In a mixing bowl, add the pumpkin puree, almond milk, maple syrup, almond butter and vanilla. Whisk to combine.
Pour the liquid mixture into the baking dish and mix until batter-like consistency. Sprinkle with chocolate chips.
Bake at 350F/180C until golden and set, 40 minutes.