Arcade machines in sports games have evolved to incorporate real-time player statistics through advanced technologies, creating immersive and dynamic gaming experiences. These systems utilize sensors, such as motion detectors and cameras, to track player movements, speed, and accuracy during gameplay. For instance, in basketball arcade games, sensors monitor shot trajectories and success rates, while in racing games, they assess driving precision and reaction times. The data is processed instantly by embedded algorithms, which adjust game difficulty, provide performance feedback, and update leaderboards in real-time. This integration not only enhances player engagement by offering personalized challenges but also fosters competition through live stat comparisons. By leveraging AI and cloud connectivity, modern arcades ensure seamless updates and adaptive gameplay, making each session unique and data-driven for players.