I have not heard this particular CD player, but have great admiration for their amplifiers. If these pieces are any indication of the quality of the CD player, I suspect you are hearing your CD with greater clarity and resolution than your combination player. The sound of the CD player is probably much different.

You can adjust speaker placement to see if it helps. I am not entirely convinced it would, but it may.