Kubernetes cost optimization requires architecture, not just cheaper compute. Spot instances and preemptible VMs can cut costs by up to 90%, but interruption risk demands fault-tolerant design, autoscaling, taints and tolerations, and workload separation. When reliability is engineered into the cluster, cloud savings become sustainable without sacrificing performance.