AWS Lambda vs. Amazon SageMaker Comparison


AWS Lambda Amazon	Amazon SageMaker Amazon	+	+
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About Run code without thinking about servers. Pay only for the compute time you consume. AWS Lambda lets you run code without provisioning or managing servers. You pay only for the compute time you consume. With Lambda, you can run code for virtually any type of application or backend service - all with zero administration. Just upload your code and Lambda takes care of everything required to run and scale your code with high availability. You can set up your code to automatically trigger from other AWS services or call it directly from any web or mobile app. AWS Lambda automatically runs your code without requiring you to provision or manage servers. Just write the code and upload it to Lambda. AWS Lambda automatically scales your application by running code in response to each trigger. Your code runs in parallel and processes each trigger individually, scaling precisely with the size of the workload.	About Amazon SageMaker is an advanced machine learning service that provides an integrated environment for building, training, and deploying machine learning (ML) models. It combines tools for model development, data processing, and AI capabilities in a unified studio, enabling users to collaborate and work faster. SageMaker supports various data sources, such as Amazon S3 data lakes and Amazon Redshift data warehouses, while ensuring enterprise security and governance through its built-in features. The service also offers tools for generative AI applications, making it easier for users to customize and scale AI use cases. SageMaker’s architecture simplifies the AI lifecycle, from data discovery to model deployment, providing a seamless experience for developers.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers seeking a solution to run code without thinking about servers or clusters	Audience Machine learning engineers, data scientists, and organizations seeking to develop, deploy, and scale AI solutions efficiently and securely
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Try free for two months Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Not Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Amazon Founded: 1994 United States aws.amazon.com/lambda/	Company Information Amazon Founded: 1994 United States aws.amazon.com/sagemaker/
Alternatives Google Compute Engine Google	Alternatives Gemini Enterprise Agent Platform Google
Google Cloud Run Google	Anaconda
Google Cloud Functions Google	Amazon Bedrock Amazon
Cloudflare Workers Cloudflare	Azure Machine Learning Microsoft
Serverless View All	Amazon SageMaker Unified Studio Amazon View All
Categories Application Development Supported Cloud Management Supported Function as a Service (FaaS) Supported Infrastructure-as-a-Service (IaaS) Supported Microservices Supported Platform as a Service (PaaS) Supported Serverless Supported	Categories Agentic AI Supported AI Development Supported AI Fine-Tuning Supported AI Governance Supported AI Infrastructure Supported AI Tools Supported AI/ML Model Training Supported Artificial Intelligence Supported Data Catalog Supported Data Governance Supported Data Labeling Supported Machine Learning Supported ML Experiment Tracking Supported ML Model Deployment Supported ML Model Management Supported
Show More Features Serverless Features API Proxy Supported Application Integration Supported Data Stores Supported Developer Tooling Supported Orchestration Supported Reporting / Analytics Supported Serverless Computing Supported Storage Supported	Show More Features Data Labeling Features Human-in-the-loop Supported Labeling Automation Supported Labeling Quality Supported Performance Tracking Supported Polygon, Rectangle, Line, Point Supported SDK Supported Supports Audio Files Supported Task Management Supported Team Collaboration Supported Training Data Management Supported
Integrations AWS App Mesh Supported AWS IoT Supported AWS IoT Core Supported AWS Step Functions Supported Amazon SageMaker Debugger Supported Amazon Web Services (AWS) Supported BentoML Supported Camunda Supported Causal Supported Micromerce Supported New Relic Supported Orchestra Supported Umbrelly Cloud Supported Amazon Comprehend Supported Argonaut Supported ModelOp Not Supported Nekton.ai Supported Neum AI Supported Salesforce Data 360 Supported Wizata Not Supported Show More Integrations View All 157 Integrations	Integrations AWS App Mesh Supported AWS IoT Supported AWS IoT Core Supported AWS Step Functions Supported Amazon SageMaker Debugger Supported Amazon Web Services (AWS) Supported BentoML Supported Camunda Supported Causal Supported Micromerce Supported New Relic Supported Orchestra Supported Umbrelly Cloud Supported Amazon Comprehend Not Supported Argonaut Not Supported ModelOp Supported Nekton.ai Not Supported Neum AI Not Supported Salesforce Data 360 Not Supported Wizata Supported Show More Integrations View All 119 Integrations
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