🔵 Google Cloud
GKE Autopilot Spot Pods Launch — 60% Cost Reduction for Kubernetes Batch Workloads
GKE Autopilot now supports Spot Pods with 60-70% cost reduction. Add one line: nodeSelector cloud.google.com/gke-spot: true. Pricing ~$0.006/vCPU/hr vs $0.01/vCPU standard. 30-second preemption notice.
TCOIQ: Best serverless Kubernetes option for fault-tolerant workloads. 100 pods at 2vCPU/4GB, 8hrs/day: Standard Autopilot = $876/month, Spot = $291/month. Implement PodDisruptionBudgets and checkpointing. ROI in under 1 month.
💰 TCOIQ Cost Impact
$585/month saving per 100 pods at 2vCPU/4GB (8hrs/day) — single nodeSelector line change, 1-hour implementation
Calculate Your Actual Saving
Use TCOIQ free tools to model this against your specific workload and infrastructure.