Managed Kubernetes services have dramatically lowered the barrier to running containerized workloads in the cloud. Amazon EKS, Azure AKS, and Google GKE each offer fully managed control planes, but they differ significantly in pricing, ecosystem integration, and operational characteristics.
Feature and Integration Differences
Google GKE benefits from Google's deep Kubernetes expertise as the original creator of the project. GKE Autopilot mode takes management further by handling node provisioning and scaling automatically, charging only for running pods. Its tight integration with Google's networking stack provides advanced features like multi-cluster services and traffic management.
Amazon EKS integrates deeply with the AWS ecosystem, offering native support for IAM roles for service accounts, ALB ingress controllers, and EBS/EFS storage drivers. While its per-cluster pricing is higher than competitors, the breadth of AWS service integrations makes it compelling for organizations already invested in the AWS ecosystem.
Azure AKS stands out with its zero control plane cost and tight integration with Azure Active Directory for authentication and authorization. Azure Arc extends AKS management capabilities to on-premises and other cloud environments, making it attractive for hybrid scenarios common in enterprise environments.