@kota1 good experiment. Sounds like fun. Gotta ask.
Have you ever heard a dedicated 2-channel HiFi system with no software involved, no pre-processing, non-oversampling (NOS) dedicated DAC, dedicated preamplifier, paired with dedicated class-A amplifiers, and really good passive (non-powered) speakers before?
Do you have a reputable Audio Note dealer near you? If so, try to go listen.