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ECS-Optimized Amazon Linux Support by SupportedImages vs PostgreSQL on Ubuntu 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
7.0
ECS-Optimized Amazon Linux boosts efficiency, reduces deployment time by 50%, and achieves 40% cost savings compared to VM-based methods.
Sentiment score
6.2
PostgreSQL on Ubuntu offers cost savings, efficiency, and improved performance, enabling better resource allocation compared to proprietary databases.
Investment in ECS-Optimized AMIs pays off very quickly in saved labor hours and improved deployment speed, delivering a high rate of return on investment, especially at scale.
Tech Ops Engineer at Zeller
I have achieved a 40 percent improvement in cost savings since migrating from a VM-based approach on EC2 to ECS-Optimized Amazon Linux Support by SupportedImages with Fargate.
Development Operations Engineer at a manufacturing company with 5,001-10,000 employees
We cut database infrastructure costs by roughly sixty to seventy percent by moving away from managed databases to using hosted PostgreSQL on Ubuntu VPS instances.
CEO at Grant Corporation
Since there are no upfront licensing fees, the ROI is increased with a scalable system without exponential cost growth.
Senior software engineer at Simplifyvms
Think about if you are in a different geographic location and your cluster is hosted in two different geographic locations, maybe one in South Pacific and one in Western Europe. In both cases, if write transactions are happening, this is a good way to basically order the transactions so that the eventual data consistency is there.
Specialist Programmer L3 at Infosys
 

Customer Service

Sentiment score
7.8
ECS-Optimized Amazon Linux Support is efficient but needs improvement in response times, SLAs, and communication on updates.
Sentiment score
5.4
PostgreSQL on Ubuntu provides responsive support, with users benefiting from community resources and official 24/7 assistance options.
Faster response time for production critical issues would be beneficial.
Tech Ops Engineer at Zeller
In case of any issues, they assign an engineer and provide assistance within the strict SLAs defined for ECS-Optimized Amazon Linux Support by SupportedImages availability.
Development Operations Engineer at a manufacturing company with 5,001-10,000 employees
Currently, we are not taking any help as all services are good.
Head Of Engineering at OORWIN LABS INC
PostgreSQL on Ubuntu also has some of the most detailed technical documentation in existence.
Agriculturalist/Founder of France Farms at France Farms
Community support is usually helpful in addressing queries and finding solutions to various scenarios.
Director IT at Artizense Hub
When I needed help with my vector search, I contacted them, and they provided substantial assistance.
AI Engineer at a educational organization with 51-200 employees
 

Scalability Issues

Sentiment score
6.9
ECS-Optimized Amazon Linux excels in scaling but faces AMI support issues and variable vendor support responsiveness.
Sentiment score
6.6
PostgreSQL on Ubuntu scales well vertically, excels with JSONB, but requires expertise for replication and sharding.
It supports large scale deployments, including hundreds of instances without extra configuration.
Tech Ops Engineer at Zeller
scalability is excellent, as it supports auto-scaling via auto-scaling policies, allowing for easy scaling up or down.
Development Operations Engineer at a manufacturing company with 5,001-10,000 employees
Scalability is excellent as ECS-Optimized Amazon Linux Support by SupportedImages supports ECS auto-scaling, high-volume container workloads, and larger environments.
Associate System Engineer at Dhanyaayai enterprise private limited
Read scaling is supported natively; PostgreSQL enables statement replication, allowing us to spin up read replicas on Ubuntu to distribute read-heavy workloads, which is fantastic.
CEO at Grant Corporation
The scalability of PostgreSQL on Ubuntu is very good because complex joins are performed smoothly and efficiently.
Senior software engineer at Simplifyvms
I do not see any limits in scalability for PostgreSQL on Ubuntu; it scales well without constraints.
Director IT at Artizense Hub
 

Stability Issues

Sentiment score
8.5
ECS-Optimized Amazon Linux is highly stable, with most users praising its reliable performance and minimal downtime.
Sentiment score
8.3
PostgreSQL on Ubuntu is renowned for stability, reliability, and scalability, excelling in memory management and supporting multiple users effectively.
ECS-Optimized Amazon Linux Support by SupportedImages is pretty stable.
Head Of Engineering at OORWIN LABS INC
It also guarantees asset compliance; after atomicity, consistency, isolation, and durability, it means that even if the power goes out during a transaction, PostgreSQL on Ubuntu ensures that the data is 100 percent saved or rolled back.
Agriculturalist/Founder of France Farms at France Farms
PostgreSQL on Ubuntu is quite stable.
Specialist Programmer L3 at Infosys
PostgreSQL on Ubuntu is handling my production infrastructures very well and it is going very good.
Manager Dev Ops at a tech services company with 10,001+ employees
 

