhead we previously faced.

SDE III at a tech vendor with 1,001-5,000 employees

The objective was to scale as data loads with high-performing query model responses.

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

I have seen a return on investment in terms of time saved.

reviewer2796066

Devops Engineer at a tech vendor with 51-200 employees

Customer Service

Sentiment score

6.8

Amazon RDS support varies by tier, with premium rated higher; users value documentation but face delays with standard support.

Sentiment score

7.9

SingleStore provides exceptional customer support with 24/7 availability, dedicated teams, and an intuitive interface, earning high satisfaction.

The documentation is quite good.

Kenan Çiftçi

Corporate Database Architect at a tech services company with 201-500 employees

The official AWS technical support for Amazon RDS is helpful, providing 24/7 assistance for all business support cases with tools such as the health dashboard and AWS trusted advisor.

Baqir Sajjad

AWS Architect at Virtual University

I would rate the support from AWS very high, maybe nine, but it also depends on what kind of support you have signed in your contract, whether the premium support or the standard support.

For more quotes and insights, download the Amazon RDS report

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

The customer support is very proactive and responsive twenty-four hours per day, seven days per week.

Senior Software Engineer at Honeywell

Their team is capable of resolving issues efficiently, allowing users to create tickets and receive support.

reviewer2796066

Devops Engineer at a tech vendor with 51-200 employees

We have our own account manager who keeps us informed of the latest solutions and improvements in the system.

For more quotes and insights, download the SingleStore report

Vice President, Research & Development at a computer software company with 11-50 employees

Scalability Issues

Sentiment score

7.0

Amazon RDS is praised for its strong scalability, easy scaling, and effective cloud-based expansion, despite some data challenges.

Sentiment score

7.9

SingleStore efficiently scales with minimal downtime, supporting both vertical and horizontal scaling, and handles increased data loads effectively.

Its automated scaling, both in storage and instances, is vital as it eliminates manual interventions.

AICE Graduate at alx_africa

The installation of Amazon RDS is quite easy and quite scalable.

For more quotes and insights, download the Amazon RDS report

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

Despite being a strong feature, scalability could be improved due to the lack of full functionality in autoscaling.

reviewer2668191

VP engineering at a computer software company with 1,001-5,000 employees

As our data volumes grow, we can expand resources without significant performance degradation.

SDE III at a tech vendor with 1,001-5,000 employees

SingleStore's scalability is really nice, as the process model includes master aggregator and slave aggregators or child aggregators, making it very well scalable both vertically and horizontally.

For more quotes and insights, download the SingleStore report

Vice President, Research & Development at a computer software company with 11-50 employees

I have added both storage and additional instances many times, and it worked perfectly.

Leonid Neizberg

Database Administrator at Twingo

Stability Issues

Sentiment score

8.1

Amazon RDS is highly stable, praised for reliability, minimal issues, and benefits from AWS's automated backup features.

Sentiment score

8.3

SingleStore is highly rated for its stability, consistent uptime, effective workload handling, and reliability as a main database engine.

Amazon RDS is very stable when deployed correctly across different zones with the right configurations.

For more quotes and insights, download the Amazon RDS report

AICE Graduate at alx_africa

It is a stable product overall, with very few issues.

reviewer2668191

VP engineering at a computer software company with 1,001-5,000 employees

So far, I have not had any outages, crashes, or downtime.

Donny Trijatmiko

Dev Ops Engineer at MyRobin.ID

It handles large workloads and maintains consistent performance very well overall.

SDE III at a tech vendor with 1,001-5,000 employees

The performance and usability of SingleStore as a main database engine are significantly superior to other both paid and open-source solutions.

Vice President, Research & Development at a computer software company with 11-50 employees

I have not seen any downtime.

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

Room For Improvement

Amazon RDS users face challenges with configuration, scalability, support, integration, and security, needing enhancements for better management and transition.

SingleStore needs improvements in data distribution, SQL features, documentation, integration, error handling, administration, monitoring, migration, and community support.

