Why are there not more Stock Android Phones?

I am about to be in the market for a new phone to replace my Iphone 4s. I have been bouncing back and forth between a Windows phone and Android device. As I am looking through different reviews and forums about these phones I begin to wonder why no handset producers make any products with stock Android. So I thought maybe many of you would know the answer to my question.