Room For Improvement

SupportedImages enhances ECS-Optimized Amazon Linux with better setup, faster updates, improved security, UI/UX, and customization options.
PostgreSQL on Ubuntu requires enhanced performance, ease of setup, AI integration, intuitive UI, scalability, and better documentation.
We can have better documentation such as step-by-step guides for cluster setup, scaling integration, and troubleshooting playbooks.
Tech Ops Engineer at Zeller
To improve ECS-Optimized Amazon Linux Support by SupportedImages, deployment strategies need to be carefully chosen, especially regarding container tagging strategies for deployments from Jenkins or GitHub Actions, and improving container image sizes.
Development Operations Engineer at a manufacturing company with 5,001-10,000 employees
We do not have visibility into where it exactly happened, on which line, on which page this error happened, why, or why sometimes this service is taking more time.
Head Of Engineering at OORWIN LABS INC
PostgreSQL on Ubuntu is very stable in terms of performance and query optimization.
Software Engineer at a university with 501-1,000 employees
Maybe it makes more sense to use AI for configuration in future updates of PostgreSQL on Ubuntu so that the database is automatically optimized for the best performance for a given hardware.
Head of IT at Givo Pvt Ltd
I would also appreciate the ability to use the EXPLAIN ANALYZE tool.
Consultant at a tech vendor with 10,001+ employees
 

Setup Cost

PostgreSQL on Ubuntu provides significant cost savings for enterprises by eliminating licensing fees and reducing infrastructure expenses.
There was no pricing and cost involved in using PostgreSQL on Ubuntu.
Software Engineer at a university with 501-1,000 employees
Now we are running multiple projects on a single Ubuntu VPS with PostgreSQL for around twenty to forty dollars a month total.
CEO at Grant Corporation
Because it is an open source solution, we did not have acquisition or usage costs for this solution.
Analista de Infraestrutura de TI at a tech vendor with 11-50 employees
 

Valuable Features

SupportedImages offers ECS-Optimized Amazon Linux with fast deployment, cost savings, auto-scaling, enhanced security, and seamless AWS integration.
PostgreSQL on Ubuntu offers advanced query, flexibility, reliability, open-source customization, and community support for secure, scalable data management.
The setup time drops from hours to minutes. It is a faster cluster deployment. Instances can join ECS clusters immediately.
Tech Ops Engineer at Zeller
Flexibility with Fargate has made the biggest difference for my team because it helps us reduce complexity and operational costs.
Development Operations Engineer at a manufacturing company with 5,001-10,000 employees
ECS-Optimized Amazon Linux Support by SupportedImages comes with pre-configured settings that support Docker runtime performance, regular security updates, a lightweight and efficient operating system, and integration with the AWS Cloud Console with easy scaling capabilities.
Associate System Engineer at Dhanyaayai enterprise private limited
One of the most important points about PostgreSQL on Ubuntu is that it is free.
Head of IT at Givo Pvt Ltd
Overall, PostgreSQL on Ubuntu is a powerful and reliable database management system; it is easy to use and good for students who want to move beyond basic and industry-level skills.
Database developer at a university with 501-1,000 employees
Any open-source software allows me to look into the code, understand the logic, and mold my code according to it, and it will work perfectly rather than proprietary solutions where I am very much dependent on the vendor and have to wait for their next release to fix things.
Manager Dev Ops at a tech services company with 10,001+ employees
 

Categories and Ranking

ECS-Optimized Amazon Linux ...
Ranking in Operating Systems (OS) for Business
27th
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
No ranking in other categories
PostgreSQL on Ubuntu
Ranking in Operating Systems (OS) for Business
15th
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
18
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Operating Systems (OS) for Business category, the mindshare of ECS-Optimized Amazon Linux Support by SupportedImages is 0.6%, up from 0.0% compared to the previous year. The mindshare of PostgreSQL on Ubuntu is 0.9%, up from 0.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Operating Systems (OS) for Business Mindshare Distribution
ProductMindshare (%)
PostgreSQL on Ubuntu0.9%
ECS-Optimized Amazon Linux Support by SupportedImages0.6%
Other98.5%
Operating Systems (OS) for Business
 

