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Amazon Aurora vs SingleStore comparison

 

Comparison Buyer's Guide

Executive Summary

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
5.6
Switching to Amazon Aurora saves costs nearly 30% over RDS while improving performance, reliability, and manpower efficiency by 50%.
Sentiment score
7.5
SingleStore offers cost efficiency, versatility, and scalability, providing seamless setup and substantial ROI with minimal hassle and complexity.
Using Amazon Aurora has saved us significantly in terms of manpower costs, with nearly fifty percent savings compared to an on-premises solution.
Digital Services & Engagement Senior Manager at AXA
I have seen a return on investment in terms of time saved.
Devops Engineer at a tech vendor with 51-200 employees
The objective was to scale as data loads with high-performing query model responses.
Senior Software Engineer at Honeywell
 

Customer Service

Sentiment score
5.3
Amazon Aurora offers varying support quality; enterprise users get prompt help, while free trial users experience limited assistance.
Sentiment score
7.8
SingleStore offers 24/7 support with a dedicated team, interactive UI, and personalized service, receiving high user satisfaction.
Technical support from Amazon is rated very highly.
Digital Services & Engagement Senior Manager at AXA
The initial support could improve by having engineers familiarize themselves with the issue content to provide more specialized assistance from the start.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
Their team is capable of resolving issues efficiently, allowing users to create tickets and receive support.
Devops Engineer at a tech vendor with 51-200 employees
The customer support is very proactive and responsive twenty-four hours per day, seven days per week.
Senior Software Engineer at Honeywell
 

Scalability Issues

Sentiment score
7.8
Amazon Aurora excels in scalability, seamlessly auto-scaling for dynamic environments, though AWS's pricing model has limitations.
Sentiment score
7.3
SingleStore scales efficiently with minimal downtime, offering seamless integration and optimal performance, ideal for organizations without budget constraints.
This scalability is critical as it allows for runtime expansion, which is essential for businesses moving from on-premises to the cloud.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
SingleStore's scalability is high and it can be used by any size of organization and can handle any needs of any organization.
Senior Software Engineer at Honeywell
 

Stability Issues

Sentiment score
7.5
Amazon Aurora is stable with occasional minor issues, offering high availability and reliability for MySQL and PostgreSQL engines.
Sentiment score
8.3
SingleStore is highly rated for stability, ensuring continuous operation despite errors, with strong redundancy and maintenance capabilities.
It offers a stable environment, ensuring consistent performance.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
I have not seen any downtime.
Senior Software Engineer at Honeywell
 

Room For Improvement

Amazon Aurora users seek better pricing, expanded support, smoother migrations, and improvements in performance, scalability, and developer resources.
SingleStore faces challenges in documentation, SQL features, integration, and support, with room for improvement in various areas.
There are technical challenges, such as the inability to provision the database using a PostgreSQL snapshot directly.
Digital Services & Engagement Senior Manager at AXA
Keeping extensions up-to-date with PostgreSQL releases would enhance Aurora's functionality.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
I used the backup options in Amazon Aurora for cloning databases. It's very common.
Data & Solution Archtect at Enkel
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.
Devops Engineer at a tech vendor with 51-200 employees
 

Setup Cost

Amazon Aurora provides flexible, cost-effective pricing with notable performance benefits, though some consider it expensive compared to self-managed solutions.
SingleStore offers transparent pricing, with cost-effective enterprise licenses and free licensing for small self-managed installations.
The pricing is reasonable and not overly expensive.
Digital Services & Engagement Senior Manager at AXA
Amazon Aurora is not very expensive as other solutions with similar features from other vendors come at almost the same cost.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
The pricing for Amazon Aurora is different from DocumentDB because DocumentDB is cheaper.
Data & Solution Archtect at Enkel
My experience with pricing, setup cost, and licensing is that it can be a bit expensive for startups.
Senior Software Engineer at Honeywell
 

