GPU instances have become increasingly sought-after due to the rise of generative AI, leading to a shortage of supply and difficulty in obtaining them. Automation is the answer to finding the best GPU instances for teams’ needs, as well as maximizing their utilization to get the most out of them. AWS, Google Cloud and Microsoft Azure all offer different types and sizes of GPU-powered instances, and cloud automation solutions can help teams find the right ones. Spot instances offer significant discounts, but come with the risk of potential interruptions.