Featured Reviews

Naresh-Reddy - PeerSpot reviewer
Head Of Engineering at OORWIN LABS INC
Auto-scaling microservices reduce costs while ensuring fast, reliable document parsing
While ECS-Optimized Amazon Linux has provided significant benefits in terms of scalability and cost optimization, we have encountered a few operational challenges. One limitation is application-level debugging. Compared to traditional EC2 instances, troubleshooting in ECS can be more complex because containers are ephemeral. Without centralized observability tools, it is more difficult to pinpoint the exact source of an issue, such as the specific line of code, request, or service responsible for an error or performance bottleneck. To address this, we have implemented our own centralized logging and monitoring solution to improve visibility into application behavior. Another consideration is resource sizing. Our microservices have relatively modest memory requirements, so the available ECS task configurations are sufficient for our workloads. However, for large, monolithic applications with higher memory and compute requirements, scaling can require a different architecture or deployment strategy. Since our platform is built using independently scalable microservices, this has not been a significant limitation for our environment.
MG
CEO at Grant Corporation
Consistent use of flexible data and solid transactions has reduced costs and simplified projects
PostgreSQL on Ubuntu could be improved with easier out-of-the-box configuration. The default settings for PostgreSQL on a fresh Ubuntu install are very conservative. Things such as shared buffers and work memory are too low for any real production workloads, and you have to know how to go in and tune it manually. A smart default configuration wizard during installation that detects hardware and suggests settings would save a lot of junior developers from performance headaches. That is important. Built-in connection pooling is another area; PostgreSQL does not handle large numbers of concurrent connections well natively. You end up needing to set up PG Bouncer separately, which is another tool to learn, configure, and maintain. Having a lightweight connection pooler built into the core installation would be a real quality-of-life improvement. Additionally, a better built-in monitoring UI would help. Primarily, if you are working with Ubuntu, you are largely working with PostgreSQL on the command line and installing third-party tools such as pgAdmin or Adminer. A lightweight built-in web dashboard for basic health monitoring would improve projects significantly. Finally, upgrades between major versions and smaller versions should be a lot easier as well. None of these are deal-breakers; they are just nice to have improvements.
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Top Industries

By visitors reading reviews
Construction Company
29%
Outsourcing Company
18%
Computer Software Company
15%
Transportation Company
7%
Construction Company
25%
Financial Services Firm
12%
Comms Service Provider
10%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise1
Large Enterprise3
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise3
Large Enterprise11
 

Questions from the Community

What is your experience regarding pricing and costs for ECS-Optimized Amazon Linux Support by SupportedImages?
My experience with setup costs and pricing indicates that it still costs lots of money, and we are trying to reduce the amount by saving.
What needs improvement with ECS-Optimized Amazon Linux Support by SupportedImages?
While ECS-Optimized Amazon Linux has provided significant benefits in terms of scalability and cost optimization, we have encountered a few operational challenges. One limitation is application-lev...
What is your primary use case for ECS-Optimized Amazon Linux Support by SupportedImages?
We use Amazon ECS with ECS-Optimized Amazon Linux AMIs to host our microservices. Our AI-powered services, such as resume parsing and the Job Grabber, run as independent microservices within ECS. E...
What is your experience regarding pricing and costs for PostgreSQL on Ubuntu?
My experience with pricing, setup cost, and licensing for PostgreSQL on Ubuntu is that everything is good.
What needs improvement with PostgreSQL on Ubuntu?
PostgreSQL on Ubuntu can be improved by adding more diverse components and ad hoc features like data analysis and data analysis models on-premises. For example, creating Jupyter notebooks or analyz...
What is your primary use case for PostgreSQL on Ubuntu?
My main use case for PostgreSQL on Ubuntu is to store data, especially telemetry data and customer data. I had a client whose telemetry data was coming online on one of their on-premises devices. I...
 

Overview

Find out what your peers are saying about ECS-Optimized Amazon Linux Support by SupportedImages vs. PostgreSQL on Ubuntu and other solutions. Updated: June 2026.
908,800 professionals have used our research since 2012.