Amazon Elastic Kubernetes Service vs Google Kubernetes Engine

Amazon Elastic Kubernetes Service (EKS) is a managed Kubernetes service for building, running, and scaling production applications across cloud, on-premises, and edge environments. It manages Kubernetes control-plane availability across three AWS Availability Zones and replaces unhealthy control-plane nodes automatically. Applications can run on Amazon EC2 or AWS Fargate. EKS Auto Mode automates provisioning for compute, storage, and networking, along with scaling, operating-system patching, and add-on management. Hybrid deployments can use Hybrid Nodes, AWS Outposts, or EKS Anywhere. EKS remains compatible with upstream Kubernetes applications and tools, and integrates with IAM role-based access control, VPC pod networking, and Application Load Balancers. EKS Capabilities provides managed Argo CD for GitOps across clusters. There are no minimum fees or upfront commitments, but worker resources and related traffic are billed separately. Standard version support is $0.10 a month, billed per cluster hour.

Google Kubernetes Engine is a managed environment for running containerized applications. It manages the Kubernetes control-plane life cycle for each cluster, from creation to deletion. Teams using Autopilot can hand node provisioning, scaling, scheduling and infrastructure management to Google, while users who prefer can manage nodes themselves. Autopilot also includes automatic capacity right-sizing and per-pod pricing. GKE supports GPU and TPU workloads and connects with AI Hypercomputer for machine-learning and high-performance computing. The product page states that clusters can reach 65,000 nodes. Security features include visibility into configuration issues and risks, agentless scanning for critical vulnerabilities, workload isolation through GKE Sandbox and hardware-based encryption for data in use with Confidential GKE Nodes. Fleets and Teams help organize clusters and workloads across teams. It also supports conformant attached Kubernetes clusters and says applications can run unmodified on on-premises hardware or in public cloud. Windows Server node images and containers are unavailable in Autopilot. A free tier and trial are listed, with a $9/mo starting price.