Head‑to‑head of the two dominant managed Kubernetes services focusing on performance, pricing changes (EKS’s new per‑second billing and GKE’s Autopilot cost model), feature sets, and enterprise maturity as of Oct 2026.
Updated October 22, 2026
Amazon Elastic Kubernetes Service (EKS)
Best when you are already entrenched in AWS, need fine‑grained networking (VPC CNI) and compliance certifications.
Google Kubernetes Engine (GKE) Autopilot
Best when you want a hands‑off operations experience and plan to run AI/ML workloads that can exploit Google’s TPU integration.
While EKS still wins on ecosystem breadth and compliance, GKE Autopilot’s superior auto‑scaling, lower effective cost for pod‑centric workloads, and native TPU support give it the edge for forward‑looking enterprises.
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