I'm leaning towards the GPU too, but surprised because I bought it from a seller with a lot of reviews, high rating, and a 30 day return policy.
I bought the PSU certified refurbished from microcenter. But I'll also mention that when I get the "crashes", the screen becomes unresponsive, but the...