Software Alternatives, Accelerators & Startups

AWS Lambda VS Amazon ECS

Compare AWS Lambda VS Amazon ECS and see what are their differences

AWS Lambda logo AWS Lambda

Automatic, event-driven compute service

Amazon ECS logo Amazon ECS

Amazon EC2 Container Service is a highly scalable, high-performanceโ€‹ container management service that supports Docker containers.
  • AWS Lambda Landing page
    Landing page //
    2023-04-29
  • Amazon ECS Landing page
    Landing page //
    2023-04-05

AWS Lambda features and specs

  • Scalability
    AWS Lambda automatically scales your application by running your code in response to each trigger. This means no manual intervention is required to handle varying levels of traffic.
  • Cost-effectiveness
    You only pay for the compute time you consume. Billing is metered in increments of 100 milliseconds and you are not charged when your code is not running.
  • Reduced Operations Overhead
    AWS Lambda abstracts the infrastructure management layer, so there is no need to manage or provision servers. This allows you to focus more on writing code for your applications.
  • Flexibility
    Supports multiple programming languages such as Python, Node.js, Ruby, Java, Go, and .NET, which allows you to use the language you are most comfortable with.
  • Integration with Other AWS Services
    Seamlessly integrates with many other AWS services such as S3, DynamoDB, RDS, SNS, and more, making it versatile and highly functional.
  • Automatic Scaling and Load Balancing
    Handles thousands of concurrent requests without managing the scaling yourself, making it suitable for applications requiring high availability and reliability.

Possible disadvantages of AWS Lambda

  • Cold Start Latency
    The first request to a Lambda function after it has been idle for a certain period can take longer to execute. This is referred to as a 'cold start' and can impact performance.
  • Resource Limits
    Lambda has defined limits, such as a maximum execution timeout of 15 minutes, memory allocation ranging from 128 MB to 10,240 MB, and temporary storage up to 512 MB.
  • Vendor Lock-in
    Using AWS Lambda ties you into the AWS ecosystem, making it difficult to migrate to another cloud provider or an on-premises solution without significant modifications to your application.
  • Complexity of Debugging
    Debugging and monitoring distributed, serverless applications can be more complex compared to traditional applications due to the lack of direct access to the underlying infrastructure.
  • Cold Start Issues with VPC
    When Lambda functions are configured to access resources within a Virtual Private Cloud (VPC), the cold start latency can be exacerbated due to additional VPC networking overhead.
  • Limited Execution Control
    AWS Lambda is designed for stateless, short-running tasks and may not be suitable for long-running processes or tasks requiring complex orchestration.

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 AWSโ€™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 AWS Lambda

Overall verdict

  • AWS Lambda is a strong choice for developers looking for scalable, event-driven applications with minimal management overhead. It is particularly beneficial for applications that experience intermittent traffic or unpredictable workloads.

Why this product is good

  • AWS Lambda is a popular serverless computing service because it allows users to run code without provisioning or managing servers. It automatically scales applications by running code in response to triggers such as HTTP requests, changes in data, or system events. This can significantly reduce operational overhead and costs, as you only pay for the compute time you consume.

Recommended for

  • Developers building microservices or serverless applications.
  • Companies looking to reduce infrastructure management.
  • Startups wanting to quickly deploy applications with limited operational costs.
  • Organizations needing to integrate with other AWS services for a comprehensive solution.
  • Projects with unpredictable or variable workloads that require automatic scaling.

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.

