Compare transportation. It is usually cheaper to travel from Palm Springs to Anaheim by bus than by train, plane or if you rent a car. Besides, there are 26 buses per day and 186 buses per week. The average price for a coach ticket is 4 USD while the minimum price starts at 2 USD. Typically, the bus ride will take about 3 hours, the fastest bus.