Cast Radar

One view for cost and reliability metrics across every cluster

Cast AI shows what each cluster, namespace and workload costs, next to error rate and latency. CastPilot answers in plain English, and your AI agents connect through MCP. One lightweight install, with data in minutes.

  1. Free below 250 CPUs
  2. No card required
  3. Easy install
Cast RadarSelected clusters
Cluster cost
$90,219.34/mo
10.02% lower
LatencyError rate Stable
P508.14 ms
P9564.32 ms
P99580.23 ms

Trusted by 2,100+ companies

  • Akamai
  • Yotpo
  • Iterable
  • NielsenIQ
  • Swisscom
  • Kakao
  • FICO
  • BMW Group
  • Hugging Face
  • ShareChat
  • WeWork
  • Cisco
  • PlayPlay
  • Roku

The bill shouldn’t be your first cost report

Running a cost tool yourself becomes your job, cost and health live in separate tools, and the bill arrives as one number once a month, when it is an investigation instead of a recap.

2026 State of Kubernetes Optimization

8%

average CPU utilization across Kubernetes clusters.

Read the report

Cost and reliability, in one view

Cost down to the workload

See what each cluster, namespace and workload costs, and group spend by team, product or environment with allocation groups.

  • See the current month as it happens, with a monthly forecast, and compare any two periods across up to one year of history.
  • Export to CSV, or on paid plans pull the data into Grafana through Prometheus API endpoints.

Cost next to reliability

Throughput, error rate and latency (P50, P95, P99) sit beside cost for every workload, so you see what a change did to both.

  • Find workloads with a rising error rate or latency without opening a second tool.
  • See OOM kills per workload, next to its requests and actual usage.
Cast RadarSelected clusters
Cluster cost
$90,219.34/mo
10.02% lower
LatencyError rate Stable
P508.14 ms
P9564.32 ms
P99580.23 ms

Ask questions, connect agents

CastPilot, the built-in AI agent, answers questions about your cluster costs and health in plain English. On paid plans, the MCP Server connects the agents and automation your team is building to the same live data.

  • Ask what drove last week’s spend, or which workloads are failing.
  • Agents get live cost and health context through MCP, not another set of static API calls.

Spot waste and spikes early

Cost anomaly detection flags spikes minutes after they happen, and the savings view shows where requested resources exceed what workloads use. On paid plans, set a budget and get an alert when spend drifts.

  • Compare provisioned, requested and actual CPU, memory and GPU for each cluster, and see unscheduled pods.
  • Simulate potential savings from bin packing, Spot and workload autoscaling before you change anything.

GPU cost and utilization

See GPU utilization, memory and spend per workload, and find idle capacity.

  • Detect underused replicas, idle partitions and overprovisioned node templates.

Install, see, decide

  1. Create an account

    Install Cast AI with castctl, Helm or Terraform. Cast Radar only reports, so nothing in your cluster changes.

  2. See

    Open cost and reliability for every cluster, namespace and workload, and check the numbers against your bill and your own tools.

  3. Decide

    Use the findings and the savings simulation to decide what to change. Cast Radar reports and never changes your cluster.

Works with your monitoring tools and AI agents

Install with castctl, Helm or Terraform/GitOps alongside the monitoring tools you already run. Paid plans add Prometheus API endpoints for Grafana and an MCP Server for your own AI agents.

Your Kubernetes clusters

One lightweight, read-only install

castctl Ā· Helm Ā· Terraform / GitOps

Cast Radar

Live context across every
cluster, namespace and workload

CostHealth

Dashboards & reports

Explore, compare and export

CastPilot

Ask questions in plain English

Your AI agents

Connect to live data via MCP

MCP Server Ā· Paid plans

Reports only. No cluster changes. Full CastPilot and Prometheus API access are included on paid plans.

More built in

Cluster dashboard

Provisioned, requested and actual CPU, GPU and memory, plus unscheduled pods.

Storage and network reports

Storage cost sits next to compute, so overprovisioning shows up as dollars. Network cost includes cross-AZ, split by egress and ingress.

