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NewKubeOn AI: a managed LLM gateway with cost per 1M tokens for every model

About KubeOn

Cost software engineers can check

KubeOn is built by platform and FinOps engineers who spent years answering the same question for every team: what does our part of the cluster cost, and what should we change?

Kubernetes made infrastructure shared, and cloud bills never caught up. An invoice lists machines; a cluster runs dozens of teams on each one. The tools we tried either estimated cost from list prices, so the totals never matched, or changed clusters on their own, which production teams would not allow.

So we built the tool we wanted: one read-only agent per cluster, allocation from the billed cost, idle and shared cost in plain view, and every saving delivered as a change a person reviews. It runs on any cloud and in data centers, because most fleets now span both.

What KubeOn is

KubeOn
Kubernetes cost allocation, savings, change proposals and governance
KubeOn AI
Tokenomics, provisioned capacity and a managed LLM gateway
Runs on
EKS, AKS, GKE, OpenShift, Rancher, Tanzu, k3s and bare metal
Billing
AWS, Azure, Google Cloud, Oracle Cloud, FOCUS files and rate cards
Hosting
KubeOn Cloud, self-hosted in your cloud, or on-premises

How we build

Four rules we do not break

Reconcile, then report

A number that does not add up to the invoice is not ready to share. Every allocation starts from billed cost.

Read-only, permanently

Not a trial mode. The agent has no write verbs, and savings reach your clusters only through your own pipeline.

Show the rule

Every saving, anomaly and allocation comes with the method that produced it, documented in public.

Your data, your choice

Run the hub with us, in your cloud account or in your data center. The product is the same.

Contact

Talk to the people who build it

Build KubeOn with us.

We hire engineers who have run Kubernetes in production and care whether the numbers add up.