Preheat the oven to 350 F. Line a 12 cup muffin pan with paper liners. In a large bowl, whisk together cake mix, eggs, and vegetable oil until smooth. Fold in the sprinkles and chocolate chips.
Evenly divide the cookie dough between the paper liners. Bake for 12-15 minutes.