See inside Kubernetes

Cost visibility into containerized workflows.

Track container costs across EKS, AKS, GKE, and on-prem clusters. Attribute spend to teams, namespaces, and workloads — no matter where they run.

AWS EKSAzure AKSGCP GKEOn-Prem K8sComplete Container Cost Visibility

The Challenge

Kubernetes hides the real costs

Kubernetes abstracts away infrastructure — which is great for developers but terrible for cost visibility. Pods consume CPU, memory, storage, and network, but the bills show up as generic compute charges.

With workloads spread across multiple clouds and on-prem datacenters, tracking the true cost of each namespace, deployment, or service becomes nearly impossible. Teams deploy without understanding the cost implications.

Reduce breaks through this abstraction. We correlate pod-level resource consumption with actual infrastructure costs, giving you visibility into what each container workload really costs.

production-clusterfrontendwebapicdnbackendsvcdbcacheMonthly Cost Breakdownfrontend:$2,340backend:$4,120Total cluster:$6,460/mo

Cost Attribution

Every pod finds its owner

Namespaces, labels, and annotations are your cost allocation tools. Reduce reads your existing Kubernetes metadata and maps costs to teams, projects, and applications automatically.

See which namespaces are driving cluster costs. Identify over-provisioned deployments. Track shared service costs across multiple consumers.

No agents required. No sidecars. We integrate with your existing metrics and combine them with cloud billing data to calculate true container costs.

Node Resource Allocationnode-pool-1CPU75%Mem60%node-pool-2CPU45%Mem80%Resource EfficiencyAllocated:$8,500/moUsed:$5,890/moSavings opportunity:$2,610/mo (31%)

Capabilities

Built for container cost management

Everything you need to understand and optimize Kubernetes spending

Namespace Costs

Break down cluster costs by namespace. See exactly what each team or application is spending on compute, storage, and network.

Multi-Cluster View

Aggregate costs across all your Kubernetes clusters — EKS, AKS, GKE, and on-prem — in a single unified dashboard.

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Label-Based Attribution

Use your existing labels and annotations for cost allocation. app, team, environment — any label becomes a cost dimension.

Right-Sizing

Identify over-provisioned pods and under-utilized nodes. Get recommendations to optimize resource requests and limits.

Coverage

Every cluster, everywhere

Amazon EKS

Full EKS integration with EC2 and Fargate cost correlation. See the true cost of each pod including underlying compute.

  • • EC2 node cost allocation
  • • Fargate pod-level pricing
  • • EBS volume tracking
  • • ALB/NLB ingress costs

Azure AKS

Complete AKS visibility including virtual node scaling and Azure CNI networking costs.

  • • VM Scale Set allocation
  • • Azure Disk integration
  • • Load Balancer costs
  • • Container Registry pull costs

Google GKE

GKE Autopilot and Standard mode support with native BigQuery export integration.

  • • Autopilot pod-level costs
  • • Node pool optimization
  • • Persistent Disk tracking
  • • GKE networking costs

On-Premises

Track costs for self-managed Kubernetes clusters in your datacenter alongside cloud deployments.

  • • Hardware cost amortization
  • • Power and cooling allocation
  • • License cost distribution
  • • Capacity planning

Use Cases

From visibility to action

Team Chargeback

Allocate shared cluster costs back to the teams that use them. Use namespace labels to automatically generate monthly chargeback reports.

Migration Planning

Understand the cost impact before moving workloads between clusters or from on-prem to cloud. Model scenarios with real cost data.

Dev/Prod Parity

Compare costs across environments. Ensure development clusters aren't accidentally running production-sized workloads.

Idle Resource Detection

Find pods with low utilization and namespaces that haven't been used in weeks. Reclaim wasted capacity automatically.

Clouds, Datacenters, AI
Real attribution
Automated scheduling
Recommendations that work
Free to start

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