Google Cloud → AWS and Azure
AWS and Azure equivalents of GKE Autopilot
The closest AWS equivalents of Google Cloud GKE Autopilot are Amazon EKS Auto Mode and AWS Fargate; on Azure, AKS Automatic, Azure Container Instances and Azure Container Apps.
About GKE Autopilot
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | GKE mode where Google provisions and manages nodes, applies security defaults, and bills per Pod resource requests. |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (2)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Fully managed Kubernetes nodes ("autopilot" mode) | Amazon EKS Auto Mode | Direct match | AKS Automatic |
| Serverless container compute | AWS Fargate | Partial match | Azure Container Instances, Azure Container Apps |
Fully managed Kubernetes nodes ("autopilot" mode) Direct match
EKS Auto Mode maps to GKE Autopilot, where Google provisions, scales, and secures the nodes.
- Autopilot bills general-purpose workloads per Pod resource request, not per node; EKS Auto Mode adds a management fee on top of EC2 instance prices.
- Autopilot enforces security defaults that block some privileged workloads.
Serverless container compute Partial match
AWS Fargate maps to Cloud Run for serverless containers, and to GKE Autopilot for serverless Kubernetes Pods.
- Fargate is a compute engine for ECS and EKS; Cloud Run is a complete platform with its own HTTPS endpoints and scale to zero.
- Autopilot is the closest match to EKS on Fargate.