Directory Cloud InfrastructureContainers & KubernetesGoogle Kubernetes Engine (GKE)

Google Kubernetes Engine (GKE)

About Google Kubernetes Engine (GKE)

Google Kubernetes Engine (GKE) is a service for running containers and enterprise workloads at scale. GKE manages the Kubernetes control plane lifecycle from cluster creation to deletion. With Autopilot enabled, GKE can also manage nodes, including provisioning, scaling, and scheduling, or users can manage nodes themselves. GKE runs Certified Kubernetes and supports running applications on existing on-premises hardware or in the public cloud. GKE supports GPU and TPU hardware accelerators and integration with AI Hypercomputer.

Products

GKE Autopilot: A mode of operation in which Google manages node infrastructure, scaling, security, and pre-configured features.
GKE Agent Sandbox: Provides infrastructure for agentic AI built with gVisor kernel isolation to execute untrusted code and tool calls.
GKE security dashboard: Provides visibility into cluster misconfigurations, risks, and agentless scanning for critical vulnerabilities.
Confidential GKE Nodes: Protects data-in-use with hardware-based encryption.
GKE attached clusters: Lets users register any conformant Kubernetes cluster to the GKE management environment.
Fleets and Teams: Used to organize clusters and workloads and assign resources to multiple teams.

Used for

Running ML, HPC, and other workloads that benefit from specialized hardware accelerators
Deploying gen AI inference workloads
Training and scaling gen AI models
Building an enterprise developer platform for app delivery
Detecting misconfigurations in Terraform plans before production

Who it is for

Platform builders

From Google Kubernetes Engine (GKE)'s own website, read 2026-10-23. How we build listings.

How to evaluate Containers & Kubernetes

This is how the CIOPages Research Team evaluates this category. It is not an assessment of Google Kubernetes Engine (GKE). It comes from our Kubernetes Platforms buyer guide.

25%

Control Plane & Day-2 Lifecycle

Managed vs. self-managed control plane and its SLA; how Kubernetes version upgrades roll (in-place, surge, blue-green) and how disruptive they are to running pods; long-term-support version options; CVE patch cadence and how quickly fixes reach the fleet; automated node remediation and certificate rotation

20%

Fleet & Multi-Cluster Management

Single console and API to govern many clusters across clouds, on-prem, and edge; declarative cluster lifecycle and config (Cluster API or equivalent); fleet-wide policy and drift detection; zero-touch provisioning for edge; whether it manages clusters it did not create (imported/attached) or only its own

20%

Security & Compliance

Default-deny posture and admission control (Pod Security, OPA/Kyverno); image scanning and signing in the supply chain; RBAC plus OIDC/enterprise-identity integration; network policy and microsegmentation; CIS-benchmark conformance, audit logging, and FedRAMP/FIPS coverage where regulated

15%

Networking, Storage & Service Mesh

CNI options and how locked-in the default is; ingress and gateway controllers with TLS, rate-limiting, and WAF; CSI drivers for block/file/object and stateful-workload maturity; service mesh integration (Istio, Linkerd, Cilium); cross-cluster connectivity and load balancing

10%

Developer Experience & Self-Service

Namespace and cluster self-service vs. ticket-based provisioning; GitOps support (Argo CD, Flux) as a first-class workflow; developer portal and golden-path integration (Backstage or built-in console); IDE plugins and local-dev parity; how opinionated the platform is about how teams ship

10%

Cost, Portability & Commercial Model

Licensing unit (per-core, per-node, per-cluster, consumption) and how it scales with you; control-plane and extended-support fees; realistic exit cost and how provider-shaped the abstractions are; GPU/AI scheduling support; ecosystem breadth (operators, Helm, marketplace) and how much you must self-integrate

Other Containers & Kubernetes Vendors

View all

AKS Engine for Azure Stack

Accordion

Alauda Container Platform (ACP)

Alibaba Cloud Container Service for Kubernetes

Amazon Elastic Container Service (ECS)

Amazon Elastic Container Service for Kubernetes (EKS)

CIOPages put this listing together from public sources. It’s information, not an endorsement. How we build listings. Work here? Claim this listing or .

Quick Facts

cloud.google.com/kubernetes-engine Pricing page

CategoryCloud Infrastructure

SubcategoryContainers & Kubernetes

PricingUsage-based

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