One records midi, which is a system of digital commands that tell the instrument what to play. The audio recorder records sound.
Audio recordings will sound the same regardless of the playback device. Midi recordings are dependant upon the set of sounds available on the playback device.
Audio can record your vocals. Midi cannot.