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Google Cloud Build VS Amazon ECS

Compare Google Cloud Build VS Amazon ECS and see what are their differences

Flagsmith
Flagsmith lets you manage feature flags and remote config across web, mobile and server side applications. Deliver true Continuous Integration. Get builds out faster. Control who has access to new features. We're Open Source. featured
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Google Cloud Build logo Google Cloud Build

A fully managed continuous integration, delivery, & deployment platform that lets you build, test, and deploy in the cloud. Focus on coding by running fast, consistent, reliable automated builds.

Amazon ECS logo Amazon ECS

Amazon EC2 Container Service is a highly scalable, high-performance​ container management service that supports Docker containers.
  • Google Cloud Build Landing page
    Landing page //
    2023-09-14
  • Amazon ECS Landing page
    Landing page //
    2023-04-05

Google Cloud Build features and specs

  • Scalability
    Google Cloud Build allows you to scale your build workloads seamlessly. It can handle a large number of concurrent builds without compromising performance, making it suitable for organizations with varying build demands.
  • Integration
    It integrates well with other Google Cloud services and third-party tools, facilitating a streamlined development workflow. This integration capabilities enhance productivity by allowing developers to leverage existing tools.
  • Security
    Google Cloud Build provides robust security features, including encrypted storage of build artifacts, ensuring that your build processes and outputs are secure.
  • Customization
    With support for custom build steps and triggers, users can tailor their CI/CD pipeline according to their specific needs, offering a high degree of flexibility.
  • Pricing
    The service offers a free tier which makes it accessible for small projects or startups, and the pay-as-you-go model ensures that you only pay for the resources you use.

Possible disadvantages of Google Cloud Build

  • Complex Onboarding
    New users may find the initial setup and learning curve steep, especially if they are not already familiar with Google Cloud Platform or CI/CD concepts.
  • Cost Management
    While it offers competitive pricing, managing costs can become complex as usage scales up, particularly if builds are not optimized for efficiency.
  • Limited Non-Google Integration
    Although integrations with Google Cloud services are robust, integration with non-Google tools and services might not be as seamless, potentially leading to compatibility issues.
  • Regional Availability
    Build execution locations might be limited to certain regions, which can impact build times and performance for globally distributed teams.
  • UI Complexity
    Some users report that the UI can be complex and not as intuitive as other CI/CD tools, which might impact the user experience especially for new users.

Amazon ECS features and specs

  • Cost-Effective
    Amazon ECS allows you to run only the computing resources you need. You can scale your services up or down based on demand, optimizing costs efficiently.
  • Integration with AWS Services
    ECS seamlessly integrates with other AWS services like IAM, VPC, CloudWatch, and more, providing a cohesive and robust ecosystem for your applications.
  • Ease of Use
    ECS is managed by AWS, reducing the complexity of setting up, operating, and scaling containerized applications. It handles orchestration tasks, simplifying deployment and management.
  • Security
    Offers strong security features like IAM roles for tasks, fine-tuned network policies, and encrypted traffic between services, ensuring robust security for your applications.
  • High Availability
    ECS leverages AWS’s global infrastructure, enabling you to deploy applications across multiple availability zones for high availability and fault tolerance.

Possible disadvantages of Amazon ECS

  • Complexity in Hybrid Environments
    Integrating ECS with non-AWS components in a hybrid cloud setup can be complex, requiring additional configuration and management effort.
  • Vendor Lock-In
    Being tightly integrated with AWS services means that migrating away from ECS to another container orchestration platform could be challenging and time-consuming.
  • Learning Curve
    While ECS simplifies many tasks, users still need to understand AWS services and best practices, creating a learning curve for those new to the AWS ecosystem.
  • Limited Multi-Cloud Support
    Unlike Kubernetes, which can be deployed in multi-cloud environments, ECS is mainly optimized for AWS, limiting its flexibility in multi-cloud strategies.
  • Dependency on AWS Infrastructure
    The performance and availability of ECS are dependent on AWS infrastructure, making it less appealing for organizations that need infrastructure independence.

Analysis of Amazon ECS

Overall verdict

  • Amazon ECS is a good choice for organizations that are heavily invested in the AWS ecosystem and require a managed container orchestration service. It is a stable and reliable option with comprehensive features and excellent performance, especially for large-scale deployments.

