If you are unfamiliar with mining (and using GPU) I'd say GUIMiner since it's very easy to use. Don't expect to gain too much from mining without ASIC tho.
:-( That sucks, I have some gpus (2x 5970, 2x 6970) would I be able to get anything now that ASIC miners are around?