Combine pumpkin puree, mashed banana, eggs, maple syrup, almond milk, coconut oil (melted, then cooled), and vanilla extract. Mix with a spatula or with a mixer until combined.
In a separate bowl, combine flour, coconut sugar, baking powder, baking soda, cinnamon, and salt.
Pour your flour mixture into the pumpkin mixture and stir until combined. Do not overmix.
Fold in chocolate chips.
Line your muffin tin with muffin liners and pour batter evenly into liners about 3/4 the way full.
Bake for 15-20 minutes, or until a toothpick comes out clean. Store in an airtight container for up to 4 days