Do You Need a GPU for Your Agent? A Break-Even Calculation

Most agents call a hosted model API and need no GPU at all. When self-hosting a model does make sense, the decision comes down to memory, throughput and utilization. How to size the GPU and work out the break-even against API pricing with your own numbers.