This research paper explores various data visualization techniques for analyzing and optimizing the performance of medical devices. As medical devices generate vast amounts of data, effective visualization methods are crucial for interpreting this data to enhance device performance, ensure patient safety, and comply with regulatory standards. This paper examines the principles of data visualization, discusses different visualization techniques, and presents case studies of successful implementations. The paper also includes best practices, potential challenges, and future trends in medical device performance analytics.