Simplifying migration for those transitioning from on-premises to cloud environments.

For more quotes and insights, download the Amazon RDS report

AICE Graduate at alx_africa

Having native Change Data Capture (CDC) support would be beneficial, allowing for seamless integration with Kafka without relying on external technologies like Debezium.

reviewer2668191

VP engineering at a computer software company with 1,001-5,000 employees

Enabling performance insights to view query formats where the bottlenecks occur, identifying the fixes, slow queries, and missing indexes.

Baqir Sajjad

AWS Architect at Virtual University

Error handling needs attention. When it fails due to memory, it only indicates that but not exactly in which process it failed.

Senior Software Engineer at Honeywell

The data which is sent to DataDog sometimes does not match with the SingleStore dashboard.

reviewer2796066

Devops Engineer at a tech vendor with 51-200 employees

Better documentation for advanced use cases, especially where data volumes are very high and queries are frequent, would help us manage the feature more efficiently.

For more quotes and insights, download the SingleStore report

SDE III at a tech vendor with 1,001-5,000 employees

Setup Cost

Amazon RDS pricing offers flexibility and savings, but requires careful cost management to avoid unexpected charges and manage expenses.

SingleStore offers transparent pricing with cloud and on-premises options, though costs vary; free trials are available for exploration.

While Azure provides great services, long-term plans on AWS are 20% to 30% cheaper.

Karthikeyan Katkam

AWS Engineer at Neurolov.ai

I find the pricing of Amazon RDS fair, as AWS operates on a pay-for-what-you-use model.

For more quotes and insights, download the Amazon RDS report

AICE Graduate at alx_africa

I rate the price for Amazon as eight on a scale from one to ten.

Kenan Çiftçi

Corporate Database Architect at a tech services company with 201-500 employees

My experience with pricing, setup cost, and licensing is that it can be a bit expensive for startups.

Senior Software Engineer at Honeywell

The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.

For more quotes and insights, download the SingleStore report

Vice President, Research & Development at a computer software company with 11-50 employees

Valuable Features

Amazon RDS offers scalability, security, and ease of use with features like automated backups and high availability for diverse applications.

SingleStore offers fast, scalable data handling with resilience, supporting complex operations and improving productivity through integration and ease of use.

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.

AICE Graduate at alx_africa

Database management is effective in Amazon RDS because it offers automated backups, high availability, read replicas, and support from multiple database engineers, while also providing security, monitoring and metrics, scalability.

Baqir Sajjad

AWS Architect at Virtual University

In some cases, we are using the read replica feature, and it does improve our application performance because we do not allow any downstream system to come to the main storage or main databases and perform a query.

For more quotes and insights, download the Amazon RDS report

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

SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone.

Senior Software Engineer at Honeywell

A very nice and useful feature is its compatibility with MySQL API, letting any system that can connect to MySQL also connect to SingleStore, thus solving many interoperability issues with different systems.

For more quotes and insights, download the SingleStore report

Vice President, Research & Development at a computer software company with 11-50 employees

SingleStore is a distributed database that has the advantage that at any moment when resources are insufficient, there is a possibility to add more nodes, and everything is added online.

Leonid Neizberg

Database Administrator at Twingo

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 (8th)

SingleStore

Ranking in Database as a Service (DBaaS)

9th

Average Rating

8.8

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Vector Databases (11th)

Mindshare comparison

As of August 2026, in the Database as a Service (DBaaS) category, the mindshare of Amazon RDS is 12.6%, down from 22.2% compared to the previous year. The mindshare of SingleStore is 3.6%, up from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Database as a Service (DBaaS) Mindshare Distribution
Product	Mindshare (%)
Amazon RDS	12.6%
SingleStore	3.6%
Other	83.8%

Database as a Service (DBaaS)

Featured Reviews

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

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

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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Real-time analytics has transformed daily decisions and delivers fast dashboards from streaming data