AWS Lambda videos

AWS Lambda Vs EC2 | Serverless Vs EC2 | EC2 Alternatives

More videos:

  • Tutorial - AWS Lambda Tutorial | AWS Tutorial for Beginners | Intro to AWS Lambda | AWS Training | Edureka
  • Tutorial - AWS Lambda | What is AWS Lambda | AWS Lambda Tutorial for Beginners | Intellipaat

Amazon ECS videos

Amazon ECS: Core Concepts

Category Popularity

0-100% (relative to AWS Lambda and Amazon ECS)
Cloud Computing
85 85%
15% 15
Developer Tools
39 39%
61% 61
Cloud Hosting
83 83%
17% 17
Backend As A Service
100 100%
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 AWS Lambda and Amazon ECS

AWS Lambda Reviews

Top 7 Firebase Alternatives for App Development in 2024
AWS Lambda is suitable for applications with varying workloads and those already using the AWS ecosystem.
Source: signoz.io

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 donโ€™t have to set up and manage the clusterโ€™s management infrastructure or set up tasks. You can use the management tools of AWS Console or SDKs, AWS CLI...
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.

Social recommendations and mentions

Based on our record, AWS Lambda should be more popular than Amazon ECS. It has been mentiond 287 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.

AWS Lambda mentions (287)

  • Agentic AI Observability with Amazon CloudWatch: Transforming Enterprise AI Monitoring
    CloudWatch Generative AI Observability works with agents across multiple platforms, including https://aws.amazon.com/bedrock/, https://aws.amazon.com/eks/, https://aws.amazon.com/lambda/, on-premises systems, and other cloud providers. - Source: dev.to / 9 days ago
  • Best Way to Run Puppeteer Online: Solutions Compared
    Currently, only a few platforms support running Puppeteer in a serverless manner: Leapcell, AWS Lambda, and Cloudflare Browser Rendering. - Source: dev.to / 21 days ago
  • DuckDB on AWS Lambda: The Easy Way with Layers
    Now combine that with AWS Lambda : instead of Athena queries, RDS instances, or complex ETL pipelines, DuckDB allows you to run analytical workloads on-demand in a Lambda function, paying only for what you actually use. Existing AWS services like Athena or RDS can address similar needs, but they come with different scaling models and pricing strategies. Athena, for example, charges per scanned byte and introduces... - Source: dev.to / 23 days ago
  • Videos REST API with API Gateway, Lambda, Aurora Serverless - FakeTube #5
    So far our high level architecture diagram wasn't very impressive - we only used AWS Amplify service to host our web application. Of course there are many services under the hood like Route 53, CloudFront, Certificate Manager, Lambda and S3, but Amplify provides level of abstraction, so that we don't have to think about it. - Source: dev.to / 3 months ago
  • What is the Most Effective AI Tool for App Development Today?
    Rajesh Pandey outlines key components: "For serverless, AWS Lambda and API Gateway allow you to build low-latency AI APIs without managing servers." Tools like Modal handle GPU deployments. - Source: dev.to / about 2 months ago
View more

Amazon ECS mentions (55)

  • Ask Your Video: Build a Containerized RAG Application for Visual and Audio Analysis
    Unlimited processing time using Amazon Elastic Container Service (Amaozon ECS). - Source: dev.to / 11 days ago
  • CMS Migration: From Nuxeo to Strapi
    For middleware, we implemented ECS-containerized Node.js services and AWS Lambda functions:. - Source: dev.to / 17 days ago
  • The Devs Guide to Ruby on Rails API Development and Best Practices
    Once your Ruby on Rails API is production-ready, selecting the right deployment platform significantly impacts performance and scalability. Heroku offers zero-configuration deployments, but the costs increase at scale. Fly.io excels with global edge deployment, positioning your application closer to users worldwide for reduced latency. AWS ECS provides maximum control and cost efficiency but requires significant... - Source: dev.to / about 1 month ago
  • 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 / 7 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 / 9 months ago
View more

What are some alternatives?

When comparing AWS Lambda and Amazon ECS, you can also consider the following products

Google App Engine - A powerful platform to build web and mobile apps that scale automatically.

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

Amazon S3 - Amazon S3 is an object storage where users can store data from their business on a safe, cloud-based platform. Amazon S3 operates in 54 availability zones within 18 graphic regions and 1 local region.

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.

Amazon API Gateway - Create, publish, maintain, monitor, and secure APIs at any scale

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