Keto Pumpkin Muffins with Walnut Streusel Topping - At our house, we always kick off October with pumpkin muffins. The recipes have changed over the years, and this Keto Pumpkin Muffins with Walnut Streusel Topping might be my favorite. The texture of these muffins seem like a muffin you'd make from regular white flour.

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You can't tell they're low carb at all. They're moist, not too dense, and taste like fall. The crumble topping has walnuts for some extra crunch, and a butter/faux sugar mixture that just set these muffins apart.
This recipe makes 12 regular sized muffins. You can make mini muffins as well, just decrease the baking time to 11-13 minutes.
Why You'll Love These Keto Pumpkin Muffins
- Soft, moist, and fluffy - You'd never guess they're made without regular flour! These muffins have a tender, bakery-style texture.
- Fall flavors in every bite - Warm cinnamon and cloves pair perfectly with pumpkin for that classic autumn aroma.
- Perfectly sweet, not heavy - Lightly sweetened with Swerve (or your favorite sugar substitute), so they satisfy your pumpkin spice cravings without the sugar crash.
- Nutty walnut streusel topping - Buttery, crunchy, and full of cinnamon flavor - it adds the perfect texture contrast to the soft muffins.
- Low-carb & gluten-free - Made with almond flour and zero refined sugar, these muffins fit easily into keto or low-carb lifestyles.
About the Ingredients

- Almond Flour - A keto baking staple! It gives the muffins structure and keeps them soft and moist without needing wheat flour.
- Pumpkin Purée - Adds natural sweetness, moisture, and that signature pumpkin flavor. Be sure to use pure pumpkin purée, not pumpkin pie filling.
- Swerve (or other sugar substitute) - Keeps the muffins sweet without adding carbs. You can use any preferred granulated sweetener like monk fruit or erythritol.
- Spices (Cinnamon & Cloves) - The heart of the recipe! These warm spices bring that comforting fall flavor. You can also add a pinch of nutmeg if you like.
- Heavy Cream & Eggs - Help create a rich, tender crumb and add moisture so the muffins don't turn out dry.
- Walnut Streusel Topping - A mix of chopped walnuts, butter, almond flour, and cinnamon - it bakes into a crunchy, buttery topping that makes these muffins irresistible.
How to make Keto Pumpkin Muffins with Walnut Streusel Topping (Step by Step)
First, gather your ingredients:
- 2 cups almond flour
- 1 cup pumpkin puree
- ½ cup swerve, or any other sugar replacement
- 1 teaspoon cinnamon
- ½ teaspoon ground cloves
- ¼ teaspoon salt
- 4 eggs
- ½ cup heavy cream
- 3 teaspoon baking powder
- Walnut Streusel Topping
- ¼ cup almond flour
- ¼ cup swerve, another sugar replacement
- 4 tbsp. butter, cold and diced into small pieces
- 3 tbsp. walnuts, chopped
- ½ teaspoon cinnamon
Directions
Preheat your oven to 350 degrees F.
Mix the almond flour, swerve, cinnamon and walnuts in a small bowl. Add the butter and use a fork or your fingers to work the butter into the mixture. It should look like wet sand once it's combined.
In a larger bowl, add all the other ingredients and mix well.
Line a muffin tin with cupcake liners. Fill with batter, about ⅔ of the way full. Sprinkle some of the streusel mixture on top.

Place the muffins in the oven for 23-26 minutes. Let cool for 10 minutes before removing from the pan.
Enjoy while they're still warm!

Storage & Reheating
Room Temperature:
Store cooled muffins in an airtight container at room temperature for up to 2 days. They'll stay soft and moist thanks to the pumpkin and almond flour.
Refrigerator:
For longer storage, keep them in the fridge for up to 5-6 days. Reheat briefly before serving to bring back their warm, fresh-baked texture.
Freezer:
Yes, you can freeze them! Wrap each muffin individually in plastic wrap or foil, then store in a freezer-safe bag or container for up to 2 months.
To Reheat:
- Microwave: Heat 15-25 seconds for a warm muffin.
- Oven or toaster oven: Bake at 300°F (150°C) for 5-7 minutes until warmed through.
- Tip: If you freeze them, thaw overnight in the fridge or at room temperature for about an hour before reheating.