History and exports

One year of history, CSV export, and Prometheus API on paid plans.

Org-level views

Roll up cost across every cluster, with workload insights per team.

Priced by CPU, not by cluster

Cast Radar is priced by average monitored CPU per month. Clusters are unlimited on every plan, and each plan is one flat monthly fee up to its ceiling.

PlanAverage vCPUsPrice
FreeBelow 250$0
Starter250 to 400$249 a month
Team400 to 900$499 a month
Scale900 to 1,500$699 a month
Above 1,5001,500+Talk to us
Compare plans
CapabilityFree (below 250 CPUs)Paid (from 250 CPUs)
Cost reports by cluster, namespace, workloadāœ“āœ“
Cluster cost and efficiency reportsāœ“āœ“
Allocation groups (cluster level)āœ“āœ“
Org-level rollups and allocation groupsāœ“āœ“
Reliability reportingāœ“āœ“
GPU cost and utilization reportsāœ“āœ“
Storage cost reportsāœ“āœ“
Network cost with cross-AZ attributionāœ“āœ“
Cost comparisonāœ“āœ“
Savings simulationāœ“āœ“
CSV exportāœ“āœ“
Queryable history1 yearUnlimited
Deploy with castctl, Helm, Terraform/GitOpsāœ“āœ“
Anomaly detection, budgets, alertsā€”āœ“
Automation preview (Workload Optimization, Autoscaler)ā€”āœ“
Prometheus API endpointsā€”āœ“
CastPilot, full AI agentā€”āœ“
MCP Serverā€”āœ“
Support—Standard

If an account past 250 CPUs does not convert after the 30-day trial, it steps down to a limited tier: 30 days of history at hourly resolution, 7-day cost comparisons, savings simulation without the optimized-configuration view, and CSV export.

Take the next step

Reports first. Automation is a separate decision whenever you are ready for it, on the same platform.

Your questions,
answered

Can’t find what you’re looking for?

Contact us
How do my AI agents use it?

On paid plans, the built-in MCP Server exposes cost and health data to the agents and automation your team is already building, so nobody checks another dashboard.

How does Cast Radar get my data?

A lightweight install in your cluster reports usage, cost and performance data to Cast AI. Install with castctl, Helm or Terraform/GitOps. Data typically shows up 5 to 10 minutes behind your cluster, and 15 at most.

How does this compare with doing it myself?

Self-hosted cost tools mean you own the deployment, the metrics storage and the upgrades. Cast Radar is a managed SaaS: one lightweight install, reliability signals next to cost, CastPilot investigation in plain English, and flat monthly pricing. If you are happily running OpenCost on your own platform, that is a legitimate choice. Cast Radar is for teams that would rather read reports than run them.

Will it change anything in my cluster?

No. Cast Radar only reports, and it has no automation. It never changes your cluster.

How accurate are the costs?

Costs are estimates based on published cloud prices, so they will not match your invoice to the cent, especially if you have discounts. Use them to see which workload drove a change. Cast Radar shows the difference between periods and flags spikes, so you can find what changed.

Can I use it with the tools I already run?

Yes. It sits next to your existing monitoring, and on paid plans you can pull its data into Grafana or your own tools through the Prometheus API. If you pay for Kubecost today, Cast Radar can replace it.

Does it cover non-Kubernetes spend?

No. Cast Radar covers Kubernetes cost, and it fits best when Kubernetes is the main part of your cloud bill.

What does it cost?

Cast Radar is free below 250 average CPUs, with no credit card. If your account grows past 250 CPUs, a 30-day trial of the paid plan starts automatically. If you don’t upgrade, you step down to a limited tier.

What are the limits?
  • The free plan does not include the MCP Server, support or the full CastPilot agent.
  • The limited tier keeps 30 days of history at hourly resolution, with cost comparison and CSV export only.
  • Prometheus API endpoints and budgets are on paid plans.
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Know what your clusters cost before the bill lands

Connect one cluster in minutes. Full clarity for your team, and for your agents. Free below 250 CPUs.

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  1. Free below 250 CPUs
  2. No card required
  3. Easy install