Upgraded power cables- Who's on First?

Just wondering...If you have 2 upgraded power cables to use where is the the best place to use them? Wall to conditioner first?
Then cdp to conditioner? Perhaps preamp to conditioner would be 2nd best choice? I really am too lazy to do hours of testing if someone has already figured this out and does it really matter?
Thanks