Preheat your oven to 350°F.
Combine the sugars and butter in a large mixing bowl. Use an electric hand mixer to cream the ingredients together for 3 minutes on high speed.
After 3 minutes, add the eggs and continue mixing for an additional 3 minutes, ensuring the mixture is light in color and fluffy in texture.
Reduce the speed of your hand mixer and whisk in the baking soda, baking powder, and flour. Whisk until just combined and scrape down the sides of the bowl to ensure all the flour is fully incorporated.
Gently fold the chocolate chips into the cookie dough until evenly distributed.
Press half of the cookie dough into a 9-inch springform pan and then spread the peanut butter over the top. Top your cookie cake with the remaining cookie dough, pressing it into an even layer to seal the peanut butter.
Bake your cake for 30 minutes, or until a toothpick can be cleanly removed from the center of the cake.
Slice, serve, and enjoy!