What One AI-Staged Room Actually Costs to Render: The GPU Math Behind Per-Image Pricing

A 1024px diffusion render looks free in a demo notebook. In production the bill is cold starts, VRAM you rent by the hour, and retries. Here is the arithmetic that decides build versus buy.