Cloud Cost MathCloud cost calculators

· published-list estimate · runs in your browser

Kubernetes Cost Optimization Calculator

Model Kubernetes rightsizing, spot/preemptible, and autoscaler savings from requested-vs-used capacity. Published-list estimate only. The math runs in your browser — your numbers never leave this page.

rates verified Published-list scenario. Not your bill, not a quote, not financial advice. verified — view sources ↓

Assumptions

Computed on your device. No accounts, no bill upload, nothing sent to a server or any vendor.

Scenario result

Decision guidance

Kubernetes cost decisions this calculator can test

The Kubernetes model starts from node-pool cost and requested-versus-used CPU and memory. It treats the most-utilized resource as the binding constraint, keeps explicit headroom, and then tests spot capacity and autoscaler reductions on the remaining baseline.

Questions it answers

  • How much requested capacity is genuinely idle when CPU and memory are evaluated together?
  • How much headroom must remain for bursts before rightsizing requests and node pools?
  • Which workloads are safe for spot or preemptible nodes, and what on-demand capacity must remain?

When it returns zero or refuses a claim

  • Used CPU or memory cannot exceed requested capacity; inconsistent utilization inputs are rejected.
  • The model will not shrink below the more heavily utilized of CPU or memory, so the less-used resource cannot manufacture extra savings.
  • A high spot mix produces a reclamation warning because stateful and critical workloads still need dependable capacity.

Verify against your invoice

  • Export node-pool type, count, and running hours from the cluster or cloud billing report.
  • Measure requested and used CPU and memory over a representative peak-and-off-peak window, not a single quiet sample.
  • Confirm disruption budgets, workload retry behavior, and autoscaler limits before treating spot or scale-down scenarios as deployable.

The calculator remains a published-list scenario, not a quote or your actual bill. Use the source links and invoice lines below before acting.

Sources

Representative published-list prices, re-verified on a freshness schedule. When a rate goes stale or a resource is not in the verified table, the total is suppressed rather than guessed.