I feel like the card reward part of this is a bug because I've played many vs. CPU 9 inning games (where it still shows the percentage chance of getting each tier of card on the opponent select screen) and have only received cards for the losses (usually commons). I filed it as a bug report a while ago.
I've definitely gotten stubs, XP, and PXP from those games in varying amounts depending on performance.