Damn, uh ... I just realized that I almost always look something up, even if it's small, like card combinations in Persona 3 or boss farming videos in Borderlands 2.
This is hard.
I'll go with Torchlight 2. I looked up character classes but I don't think I looked up anything about gameplay.