I'm using with stock rims and caps, if you wish to change then make sure it's the stock size, which dealers will say is very small.
Plus I'm not much experienced about alloy rims, I heard light weight rims are best, so ask someone expert in this area.
But one thing I wish to mention is that we have 4 JDMs in family, all in stock rims(steel) and no problem at all.