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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
5.0
Users switching to Amazon Aurora reduced costs by 30%, improved performance, and saved $60,000 yearly, enhancing efficiency.
Sentiment score
5.9
SingleStore offers integrated transactional and analytical capabilities, enhancing efficiency and productivity, despite lower financial returns compared to competitors.
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
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.
Senior Software Engineer at Honeywell
I have seen a return on investment in terms of time saved.
Devops Engineer at a tech vendor with 51-200 employees
 

Customer Service

Sentiment score
5.6
Amazon Aurora customer service varies, with effective support for high-tier plans but limited help for non-business users.
Sentiment score
7.9
Customers praise SingleStore's efficient, proactive support via Zendesk, with dedicated personnel and forums for comprehensive assistance and issue resolution.
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
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.
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.
Vice President, Research & Development at a computer software company with 11-50 employees
 

Scalability Issues

Sentiment score
7.9
Amazon Aurora's exceptional scalability effortlessly handles large data volumes, ensuring high performance and growth with minimal operational disruptions.
Sentiment score
7.9
SingleStore efficiently scales through server additions and automatic data redistribution, managing large datasets seamlessly for organizations of any size.
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
Regarding scalability and the ability to scale, I would give it a 9.5 out of ten.
Principal Engineer at a tech vendor with 10,001+ 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.
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.
Database Administrator at Twingo
 

Stability Issues

Sentiment score
7.5
Amazon Aurora is stable and reliable, with high user ratings and effective management of MySQL and PostgreSQL availability.
Sentiment score
8.3
SingleStore is praised for stability, handling large workloads with few downtimes, featuring appreciated redundancy for seamless operations.
It offers a stable environment, ensuring consistent performance.
Associate Vice President - Database Management (Principal Solutions Architect) at Northbay
I would rate the stability of Amazon Aurora as a nine out of ten.
Principal Engineer at a tech vendor with 10,001+ employees
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.
Senior Software Engineer at Honeywell
 

Room For Improvement

Amazon Aurora needs improved pricing, performance, scalability, developer features, documentation, compatibility, integration, and regular updates for user satisfaction.
SingleStore needs improved SQL features, documentation, training, error messaging, integrations, dashboards, migration, and monitoring for enhanced performance.
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
A cost reduction would support multiple teams to adopt this solution since the cost is currently higher.
Principal Engineer at a tech vendor with 10,001+ employees
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
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.
SDE III at a tech vendor with 1,001-5,000 employees
 

Setup Cost

Amazon Aurora's pricing is justified by its speed and features, with costs based on memory, storage, and usage.
SingleStore offers transparent pricing with cloud and bare-metal options, deemed cost-effective long-term, with free initial on-premises licenses.
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
The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.
Vice President, Research & Development at a computer software company with 11-50 employees
 

Valuable Features

Amazon Aurora offers high performance, auto-scaling, AWS integration, with MySQL/PostgreSQL compatibility and managed architecture for efficient database management.
SingleStore excels with speed, scalability, and efficiency, offering robust data handling and seamless integration with multiple protocols.
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
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
The functions I have found most valuable in Amazon Aurora PostgreSQL are features that are not available in normal RDS PostgreSQL, particularly for scaling and restoration purposes in the event of failure.
Principal Engineer at a tech vendor 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.
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.
Database Administrator at Twingo
 

Categories and Ranking

Amazon Aurora
Average Rating
8.4
Reviews Sentiment
6.1
Number of Reviews
21
Ranking in other categories
Relational Databases Tools (5th), Database Management Systems (DBMS) (6th)
SingleStore
Average Rating
8.8
Reviews Sentiment
7.1
Number of Reviews
11
Ranking in other categories
Database as a Service (DBaaS) (11th), Vector Databases (17th)
 

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 2.8% compared to last year.
SingleStore, on the other hand, focuses on Database as a Service (DBaaS), holds 3.6% mindshare, up 2.1% since last year.
Relational Databases Tools Mindshare Distribution
ProductMindshare (%)
Amazon Aurora3.2%
SQL Server10.5%
Oracle Database10.4%
Other75.9%
Relational Databases Tools
Database as a Service (DBaaS) Mindshare Distribution
ProductMindshare (%)
SingleStore3.6%
MongoDB Atlas11.9%
Amazon RDS11.8%
Other72.7%
Database as a Service (DBaaS)
 

Featured Reviews

SivashankarRajaram - PeerSpot reviewer
Principal Engineer at a tech vendor with 10,001+ employees
Cloud database has delivered high performance and cost savings for data recovery and growth
Amazon can make better access levels and reduce costs for Amazon Aurora. A cost reduction would support multiple teams to adopt this solution since the cost is currently higher. Comparatively, we have the feature of scaling and everything we need. If you launch PostgreSQL on-premises, you need to have a separate DBA for maintenance and everything. If Amazon reduces the cost of Amazon Aurora, it would support large team adoption. A great feature to see in the next version of Amazon Aurora would be improvements in vectorization. In our PostgreSQL, we have pg_vector that helps with vectorizing many of the tables and that is used for data science projects. If Amazon improves this vectorization, it would be much more useful for data science and AI projects.
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
13%
University
11%
Healthcare Company
11%
Manufacturing Company
8%
Financial Services Firm
28%
Computer Software Company
8%
Comms Service Provider
8%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise4
Large Enterprise14
By reviewers
Company SizeCount
Small Business7
Large Enterprise5
 

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?
Amazon can make better access levels and reduce costs for Amazon Aurora. A cost reduction would support multiple teams to adopt this solution since the cost is currently higher. Comparatively, we h...
What is your primary use case for Amazon Aurora?
Amazon Aurora is a service provided by AWS, and we received support from AWS for our implementation. The direction we are moving toward is specifically Amazon Aurora PostgreSQL.
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...
 

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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