I can confidently say that the performance gains from GPUs are often dramatic, especially for compute-heavy workloads such as machine learning and data analytics. Before making a decision, it’s important to consider the type of GPU, amount of memory, and processing power required for your tasks. Some vendors also offer Hostkey to increase or decrease resources depending on your project’s requirements.