Skip to main content

> CONTAINERIZED

Google Cloud Run Managed Microservices Platform

Highly elastic managed container platform scaling to zero when idle, billing exclusively during active request processing.

Back to Architecture CatalogSize This Workload

Mathematical Breakeven Inflection Curve

Extremely economical for irregular or daytime-only traffic. For 24/7 continuous high-utilization (>70% CPU), GKE Autopilot becomes 30% cheaper.

3 Maturity Tiers & Infrastructure Specifications

Component stack and cost steps from prototype to hyper-scale enterprise

1. Prototype / Early Stage0 - 5 concurrent instances
$15 - $90 / mo
$0.000024 / vCPU-second
Stack Components:
  • Cloud Run (min-instances=0)
  • Cloud SQL PostgreSQL (db-f1-micro)
  • Cloud Storage
Cost Allocation:GCP Project Labels (env=dev)
Autoscaling:Cloud Run Native Request Concurrency
2. Scaled Production5 - 40 concurrent instances
$180 - $1,400 / mo
$0.000018 / vCPU-second (Committed Use Discount)
Stack Components:
  • Cloud Run (min-instances=1, concurrency=80)
  • Cloud SQL Enterprise Plus
  • Memorystore for Redis
Cost Allocation:GCP Service Labels + 1-Year CUD
Autoscaling:Concurrency & CPU Utilization Auto-tuning
3. High-Throughput Enterprise40 - 200 concurrent instances
$1,400 - $6,500 / mo
$0.000015 / vCPU-second
Stack Components:
  • Cloud Run Multi-Region
  • Cloud Spanner / Cloud SQL HA
  • Cloud CDN with Cloud Armor
Cost Allocation:FOCUS Export to BigQuery
Autoscaling:Global Load Balancing Anycast Autoscaler

Key Cost Drivers

  • •vCPU-seconds allocated during requests
  • •Memory allocated per second
  • •Cloud SQL vCPU & storage tiers

Waste Vulnerabilities

  • •min-instances set too high across dozens of staging services
  • •Concurrency left at 1 forcing 1 container per request

Mitigation Playbooks

  • •Tune container concurrency to 80-100 requests/container
  • •Set min-instances=0 on all non-prod services
  • •Apply 1-year Cloud Run Committed Use Discounts