Drinking cow's milk is pregnancy is associated with weight gain, even compared to foods with similar makeup. I would suggest good healthy fats (olive oil, fatty fish, raw nuts, butter, avocado, coconut oil) in good amounts, and lots of protein in your diet. Hope that helps!