Frequently Asked Questions
Can I make these dairy-free?
Yes! Substitute the heavy cream with unsweetened almond milk or coconut cream, and use a plant-based butter for the streusel topping.
What kind of pumpkin should I use?
Use 100% pure pumpkin purée - not pumpkin pie filling. The filling has added sugar and spices that can throw off the flavor and carb count.
Can I skip the walnut streusel?
You can! The muffins will still bake beautifully and taste great on their own, but the streusel adds a nice crunch and extra fall flavor.
What's the best sugar substitute for this recipe?
Swerve (erythritol-based) is great because it measures like sugar and browns nicely. Monk fruit or allulose also work well. Just make sure to use a granulated version, not powdered.
Can I make mini muffins instead?
Definitely! This recipe makes about 24 mini muffins - just reduce the baking time to 11-13 minutes, or until a toothpick comes out clean.
Are these really keto?
Yep! Each muffin is made with almond flour, pumpkin, eggs, and keto-friendly sweetener - no grains or refined sugar. They're naturally low-carb and gluten-free, perfect for keto diets.

Keto Pumpkin Muffins with Walnut Streusel Topping Recipe
These Keto Pumpkin Muffins with Walnut Streusel Topping are soft, moist, and full of warm fall flavor — you’d never guess they’re low carb! Made with almond flour, pumpkin purée, and cozy spices, they’re topped with a buttery walnut crumble that bakes into golden perfection.
Ingredients
- 2 cups almond flour
- 1 cup pumpkin puree
- ½ cup swerve, or any other sugar replacement
- 1 teaspoon cinnamon
- ½ teaspoon ground cloves
- ¼ teaspoon salt
- 4 eggs
- ½ cup heavy cream
- 3 teaspoon baking powder
Walnut Streusel Topping
- ¼ cup almond flour
- ¼ cup swerve, another sugar replacement
- 4 tbsp. butter, cold and diced into small pieces
- 3 tbsp. walnuts, chopped
- ½ teaspoon cinnamon
Instructions
- Preheat oven to 350°F (175°C). Line a 12-cup muffin tin with paper liners.
- Make the streusel topping: In a small bowl, mix almond flour, Swerve, cinnamon, and walnuts. Add cold diced butter and use your fingers or a fork to work it in until the texture resembles wet sand.
- Make the muffin batter: In a large bowl, combine almond flour, pumpkin purée, Swerve, cinnamon, cloves, salt, eggs, heavy cream, and baking powder. Mix until smooth.
- Assemble: Fill each muffin liner about ⅔ full with batter. Sprinkle the streusel mixture evenly over the tops.
- Bake: Place in oven and bake for 23–26 minutes, or until a toothpick comes out clean.
- Cool & serve: Let cool in the pan for about 10 minutes before removing. Enjoy warm or at room temperature!
Notes
- Pumpkin purée: Use pure pumpkin purée (like Libby’s), not pumpkin pie filling, which contains added sugar and spices.
- Sweetener options: Swerve, monk fruit, or erythritol all work well — just use a 1:1 granulated sugar substitute.
- Texture tip: Don’t overmix the batter — it should be thick but scoopable.
- Mini muffins: To make mini muffins, reduce bake time to 11–13 minutes.
- Flavor boost: Add a pinch of nutmeg or pumpkin spice for extra fall flavor, or mix in a few crushed pecans for variety!
Recommended Products
As an Amazon Associate and member of other affiliate programs, I earn from qualifying purchases.
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FISHER Chef's Naturals Chopped Walnuts, 32 oz, Naturally Gluten Free, No Preservatives, Non-GMO
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Kerrygold Pure Irish Butter - Unsalted 8.oz (2 pack)
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Simply Organic Ground Cinnamon, Certified Organic | 2.45 oz | Pack of 3 | Cinnamomum loureirii Nees
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Swerve Sweetener, Bakers Bundle, Granular and Confectioners, 12 Ounce, pack of 2
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Farmer's Market Foods Canned Organic Pumpkin Puree, 15 Ounce (Pack of 12)
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365 Everyday Value, Almond Flour, 16 oz
Nutrition Information:
Yield: 12 Serving Size: 1Amount Per Serving: Calories: 234Total Fat: 21gSaturated Fat: 6gTrans Fat: 0gUnsaturated Fat: 13gCholesterol: 83mgSodium: 229mgCarbohydrates: 7gFiber: 4gSugar: 2gProtein: 7g
The nutrition information for this recipe is an approximate total per serving. Please double check the nutrition information for your exact ingredients and brands for more precise nutrition information.
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Donny says
The muffins are great but the streusel puts them over the top!
Kelly says
These muffins! Moist, full of pumpkin flavor and that topping! So delicious!
Jean Choi says
Oh wow, this is so fluffy and delicious! The streusel topping is the perfect crunchy texture
jennifer says
These look so delicious . . . and dare I say moist? lol -- seriously, the struesel topping is next level!
tinatsai says
LOL I tried to think of another word than moist, and I couldn't come up with one either!