Preheat the oven at 350 degrees F.
In a mixing bowl, add the butter, oil and the sugars. Using a hand-held mixer, beat until combined. Beat in the extracts. Add the eggs, 1 at a time, beating well after each addition. Combine flour, baking soda, cream of tartar and salt in a separate bowl. Gradually add to the creamed mixture. Stir in orange zest, almonds and toffee bits.
Drop by teaspoonfuls, 2-inches apart, onto ungreased baking sheets. Bake until golden brown, about 10 to 12 minutes. Remove from the oven to a wire rack to cool before serving.
Recipe courtesy of Paula Deen