I don’t thing better quality audio files have anything to do with the OP. And as stated, usually, your AD only works at 24 bit max. The gain reside here:
I am no expert in bit resolution or floating point calculation, but it would just make sense that computer would perform better at there native bit resolution.
Just my 2 cents worth!