Senior Software Engineer at Honeywell

The best features SingleStore offers include fast data recovery and data compression by 80 percent. Having the information in sheets helps me to process the information quickly. Simplicity in T-SQL is another aspect I appreciate. Data recovery and sheet-based processing help my team on a day-to-day basis by enabling us to handle information efficiently. I would like to add that the data compression by 80 percent helps us in an excellent way since we are very fast in obtaining the data for our dashboards and the compression of the information is great. SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone. It has been very helpful because our internal clients are happy to have the data and make data-driven decisions easily. Making decisions based on data within a two-hour delay to the transactional database is excellent since we went from twenty-four hours to two hours. I think the best contribution is decision-making with data that is close to reality. Reducing that delay from twenty-four hours to two hours has significantly affected my team and business outcomes by increasing productivity. We have been able to serve all our customers, and they are very happy. We can deliver to them on time.

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Top Industries

By visitors reading reviews

Construction Company

10%

Financial Services Firm

10%

Computer Software Company

University

Financial Services Firm

28%

Computer Software Company

Comms Service Provider

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	23
Midsize Enterprise	16
Large Enterprise	24

By reviewers
Company Size	Count
Small Business	7
Large Enterprise	5

Questions from the Community

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

The pricing for Amazon RDS is reasonable.

What needs improvement with Amazon RDS?

I think Amazon RDS can be improved or enhanced if it can be implemented with other monitoring tools such as Percona. Currently, I am trying to add Percona monitoring for monitoring in addition to i...

What is your primary use case for Amazon RDS?

Amazon RDS is typically used for AI applications. I am developing it for an AI recruitment agent and for collecting data for HRIS, Software as a Service for a workforce as a service, and storing data.

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

The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.

What needs improvement with SingleStore DB?

Improvement for SingleStore is a tough question, as I think many of the new features are taking this path and allowing more AI and AI-related capabilities, which include RAG, support, and specific ...

What is your primary use case for SingleStore DB?

SingleStore serves as our main production database, which includes online transaction processing, OLTP, data management, streaming, Kafka streams, AWS S3 streams, and data manipulation and statisti...

MongoDB Atlas vs Amazon RDS

Comparisons

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Compared 9% of the time

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Compared 8% of the time

Oracle Database as a Service vs Amazon RDS

Compared 6% of the time

vCloud Air vs Amazon RDS

Compared 3% of the time

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Compared 9% of the time

Redis vs SingleStore

Compared 6% of the time

CockroachDB vs SingleStore

Compared 5% of the time

ClickHouse vs SingleStore

Compared 4% of the time

Cassandra vs SingleStore

Compared 4% of the time

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Product Reports

Download Amazon RDS product report

Amazon RDS

August 2026

Download SingleStore product report

July 2026

Also Known As

RDS

No data available

Overview

Amazon RDS offers scalability, high availability, and security. It supports multiple database engines and facilitates automated backups and data encryption, with a focus on user-friendly features.

Amazon RDS is a managed database service supporting engines like MySQL and PostgreSQL. It enhances resilience through Multi-AZ deployments and integrates with tools like CloudWatch for monitoring and cost management. Users appreciate its ease of use, performance insights, and the reduction in administrative tasks which enable them to concentrate on business objectives. However, some users find interface complexity and administrative privilege needs challenging, along with migration difficulties.

What are the key features of Amazon RDS?

Scalability: Supports storage and read replicas to handle growing data needs.
High Availability: Multi-AZ deployments ensure database resilience.
Security: Features such as data encryption and automated backups protect data.

What benefits should users expect?

Streamlined Administration: Reduces time spent on database management.
Improved Performance: Access to performance insights for optimization.
Cost Efficiency: Monitoring tools help manage and reduce costs.

In industries like web development, fintech, and e-commerce, Amazon RDS is utilized to optimize database handling, ensure high availability, and facilitate secure data transactions. Organizations often use AWS migration tools to transition from on-premises infrastructures to cloud environments, benefiting from managed services to focus on enhancement rather than maintenance.

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.