Do you have these cables now? It is best to trust your own ears and experiment yourself. All systems are different.
I have my best cable between the preamp and amp, because I also run a tuner, turntable, and tapedeck, so it improves all these components. On the CD player, it would only benefit that one component. Works for me, but your results may differ.