Preheat oven to 350° F. Line two baking sheets with parchment paper and set aside.
In a large bowl, stir cake mix together with oil, vanilla extract, and eggs.
Scoop dough into 24 even balls and place onto prepared baking sheets.
Bake 8-10 minutes.
Remove from oven and cool 4 minutes before removing to a cooling rack.
Enjoy warm or at room temperature.
