Preheat the oven to 350°F (175°C). Grease a standard 9x5-inch loaf pan with nonstick spray or line it with parchment paper for easy removal.
Mash the bananas in a large mixing bowl using a fork or potato masher until mostly smooth. Measure to ensure you have 2 full cups.
Add the wet ingredients: Stir in the melted butter, eggs, coconut sugar, maple syrup, sour cream and vanilla. Whisk or mix until smooth and well combined.
Combine the dry ingredients: In a separate medium bowl, whisk together the gluten-free flour, baking powder, baking soda, salt, cinnamon (if using), and guar gum (only if your flour blend doesn’t already include a binder).
Mix the batter: Gradually stir the dry ingredients into the wet mixture. Mix just until combined—do not overmix, as it can make the bread dense.
Fold in the nuts: Gently stir in the toasted pecans or walnuts. You can reserve a tablespoon to sprinkle on top for a rustic finish, if desired.
Pour into the pan: Spread the batter evenly into the prepared loaf pan and smooth the top with a spatula.
Bake for 55–65 minutes, or until the top is golden brown and a toothpick inserted in the center comes out clean or with just a few moist crumbs. If the top is browning too quickly, loosely tent with foil during the last 15 minutes.
Cool in the pan for 10–15 minutes, then transfer to a wire rack to cool completely before slicing. This helps the bread set up and slice cleanly.
Storage Tip: Wrap cooled banana bread tightly in plastic wrap or store in an airtight container at room temperature for up to 3 days, or refrigerate for up to a week. For longer storage, slice and freeze individual pieces—wrap in parchment and place in a freezer bag for easy grab-and-go breakfasts.