AWS Batch

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

AWS Batch is ranked #2 of 20 in job scheduler software on Inferse. It runs on API, Linux, macOS, Web, Windows. There is a free plan.

Compared on job scheduler software

Free plan: Noaws.amazon.com
Deployment: cloudaws.amazon.com
Dependency controls: Yesaws.amazon.com
Retry and recovery: Yesaws.amazon.com
Monitoring and alerts: Yesaws.amazon.com

Facts

What it does: AWS Batch is a fully managed service that plans, schedules, and runs containerized batch machine learning, simulation, and analytics workloads across AWS compute offerings.aws.amazon.com · 3 Oct 2026
Compute options: It provisions and scales compute on Amazon ECS, Amazon EKS, and AWS Fargate, with Spot and On-Demand instance options.aws.amazon.com · 3 Oct 2026
Job submission: Users can submit jobs through the AWS Management Console, command line interfaces, or software development kits.aws.amazon.com · 3 Oct 2026
Workflow integrations: AWS Batch integrates with workflow tools including Pegasus WMS, Luigi, Nextflow, Metaflow, Apache Airflow, and AWS Step Functions.aws.amazon.com · 3 Oct 2026
Job scheduling: It supports job queues with priorities and manages job dependencies, retries, and scheduling based on resource requirements.aws.amazon.com · 3 Oct 2026
HPC workloads: AWS Batch supports multi-node parallel jobs across EC2 instances and Elastic Fabric Adapter for applications requiring high internode communication.aws.amazon.com · 3 Oct 2026
GPU scheduling: Jobs can specify GPU requirements, and Batch can scale instances to meet those requirements and isolate accelerators for the appropriate containers.aws.amazon.com · 3 Oct 2026
Monitoring: The console displays compute capacity and job metrics, while job logs are available in the console and Amazon CloudWatch Logs.aws.amazon.com · 3 Oct 2026
Security: AWS Batch security follows a shared responsibility model, with AWS protecting cloud infrastructure and customers responsible for security in their cloud use.docs.aws.amazon.com · 3 Oct 2026
Network security: AWS Batch requires TLS 1.2 and recommends TLS 1.3 for API clients; policies can restrict access by source IP or VPC endpoint.docs.aws.amazon.com · 3 Oct 2026
Use cases: AWS identifies deep learning, genomics analysis, financial risk models, Monte Carlo simulations, animation rendering, media transcoding, image processing, and engineering simulations as batch computing examples.aws.amazon.com · 3 Oct 2026
Workload requirement: AWS Batch supports jobs that can execute as Docker containers, with jobs specifying memory and vCPU requirements.aws.amazon.com · 3 Oct 2026
Maker history: Amazon Web Services says it launched in 2006.aws.amazon.com · 3 Oct 2026

Company

Maker headquarters: Amazon's principal corporate offices are located in Seattle, Washington.ir.aboutamazon.com · 3 Oct 2026
Founded: 2016aws.amazon.com · 28 Sept 2026