Carbon bar pros: lighter, possibly more vibration dampening, more shapes/sizes/contours available. Cons: more expensive, possibly could be damaged in a crash with damage hidden underneath bar tape.

Carbon stem pros: possibly more vibration dampening. Cons: not any lighter, more costly, and most people don't bother.

Personally, I prefer aluminum for both. I suspect most "serious" cyclists prefer Carbon bars and alloy stem.