Kubernetes

Kubecost Cluster Efficiency Below Threshold

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Resource ContentionUpdated Feb 9, 2026

When cluster efficiency ratio drops below 50%, significant capacity is wasted due to overprovisioning, poor bin-packing, or resource fragmentation, driving up infrastructure costs.

How to detect:

Monitor kubecost_cluster_efficiency_ratio metric via Prometheus. Set alerts when efficiency falls below 0.5 (50%). Review Kubecost Health dashboard for resource utilization patterns across nodes and pods.

Recommended action:

Investigate underutilized nodes and consider node consolidation. Review pod resource requests for over-provisioning. Implement horizontal pod autoscaling for variable workloads. Consider using cluster autoscaler to right-size node pools. Apply container right-sizing recommendations from Kubecost.