Overmixing can cause your muffins to be tough. Similar to cakes and cupcakes, overmixing the batter will result in the gluten in the flour to become elastic, resulting in a tougher and chewier texture in the baked goods. For best results, mix the batter only until the dry ingredient and wet ingredients are just combined.