Comparison · Runtime and deployment
Skalpai vs Kubernetes: how much orchestration do you really need?
Kubernetes orchestrates containerized workloads at scale with an extensible model. Skalpai targets a tighter scope: a few applications, VMs or existing clusters, and a complete toolchain a small team can understand.
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The key difference
Two scopes, not two copies of the same tool.
Kubernetes makes sense when an organization needs its control model, extensibility and orchestration capacity. Skalpai avoids imposing that complexity on a team that mainly wants to ship and run its software.
Skalpai vs Kubernetes, point by point
| Criterion | Skalpai | Kubernetes |
|---|---|---|
| Focus | Integrated platform for small teams | Container workload orchestrator |
| Target infrastructure | Linux VMs and Kubernetes clusters | Kubernetes clusters |
| Scale | A few applications and environments | Distributed systems and scaling out |
| Autoscaling | Not its main goal | Native, extensible mechanisms |
| Development and CI | Included in the same contract | Requires additional tools |
| Observability | Built into projects and deployments | Observability stack to choose |
Choose Skalpai if…
- You want to run a few applications without administering a cluster.
- You deploy on simple VMs with rollback and monitoring.
- You want to unify development, CI and production.
Choose Kubernetes if…
- You orchestrate a large number of services and nodes.
- You use autoscaling and the operator ecosystem.
- You have a platform team able to run Kubernetes.
No forced migration
Can you use Skalpai and Kubernetes together?
Yes. Skalpai can receive state and telemetry from existing Kubernetes clusters. Kubernetes orchestrates the workloads; Skalpai puts them back in the context of your applications.
Frequently asked questions
Is Skalpai a Kubernetes replacement?
For a small architecture on VMs, it can spare you from introducing Kubernetes. For a large distributed platform, it does not try to reproduce all of its power.
Can Skalpai observe Kubernetes?
Yes. Kubernetes clusters are among the sources Skalpai can bring into its console.
When does Kubernetes become preferable?
When scale, resilience, autoscaling or the Kubernetes ecosystem explicitly justify its operational complexity.
Official sources
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