Google Kubernetes Engine

No phone app

7.8No. 4 of 20
in Container Orchestration Software

Recognised40% of the score85
Phone app26% of the score0
Documented20% of the score91
Free plan14% of the score100

Free plan: Yes
Paid plans from: $0.10/mo
Runs on: api, Linux, self-hosted, Web, Windows

Summary

Google Kubernetes Engine (GKE) is a managed environment for running containerized applications. It manages each cluster’s Kubernetes control-plane life cycle from creation to deletion, while Autopilot can handle node infrastructure, provisioning, scaling, scheduling, and security features. Users can instead manage nodes themselves. Autopilot includes automatic capacity right-sizing and per-pod pricing. GKE supports GPU and TPU workloads and integrates with AI Hypercomputer for machine learning and high-performance computing; the product page states that clusters can have up to 65,000 nodes. Security tools include a dashboard for misconfigurations and risks, agentless scanning for critical vulnerabilities, GKE Sandbox workload isolation, and hardware-based encryption for data in use through Confidential GKE Nodes. Fleets and Teams help organize clusters and workloads across teams. GKE supports conformant Kubernetes clusters attached to its management environment and says applications can run unmodified on existing on-premises hardware or in public cloud. A free tier is listed at 0.00 USD per free, with $74.40 in monthly credits per billing account. A cluster management fee is listed at 0.10 USD per month per cluster per hour. Paid service is listed from $9/mo. Windows Server node images and containers are unavailable in Autopilot.

Who it is for

GKE may suit platform builders, enterprise developer platforms, and teams training or serving AI models. Autopilot offers managed nodes, while teams can also manage nodes themselves.

What is good

Managed Kubernetes control-plane life cycle
Autopilot can automate node provisioning and scaling
Supports GPU and TPU workloads
Free tier and free trial are listed

What to know first

Windows Server node images and containers are unavailable in Autopilot
Cluster management fee is 0.10 USD per month
Paid service is listed from $9/mo

Verdict

GKE combines managed cluster operations with options for teams to manage nodes themselves, plus support for AI workloads and multi-cluster organization. Consider the Autopilot Windows limitation and listed fees when assessing fit.

Google Kubernetes Engine plans and pricing

All plans

Free tier Free $74.40 in monthly credits per billing account Credits apply to zonal and Autopilot clusters cloud.google.com · 28 Sept 2026

Cluster management fee $0.10/mo per cluster per hour Cluster life cycle management, autoscaling, cost visibility, infrastructure cost optimization, and multi-cluster management are included at no extra cost cloud.google.com · 28 Sept 2026

Compared on container orchestration software

Free plan: Nocloud.google.com
Paid from: $9/mocloud.google.com
Persistent volume backup: Yescloud.google.com

Facts

Purpose: Google Kubernetes Engine is a managed environment for running containerized applications.cloud.google.com · 28 Sept 2026
Autopilot: Autopilot lets Google manage node infrastructure, scaling, security, and preconfigured features, with automatic capacity right-sizing and per-pod pricing.cloud.google.com · 28 Sept 2026
Control plane: GKE manages each cluster’s Kubernetes control plane life cycle from creation to deletion.cloud.google.com · 28 Sept 2026
Node management: With Autopilot, GKE can manage nodes through automated provisioning, scaling, and scheduling; users can instead manage nodes themselves.cloud.google.com · 28 Sept 2026
AI and accelerators: GKE supports GPU and TPU workloads and integrates with AI Hypercomputer for machine learning and high-performance computing workloads.cloud.google.com · 28 Sept 2026
Cluster scale: The product page states that GKE supports clusters with up to 65,000 nodes.cloud.google.com · 28 Sept 2026
Security: GKE’s security dashboard provides visibility into cluster misconfigurations and risks, and agentless scanning for critical vulnerabilities.cloud.google.com · 28 Sept 2026
Workload isolation: GKE Sandbox isolates workloads, and Confidential GKE Nodes provide hardware-based encryption for data in use.cloud.google.com · 28 Sept 2026
Multi-cluster management: Fleets and Teams help organize clusters and workloads and assign resources to multiple teams.cloud.google.com · 28 Sept 2026
Portability: GKE supports conformant Kubernetes clusters attached to its management environment and says applications can run unmodified on existing on-premises hardware or in public cloud.cloud.google.com · 28 Sept 2026
Integrations: The product page names Config Sync, Cloud Service Mesh, Fleets, and AI Hypercomputer among GKE integrations or related services.cloud.google.com · 28 Sept 2026
Windows limitation: Windows Server node images and containers are unavailable in GKE Autopilot mode.docs.cloud.google.com · 28 Sept 2026
Intended users: Google describes GKE as a foundation for platform builders and enterprise developer platforms, as well as for teams training and serving AI models.cloud.google.com · 28 Sept 2026
Company: Google was founded in September 1998 and is headquartered in Mountain View, California.abc.xyz · 28 Sept 2026