Fiberglass weighs more, both are prone to cracking (meaning they can crack)...carbon fiber is a more expensive mterial so it costs more, and people like carbon fiber as well (no idea why). Another thing to thinkabout is paint. if your just going to paint to match, is the cf worth the extra weight savings or not.
ill let someone else talk about strength between the two...