The NVIDIA H200 GPU is a state-of-the-art accelerator tailored for AI, deep learning, and high-performance computing, delivering nearly twice the capacity of its predecessor, the H100, with 141 GB of GPU memory and enhanced efficiency. It supports large language models and demanding AI workloads by providing high memory bandwidth, configurable power profiles, and advanced Tensor Core technology, making it an attractive solution for enterprises and researchers. The H200 is available for direct purchase, typically priced between $30,000 and $40,000, and for on-demand rental through serverless cloud platforms, offering flexible, cost-effective access without the financial burden of hardware ownership. Cloud rental pricing varies, with factors such as cold start times, model loading times, and inference speed affecting the overall cost. This flexibility and performance make the H200 a compelling choice for organizations aiming to optimize AI workloads while minimizing total cost of ownership.