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Hosting containers without Kubernetes hassle: App Runner, Container Apps or Cloud Run?

For 90 percent of SMB container workloads, these three are enough. Cloud Run is the most mature, App Runner the simplest, Container Apps the richest (KEDA, Dapr).

Try this first

  1. 1Pure HTTP service, scale-to-zero wanted, low ops: AWS App Runner or GCP Cloud Run. Push image, get URL.
  2. 2Event-driven workloads, queues, or microservices talking to each other: Azure Container Apps. KEDA scaling on queue depth, Dapr for service mesh.
  3. 3Need job scheduling alongside HTTP: Cloud Run Jobs or Container Apps Jobs. App Runner is requests-driven only.
  4. 4For very low traffic (< 10 req/min): scale-to-zero pays off. No idle compute, you pay request time.
  5. 5For steady high traffic: calculate whether ECS Fargate with fixed nodes is cheaper. Container Apps and Cloud Run charge per request, that adds up.

When to bring us in

For 20+ services with interdependencies, or when you want service mesh features (mTLS, distributed tracing), the choice tips towards EKS, AKS or GKE. A short review on that switch pays off.

See also

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