My vote is for almond milk... I know that wasn't on your original list, but I wanted to throw it in the mix.
I used to drink cows milk, then switched to Soy and now I'm on almond milk. I love the taste, and according the research I did, which was prompted by a nutritional "expert" that I know, I've found it to be the healthiest choice.