Preheat the oven to 375 degrees F. Spray muffin tins with cooking spray and set aside.
In the bowl of a stand mixer with the paddle attachment, beat the bananas until they are well mashed. Add the eggs, vanilla extract, olive oil, and milk. Mix until everything is combined. Add the sugar and mix until combined again.