I tend to agree with that:
As in most high end audio, it depends.
But they are all important and there are many exceptions.
For me now everything including power, speaker cable, pre- power amp interconnect, phono interconnects (arm and stage cabling), digital player interconnect, tuner interconnect.
But still it takes patience till you understand what is the effect from every change, what you prefer and can afford.