Cloud GPU capacity usually beats owned hardware on total cost of ownership below roughly half of sustained utilization, and loses above it — provided you price power, cooling, staff and hardware refresh honestly. On the cloud side, AWS lists an effective rate of $41.528 per instance-hour for a p5.48xlarge EC2 …