Valuable Features

Amazon Aurora offers automated maintenance, high scalability, and compatibility, ideal for diverse databases and efficient FinOps management.
SingleStore excels in speed, distributed architecture, and usability, offering fast data handling, MySQL support, and robust failover.
It replicates data across multiple Availability Zones, ensuring high availability and geographical redundancy, which can be considered a GR instead of a DR.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
Amazon Aurora offers a 99.9% SLA compared to PostgreSQL. This ensures a high level of availability for our applications.
Digital Services & Engagement Senior Manager at AXA
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
SingleStore has impacted my organization positively because the output and performance of the app have been improved.
Devops Engineer at a tech vendor with 51-200 employees
 

Categories and Ranking

Amazon Aurora
Average Rating
8.4
Reviews Sentiment
6.3
Number of Reviews
20
Ranking in other categories
Relational Databases Tools (6th), Database Management Systems (DBMS) (6th)
SingleStore
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
8
Ranking in other categories
Database as a Service (DBaaS) (12th), Vector Databases (16th)
 

Mindshare comparison

While both are Databases solutions, they serve different purposes. Amazon Aurora is designed for Relational Databases Tools and holds a mindshare of 3.2%, up 3.0% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 3.4% mindshare, up 1.7% since last year.
Relational Databases Tools Mindshare Distribution
ProductMindshare (%)
Amazon Aurora3.2%
Oracle Database10.9%
SQL Server10.7%
Other75.2%
Relational Databases Tools
Database as a Service (DBaaS) Mindshare Distribution
ProductMindshare (%)
SingleStore3.4%
Amazon RDS11.9%
MongoDB Atlas11.4%
Other73.3%
Database as a Service (DBaaS)
 

Featured Reviews

Rubens Oliveira - PeerSpot reviewer
Data & Solution Archtect at Enkel
Migration and cost control improve with flexible database features
Amazon Aurora's best features are about scaling up and scaling down, which is perfect. This database has many options for tuning, and it's possible to adjust according to the needs of the customers. It's a great database. The automated backup feature is effective. A nice feature is that last week, I made a snapshot of my MySQL database, and I restored this snapshot and migrated it from MySQL to Amazon Aurora MySQL. It's perfect. Amazon Aurora's scaling up and scaling down is helpful for cost efficiency because the cost is more controlled. For example, when I need one cluster for two nodes, if I have a special week, I can scale up. For one hour, I can create a scheduled automatic scale, and when this period finishes, all capacity goes down. With Amazon Aurora, you can have more control over money regarding FinOps.
Kelvin  Ben - PeerSpot reviewer
Senior Software Engineer at Honeywell
Real-time analytics has transformed daily decisions and delivers fast dashboards from streaming data
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
Financial Services Firm
16%
University
10%
Computer Software Company
8%
Retailer
6%
Financial Services Firm
30%
Computer Software Company
8%
Comms Service Provider
8%
Outsourcing Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise4
Large Enterprise13
By reviewers
Company SizeCount
Small Business5
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Amazon Aurora?
The pricing for Amazon Aurora is different from DocumentDB because DocumentDB is cheaper. However, when you manage the administration more closely, you can control costs better with Amazon Aurora. ...
What needs improvement with Amazon Aurora?
I would like to see some tutorials from Amazon for Aurora because I'm too new to it. I believe Amazon can make more tutorials for the product since there's a lot of reading required, and a short tu...
What is your primary use case for Amazon Aurora?
The migration process to Amazon Aurora is the best part; it's one of its key strengths, as we hardly had any hiccups during migration, which was very smooth and pretty straightforward given our dat...
What is your experience regarding pricing and costs for SingleStore DB?
My experience with pricing, setup cost, and licensing is that it can be a bit expensive for startups, but for my organization, the cost is affordable and cost-effective.
What needs improvement with SingleStore DB?
SingleStore can be improved in the aspect that the Azure pipelines do not have many parameterization features compared to others, for example, AWS. Also, error handling needs attention. When it fai...
What is your primary use case for SingleStore DB?
My main use case for SingleStore is real-time analytics and data storage and serving for my ML workloads. It enables me to run low-latency analytics and model-driven use cases at scale, which is qu...
 

Comparisons

 

Overview

 

Sample Customers

Dow Jones, Arizona State University, Verizon, Capital One, United Nations, Nielsen, Autodesk, Fanduel
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.
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