Looks like your title was cut short.
I'd say the GPU is more important, at least in gaming. You can get by with a $60 CPU and a $130 GPU without any bottlenecking.
Though with any Radeon HD 78**+ series, you'd want to go for at least an Intel i3/AMD FX-63**.