Conservation of Mechanical Energy
A roller coaster speeds up as it descends because potential energy turns into kinetic energy. Without friction, total mechanical energy stays constant, so height alone can give you the speed. Think of the height energy at the top becoming motion energy lower down. Slide the height here and watch potential and kinetic energy trade places.