The ideal duration for staying at a machine can vary based on several factors, including the type of machine, your fitness goals, and personal comfort. Generally, it’s recommended to spend about 20 to 30 minutes on a machine for cardiovascular workouts, while strength training sessions may require longer periods with breaks in between sets. Listening to your body, maintaining good form, and ensuring you don't overexert yourself are key.