My experience is the opposite. Plenty of intellectual stimulation comes from actually making the game. Designing and refining gameplay mechanics, level design, writing shaders, etc.

What really drags you down in games is iteration speed. It can be fun making your own game engine at first but after awhile you just want the damn thing to work so you can try out new ideas.