To a large bowl combine cake mix, oil, eggs, and vanilla extract.
Place the dough into the fridge to chill for at least one hour.
Preheat oven to 350 degrees F.
Roll the cookie dough into balls then place onto baking sheet. Sprinkle each cookie ball with sprinkles then bake for 8-10 minutes. Once out of the oven enjoy!