#inference

How much GPU do you actually need? Sizing for AI, ML and rendering

Most teams pick a GPU on a Discord recommendation, not on data. Here is the math: VRAM sizing per model, memory-bandwidth vs compute bottlenecks, and when dedicated rental beats cloud per-hour.