EKS vs GKE
GKE is the more mature and automated managed Kubernetes, with Autopilot removing node operations entirely. EKS offers the deepest AWS integration and the broadest ecosystem. Choose by cloud alignment and how much cluster management you want to own.
Overview
Amazon EKS and Google GKE are the two most popular managed Kubernetes services. Both run upstream-conformant Kubernetes and remove the burden of operating the control plane. The practical difference is how much of the rest of the cluster each one manages for you, and how well it fits your existing cloud.
Key Differences
GKE is the older and more mature service. Google created Kubernetes, and that lineage shows in GKE's defaults, release channels, and automation. GKE Autopilot goes further than any competitor by fully managing nodes: you deploy pods, and Google provisions, scales, secures, and bills compute per pod. This eliminates most day-two operations.
EKS historically required more manual work: you managed node groups, add-ons, and upgrades yourself. AWS has narrowed the gap with EKS Auto Mode, which automates node provisioning and core add-ons. Even so, GKE generally feels more turnkey, especially for upgrades, which GKE can perform automatically on a chosen channel.
Integration is where EKS pulls ahead for AWS shops. EKS uses IAM roles for service accounts, integrates with VPC networking and the AWS Load Balancer Controller, and connects to the largest cloud marketplace and partner ecosystem. If your data, queues, and identity already live in AWS, EKS keeps everything in one trust and networking boundary.
Pricing is broadly comparable. Both charge a per-cluster control-plane fee plus the cost of worker compute. GKE offers a free tier for a single zonal cluster, and Autopilot's per-pod billing can reduce waste from idle nodes. EKS billing is predictable but rewards good bin-packing.
When to Choose EKS
Choose EKS when AWS is your primary cloud. The IAM, VPC, and load-balancer integration is seamless, and you gain access to the broadest ecosystem of tools, operators, and marketplace offerings. EKS also suits teams that want granular control over cluster internals.
When to Choose GKE
Choose GKE when you want the least operational overhead. Autopilot removes node management entirely and bills per pod, which is ideal for teams without dedicated platform engineers. GKE's automatic upgrade channels and mature defaults reduce risk for fast-moving teams.
Verdict
Both are excellent. Pick based on cloud alignment and operational appetite: EKS for AWS-native estates that want control and ecosystem breadth, GKE for teams that want the most automated, lowest-toil Kubernetes. The underlying Kubernetes API is the same, so workloads remain portable between them.