My experience with gear stepping up from Cayin/Yaqin/Connsonance-Opera/PrimaLuna, etc... is that you get significantly better transformers in the higher end amps. This shows up most at the frequency extremes and in terms of noise.
The higher end amps will be more linear in their frequency response, especially at high frequencies. Also, they will have tighter bass and better control over the drivers. This deliver a bigger and more immersive soundstage.
This also shows up with less transformer noise and less noise at the speaker binding posts. With Art Audio this is critical because we are regularly paired with speakers that are ultra-efficient. What is completely inaudible in a speaker with an SPL of 88dB is loud with an SPL of 107dBs.
The higher end amps will be more linear in their frequency response, especially at high frequencies. Also, they will have tighter bass and better control over the drivers. This deliver a bigger and more immersive soundstage.
This also shows up with less transformer noise and less noise at the speaker binding posts. With Art Audio this is critical because we are regularly paired with speakers that are ultra-efficient. What is completely inaudible in a speaker with an SPL of 88dB is loud with an SPL of 107dBs.