Why this product is good

  • Amazon Elastic Container Service (ECS) is a highly scalable and fast container management service that simplifies running, stopping, and managing containers on a cluster. ECS provides seamless integration with the AWS ecosystem, offering robust security, scalability, and reliability. It eliminates the need for cluster management, allowing teams to focus on their applications. Additionally, ECS is deeply integrated with Amazon services like IAM, CloudWatch, ALB, VPC, and others, making it a preferred choice for AWS users.

Recommended for

    ECS is recommended for development teams that prefer AWS-managed solutions, organizations seeking to streamline container deployments, and companies looking for secure and scalable orchestration without the overhead of managing Kubernetes. It is also ideal for enterprises that require tight integration with other AWS services.

Google Cloud Build videos

+ Add

[Full Workshop] Build a Multi-Step Google Cloud Build Pipeline from Scratch!

Amazon ECS videos

+ Add

Amazon ECS: Core Concepts

Category Popularity

0-100% (relative to Google Cloud Build and Amazon ECS)

Google Cloud Build

Amazon ECS

Continuous Integration
100 100%
Continuous Integration
0% 0
Developer Tools
14 14%
Developer Tools
86% 86
Cloud Computing
0 0%
Cloud Computing
100% 100
DevOps Tools
100 100%
DevOps Tools
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google Cloud Build and Amazon ECS

Google Cloud Build Reviews

We have no reviews of Google Cloud Build yet.
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Amazon ECS Reviews

The Top 7 Kubernetes Alternatives for Container Orchestration
Amazon ECS is a flexible, high-performing, scalable container management solution compatible with Docker containers that let you run your applications on a controlled group of Amazon EC2 instances. Through Amazon ECS, you don’t have to set up and manage the cluster’s management infrastructure or set up tasks. You can use the management tools of AWS Console or SDKs, AWS CLI...
Source: cloudnativenow.com
Top 10 Best Container Software in 2022
If you are looking for great backup recovery and building cloud-native applications, then AWS Fartgate is one of the best tools. If you initially want to do POCs without investing much in infrastructure, then Amazon ECS is a good choice because of its pay per use pricing model.
Source: www.softwaretestinghelp.com

Social recommendations and mentions

Based on our record, Amazon ECS should be more popular than Google Cloud Build. It has been mentiond 52 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Google Cloud Build mentions (17)

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Amazon ECS mentions (52)

  • AWS ECS vs Sliplane
    Amazon's Elastic Container Service (ECS) and Sliplane both simplify deployment, management, and scaling of containerized applications. However, there are some key differences, and both platforms serve different users and use cases. Let's compare them side by side. - Source: dev.to / 3 months ago
  • Top 8 Docker Alternatives to Consider in 2025
    AWS Elastic Container Service (ECS) and Elastic Kubernetes Service (EKS) provide managed container orchestration platforms integrated with AWS infrastructure. - Source: dev.to / 5 months ago
  • Day 3: What is Docker and why should I care?
    Most cloud platforms support Docker containers. Sliplane, Fly.io, AWS, Google Cloud, etc. This means that you can easily switch between cloud providers if you want to, without having to change your software. If you ever migrated from one cloud provider to another, you probably know how much work this can be. With Docker, you can just take your container image and run it on the new platform. - Source: dev.to / 6 months ago
  • The New Dev's Guide to Externalizing App Config
    In containerized environments like Kubernetes or Amazon ECS, configuration is often injected as environment variables or mounted as files. Your app starts up with fresh values every time—no rebuilds needed. - Source: dev.to / 6 months ago
  • Large-scale Data Processing with Step Functions : AWS Project
    The workers in this example are containers, running in Amazon Elastic Container Service (ECS) with an Amazon Fargate Capacity Provider . Though the workers could potentially run almost anywhere so long as they had access to poll the Step Functions Activity and report SUCCESS/FAILURE back to Step Functions. - Source: dev.to / 7 months ago
View more

What are some alternatives?

When comparing Google Cloud Build and Amazon ECS, you can also consider the following products

AWS CodePipeline - Continuous delivery service for fast and reliable application updates

Google Kubernetes Engine - Google Kubernetes Engine is a powerful cluster manager and orchestration system for running your Docker containers. Set up a cluster in minutes.

Kubernetes - Kubernetes is an open source orchestration system for Docker containers

Docker - Docker is an open platform that enables developers and system administrators to create distributed applications.

Data Fabric - Data Fabric is an architecture and set of data services that provide consistent capabilities across a choice of endpoints spanning on-premises and multiple cloud environments.

OpenShift Container Platform - Red Hat OpenShift Container Platform is the secure and comprehensive enterprise-grade container platform based on industry standards, Docker and Kubernetes.

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