Batch & HPC · AWS vs Google Cloud
AWS Batch vs Batch
AWS Batch maps to Google Cloud Batch, a fully managed service that schedules, queues, and runs batch jobs on Compute Engine VMs.
Side-by-side comparison
| Aspect | Amazon Web Services | Google Cloud |
|---|---|---|
| Service | AWS Batch | Batch |
| Lifecycle | Generally available | Generally available |
| What it is | Managed batch job scheduler. It runs containerized jobs and array jobs on EC2 (including Spot), Fargate, or EKS compute environments, using job queues and fair-share scheduling. | Fully managed service to schedule, queue, and run batch jobs on Compute Engine VMs, with no separate charge beyond the resources used. |
| Pricing model | There's no extra charge for AWS Batch. You pay for the EC2, Fargate, or EKS resources it launches. | No additional charge for Batch; you pay for the VMs and other resources the jobs use. |
| Docs | AWS Batch docs | Batch docs |
| Pricing page | AWS Batch pricing | Batch pricing |
Key differences
- Batch can run scripts or containers and can use Spot VMs and GPUs.
- For containerized batch on Kubernetes, GKE with Kueue is the other common option.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- There's no extra charge for AWS Batch. You pay for the EC2, Fargate, or EKS resources it launches. AWS Batch pricing →
- GCP
- No additional charge for Batch; you pay for the VMs and other resources the jobs use. Batch pricing →
And on Azure?
Direct match Azure's equivalent is Azure Batch. AWS vs Azure comparison →
FAQ
What is the Google Cloud equivalent of AWS Batch?
AWS Batch maps to Google Cloud Batch, a fully managed service that schedules, queues, and runs batch jobs on Compute Engine VMs.
How does pricing compare between AWS Batch and Batch?
AWS: There's no extra charge for AWS Batch. You pay for the EC2, Fargate, or EKS resources it launches. Google Cloud: No additional charge for Batch; you pay for the VMs and other resources the jobs use. Check the official pricing pages for current rates.
What is the Azure equivalent?
Azure Batch (direct match). AWS Batch maps to Azure Batch.