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: March 2026).

Amazon RDS vs. SingleStore

March 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

2.6

Organizations benefit financially from Amazon RDS's cost-effectiveness, agility, and scalability, despite varying results and AWS expense concerns.

Sentiment score

6.9

SingleStore offers cost-efficient, scalable solutions with easy setup, supporting enterprise-level transactional and analytical needs in one platform.

No quotes available

For more quotes and insights, download the Amazon RDS report

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

Customer Service

Sentiment score

6.8

Amazon RDS support varies by level and location; premium is efficient, but US standard support often lacks expertise.

Sentiment score

7.6

SingleStore's 24/7 proactive support is highly rated, personalized, and effective, using Zendesk for prioritization and dedicated onboarding support.

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.

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

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

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

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

Scalability Issues

Sentiment score

7.1

Amazon RDS is praised for its scalability and reliability, though some express minor concerns with large dataset management.

Sentiment score

8.1

SingleStore efficiently scales with minimal downtime, handling extensive queries and complex tasks, despite challenges with data growth.

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

SingleStore's scalability is high and it can be used by any size of organization and can handle any needs of any organization.

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

Stability Issues

Sentiment score

8.1

Amazon RDS is praised for reliability, performance, and uptime with minimal issues, especially with Multi-AZ enhancing stability.

Sentiment score

8.4

SingleStore is rated highly stable, with most downtime caused by external factors, receiving ratings between seven and ten.

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

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

Amazon RDS is quite stable, and the SLAs are sort of 99.98%.

For more quotes and insights, download the Amazon RDS report

Director Software Engineer at a computer software company with 10,001+ 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 seek improvements in security, documentation, scalability, integration, and support, with enhanced customization and cost reduction.

SingleStore users need improved Azure integration, better documentation, advanced SQL features, and optimized data handling and server tools.

Right now, Amazon RDS supports MySQL and PostgreSQL, but there are certain other RDS engines that it cannot support yet.

AungKhaing Soe

Senior Solutions Architect at a tech vendor with 501-1,000 employees

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

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

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

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

Setup Cost

Amazon RDS pricing is usage-dependent and cost-effective, offering savings on admin costs but can be expensive compared to alternatives.

SingleStore's pricing is cost-effective for large firms with flexible cloud tiers and free on-premises licensing for startups.

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.

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

Valuable Features

Amazon RDS provides scalability, security, and flexibility with multi-engine support and simplified operations for diverse applications.

SingleStore offers fast recovery, high data compression, and scalability, enhancing performance, productivity, and efficient data processing with seamless integration.

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

High availability is a basic fundamental architecture requirement. Multi-AZ automatically complies with that requirement, so that is a very helpful and useful feature.

AungKhaing Soe

Senior Solutions Architect at a tech vendor with 501-1,000 employees

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.

For more quotes and insights, download the SingleStore report

Senior Software Engineer at Honeywell

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

7.3

Number of Reviews

Ranking in other categories

Vector Databases (17th)

Mindshare comparison

As of March 2026, in the Database as a Service (DBaaS) category, the mindshare of Amazon RDS is 12.6%, down from 25.0% compared to the previous year. The mindshare of SingleStore is 2.9%, up from 1.7% 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	2.9%
Other	84.5%

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

Computer Software Company

11%

Financial Services Firm

10%

University

Manufacturing 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	16
Large Enterprise	22

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	4

Questions from the Community

What do you like most about Amazon RDS?

The product's installation phase is easy.

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

The pricing for Amazon RDS is reasonable.

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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 ...

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Comparisons

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Compared 18% of the time

Google Cloud SQL vs Amazon RDS

Compared 13% 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

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Compared 7% of the time

Supabase Vector vs SingleStore

Compared 5% of the time

CockroachDB vs SingleStore

Compared 5% of the time

SQL Server vs SingleStore

Compared 5% of the time

Google Cloud Spanner vs SingleStore

Compared 3% of the time

More SingleStore Competitors

Product Reports

Download Amazon RDS product report

Amazon RDS

March 2026

Download SingleStore product report

February 2026

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.