Air Fryer Gluten-Free Pumpkin Banana Nut Bread

Air Fryer Gluten-Free Pumpkin Banana Nut Bread is the cozy, one-bowl (really, one-blender) quick bread you’ll make on repeat all fall. It’s moist, naturally sweetened with maple syrup and ripe bananas, packed with pumpkin and crunchy pecans — and there’s not a speck of flour in it. Just toss everything in a blender, pour it into a mini loaf pan, and let your air fryer do the work in about 15 minutes.

If you love baking in your air fryer, this is a perfect recipe to start with. You get a tender, golden loaf without heating up your whole oven — the same reason my Air Fryer Banana Bread and Air Fryer Pumpkin Nut Bread are two of the most-made recipes on the site.

Why You’ll Love This Air Fryer Pumpkin Banana Bread

• It’s genuinely gluten-free. Oats stand in for flour, so it’s naturally wheat-free (use certified gluten-free oats to be sure).
• One blender, no bowls to wash. Everything blends together in minutes — this is true blender banana bread.
• Naturally sweetened. Ripe bananas and pure maple syrup do the sweetening, so there’s no refined sugar in the batter.
• Fast. No preheating a full oven and no 60-minute bake. Mini loaves cook through in about 12–15 minutes.
• Pumpkin + banana together. You get the best of both classic quick breads in one moist, spiced slice.

Ingredients You’ll Need

Here’s what goes into this gluten-free pumpkin banana nut bread, plus a few notes for swaps and success. (Full measurements are in the recipe card below.)

• Ripe bananas — the browner and spottier, the better. Overripe bananas add moisture and natural sweetness.
• Canned pumpkin — use 100% pure pumpkin purée, not pumpkin pie filling (see the FAQ below for why).
• Pure maple syrup — the natural sweetener that keeps this bread refined-sugar-free in the batter.
• Eggs — they bind and lift the loaf; see the notes for an egg-free swap.
• Gluten-free oats — old-fashioned rolled oats blend up smooth and replace the flour entirely.
• Pure vanilla extract — rounds out the warm flavors.
• Ground cinnamon and ground nutmeg — the classic pumpkin-spice pairing.
• Baking soda — for a light, lifted crumb.
• Salt — balances the sweetness.
• Chopped pecans (or walnuts) — for that “nut bread” crunch.
• Optional icing — a simple drizzle of powdered sugar and milk.

How to Make Air Fryer Gluten-Free Pumpkin Banana Nut Bread

Step 1: Blend the batter. Add the bananas, pumpkin, maple syrup, eggs, oats, vanilla, cinnamon, nutmeg, baking soda, and salt to a blender or food processor. Blend until smooth. (Keep the pecans and icing out for now.)

Step 2: Fold in the nuts. Pour the batter into a bowl and stir in the chopped pecans by hand so they stay whole and crunchy.

Step 3: Fill the pan. Grease a mini loaf pan with cooking spray and pour in the batter. Air fry. Place the pan in the air fryer basket, set to 320°F, and cook for 12–15 minutes, until a toothpick inserted in the center comes out clean.

Step 4: Let the loaf cool in the pan for a few minutes, then transfer to a rack. Whisk the powdered sugar with a little milk, drizzle over the cooled bread, slice, and enjoy.

Tip: Air fryer wattages vary. Start checking at the 12-minute mark and add a minute or two as needed — you want a clean toothpick, not a dry loaf.

Expert Tips for the Best Loaf

• Measure your oats carefully. Oats are the “flour” here, so too many will dry out the loaf and too few will make it dense. Spoon and level, don’t scoop.
• Use old-fashioned rolled oats. They blend smooth. Steel-cut oats won’t work in this recipe.
• Prefer flour? You can swap the blended oats for an equal amount of a 1:1 gluten-free flour blend and stir (no blender needed).
• Use mini loaf pans. This is the single biggest tip for air fryer quick bread — a full-size loaf often stays raw in the middle because the hot air can’t reach the center. Mini loaves cook evenly every time.
• Don’t overfill. Fill pans about two-thirds full so the bread has room to rise.

Variations to Try

• Chocolate chip: Fold in ½ cup of gluten-free chocolate chips instead of (or with) the nuts.
• Dairy-free icing: Use a plant-based milk for the drizzle, or skip the icing entirely.
• Extra spice: Add ¼ teaspoon of ground ginger and a pinch of ground cloves for a full pumpkin-spice flavor.
• Skip the nuts: Leave the pecans out for a smooth, nut-free loaf.

If you like this style of cozy air fryer baking, you’ll also love my Air Fryer Pumpkin French Toast, Air Fryer Mug Pumpkin Coffee Cake, and Air Fryer Pumpkin Donut Holes — all perfect for fall mornings.

How to Store Pumpkin Banana Bread

Wrap leftover bread tightly in plastic wrap or store it in an airtight container in the refrigerator for up to 1 week. Pumpkin bread can dry out quickly, so wrapping it well is what keeps every slice moist.

To freeze: Wrap the cooled loaf (or individual slices) tightly in plastic wrap, then place in a freezer bag. Freeze for up to 3 months. Thaw overnight in the fridge or at room temperature, and warm a slice in the air fryer for a minute to bring it back to life.

Frequently Asked Questions

Can I use fresh pumpkin instead of canned?

Yes. If you’d like to roast a fresh pie pumpkin and purée it, that works beautifully. Just make sure it’s well-drained so the batter isn’t too wet. Otherwise, plain canned pumpkin purée is the easy shortcut.

Can I use pumpkin pie filling?

No — don’t use pumpkin pie filling. It’s already sweetened and spiced, which will throw off the balance and make your bread far too sweet. Always reach for 100% pure pumpkin.

Is this pumpkin banana bread really gluten-free?

Yes, as long as you use certified gluten-free oats. Oats are naturally gluten-free but are often cross-contaminated with wheat during processing, so the certified label matters if you’re baking for someone with celiac disease.

Can I make it egg-free?

You can substitute the eggs with your favorite egg replacer (a flax “egg” of 1 tablespoon ground flax + 3 tablespoons water per egg works well). The texture will be a touch denser but still delicious.

What’s the best pan for air fryer bread?

Mini loaf pans, hands down. A regular full-size loaf pan is often too deep for the air fryer’s circulating heat to cook through, leaving a raw center. Mini pans (silicone or metal) let the hot air reach the middle so the bread cooks evenly.

Can I bake this in a regular oven?

Yes. Pour the batter into a greased loaf pan and bake at 350°F for about 40–50 minutes, or until a toothpick comes out clean.

More Air Fryer Bread Recipes You’ll Love

• Air Fryer Banana Walnut Pound Cake
• Air Fryer Apple Cranberry Bread
• Air Fryer Cranberry Walnut Bread
• Air Fryer Gluten-Free Banana Bread

New to baking this way? Start with my full Air Fryer recipe collection for more easy, family-favorite ideas.