To successfully use gpu hosting, start by assessing your specific computing power needs. Consider the GPU model, available CUDA cores, video memory, and bandwidth to match the tasks you plan to perform. Be sure to consider possible costs, including scaling, as data volume and computational complexity may increase over time.