Four Kubernetes cost tools grouped by category, full-stack automation, visibility/allocation, ML-based pod rightsizing, and broader autonomous cloud optimization, then compared on scope, automation depth, and savings. A comparison table, cluster-profile recommendations, a five-step selection checklist, and FAQ.