why render layer with cycles is so jaggy?

I splitted my scene into 3 parts main body, wheel, and the background and combined these with z-combine node, but I found the final picture I get is far more jaggy than I rendered it all together. Anybody know why is this ?

here is my node setup and composite result, check redbox,

here is one time render without composite