Lightsail for Research offers two types of virtual computers: non-GPU and GPU. For researchers who are using applications or analyzing data that do not need a GPU, we recommend using the non-GPU virtual computer. For researchers who are using analytical techniques like neural networks or are running advanced simulations, we recommend the GPU virtual computer.