← Napkin Math & Capacity
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TCO: Buy vs Rent
Buying and renting GPU capacity have different cost and availability risks. Compare them over a stated lifetime and demand pattern, including idle time and operating costs.
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Napkin Math, Cost & CapacityShould we buy or rent 1,000 H100s for the next two years?→Behavioral & OwnershipLeadership wants to buy another 2,000 GPUs. You think it is the wrong call. What do you do?→Napkin Math, Cost & CapacityWhat does it cost per million output tokens to serve a 70B model on eight H100s?→Napkin Math, Cost & CapacityTraffic peaks at three times the daily average. Capacity-plan the serving fleet.→Hardware, Cabling & Cluster Build-OutBuy hardware, colocate, or rent from a GPU cloud? Work the decision for a 512-GPU need.→Hardware, Cabling & Cluster Build-OutA vendor claims their accelerator beats an H100 at half the price. How do you evaluate that?→
