The key factor is the pole pieces and how they affect the attack of the note. The single coil has one pole per string. The split coil has two. The single pole reads the string quite differently from the two poles. Leo Fender designed the dual pole pickup to soften the the attack based on experiences with the single poles trashing speakers in his bass amps.