Comes down to design. In simple terms, if the component has any filtering of the AC then you in general will get more details and a blacker background - think AC filter chokes. They power supply caps can make things sound like mush or can have speed and clarity. Same goes for resistors. Mills, Amtrans, Audio Note non-magnetic, etc. That is why upgrades can alter and change the sound tailored to your liking. No to mention the ability of the transformer to offer top to bottom impact on the sound of a system.
You all have to begin to look under the hood and see what is going on and learn. It is not hard to learn what makes sound do what it does.
Happy Listening..