Almond Milk vs Milk: Which Bakes the Best Muffin?

Almond milk muffins on right have orange sprinkles on top; remaining are dairy milk

A recent online search yielded almost zero results for the difference in baking performance between almond milk and regular dairy milk, or the difference between rice milk and dairy milk. Most company web sites or blogs note that alternative milk beverages such as almond, soy and rice can be substituted in a 1:1 ratio, but [...]