Arcade operators use several key metrics to determine the success and popularity of a machine. The most straightforward indicator is revenue tracking, where operators monitor the amount of money a machine generates over time. High-earning machines are often the most popular.

Another critical factor is player engagement, measured by the frequency and duration of play sessions. Machines that attract long queues or repeat players are clearly successful. Operators also analyze maintenance frequency—a heavily used machine may require more repairs, signaling high popularity.

Additionally, operators observe location performance, testing how a machine fares in different spots within the arcade. Social media buzz and player feedback further help gauge a machine’s appeal. By combining these methods, arcade operators optimize their floor layouts and game selections for maximum profitability and customer satisfaction.