Hammer Performance Analysis involves evaluating the efficiency and effectiveness of a hammer's design and usage in various applications, focusing on factors like material, weight distribution, and impact force. This analysis aims to optimize the hammer's performance for specific tasks, ensuring safety and maximizing productivity.