If you have ever finished a box of Trader Joe’s Vanilla Almond Granola Clusters faster than you meant to, this recipe is for you. It recreates the big, crunchy, vanilla-scented clusters from the “Just the Clusters” box, with sliced almonds baked right in, and it comes together with ingredients you probably already have. No dusty oat filler, no soft pieces at the bottom of the jar, just clusters.

The secret to getting real clusters, instead of loose granola, is simple: press the mixture firmly into the pan, do not stir it while it bakes, and let it cool completely before you break it apart. Follow those three rules and you will get chunks that look and taste like the ones from the box.
Why You’ll Love This Recipe
- Big, crunchy clusters that hold up in milk and yogurt
- Warm vanilla flavor that tastes like the original, not like extract
- Toasted almonds in every bite
- One bowl, one pan, and about 10 minutes of hands-on time
- Cheaper than buying the box, and you control the sweetness
- Keeps for weeks in an airtight container
Ingredients
Makes about 6 cups (roughly 12 servings of 1/2 cup).

- Old-fashioned rolled oats: the base of every cluster; use thick-cut rolled oats, not quick or instant
- Sliced almonds: toast right in the oven and give you almonds in every bite, just like the box
- Crisp rice cereal: the secret to light, crunchy clusters instead of dense, heavy ones
- Light brown sugar: adds sweetness and the caramelized flavor on the edges of the clusters
- Fine sea salt: balances the sweetness and brings out the vanilla
- Honey: the sticky binder that holds the clusters together
- Coconut oil (or canola oil): helps everything crisp up and brown evenly
- Pure vanilla extract: the star flavor, so use real vanilla, not imitation
- Egg white: the glue that turns loose granola into big, sturdy clusters
Ingredient Notes
- Old-fashioned rolled oats are non-negotiable. Quick oats break down and turn mushy, and steel-cut oats stay hard.
- Crisp rice cereal is what keeps the clusters from being rock-hard. It adds air and a light, shattering crunch that mimics the texture of the store-bought version.
- Honey vs. maple syrup: honey makes firmer, stickier clusters and is closer to the original. Maple syrup works too, with a slightly softer result and a hint of maple flavor.
- Egg white is the cluster secret. If you want the recipe vegan, swap it for 2 tablespoons of aquafaba and press the mixture extra firmly before baking.
- Vanilla: for an even bolder vanilla flavor, add 1 teaspoon of vanilla bean paste along with the extract.
How to Make Trader Joe’s Vanilla Almond Granola Clusters

Step 1: Preheat and prep. Heat the oven to 300°F. Line a rimmed half-sheet pan with parchment paper.
Step 2: Mix the dry ingredients. In a large bowl, stir together the oats, sliced almonds, crisp rice cereal, brown sugar, and salt.

Step 3:. Mix the wet ingredients. In a small bowl or measuring cup, whisk the honey, melted oil, vanilla extract, and egg white until smooth and slightly frothy.

Step 4: Combine. Pour the wet mixture over the oats and stir until every oat is coated. The mixture should feel damp and clumpy, not soupy.
Step 5: Press into the pan. Spread the granola onto the sheet pan and press it down firmly with the back of a spatula or the bottom of a measuring cup into an even, compact layer about 1/2 inch thick. This step is what creates clusters, so press harder than you think you need to.

Step 6: Bake without stirring. Bake for 25 minutes, rotate the pan, and bake another 15 to 20 minutes, until the edges are deep golden and the center is lightly golden. Do not stir at any point.
Step 7: Cool completely. Remove the pan and let the granola cool on the pan for at least 45 minutes without touching it. It will still be soft when it comes out and will crisp as it cools.
Step 8: Break into clusters. Once fully cool, break the sheet into chunks with your hands. Make some big and some small, just like the box.

Tips for the Best Clusters
- Do not open the oven to stir. Stirring is how you get loose granola. Leave it alone.
- Press it, then press again. A compact layer bakes into a solid sheet you can break apart.
- Cool it all the way. Warm granola is soft granola. Patience is the difference between clusters and crumbs.
- Watch the almonds. Sliced almonds brown faster than the oats. If they are getting dark before the center is done, tent the pan loosely with foil for the last 10 minutes.
- Want it less sweet? Cut the brown sugar to 1/3 cup. The Trader Joe’s version leans sweet, so the full amount gets you closest.
Variations
- Vanilla Almond Coconut: Add 1/2 cup unsweetened coconut flakes with the dry ingredients.
- Maple Pecan: Swap almonds for chopped pecans and honey for maple syrup for a copycat of the other Just the Clusters favorite.
- Chocolate Chip: Stir in 1/2 cup mini chocolate chips after the granola has cooled completely.
- Extra Protein: Add 2 tablespoons of ground flaxseed or hemp hearts to the dry ingredients.
Ways to Serve It
Pour it in a bowl with cold milk, layer it into a yogurt parfait with berries, sprinkle it over a smoothie bowl, or crush it over vanilla ice cream. It also makes a quick crisp topping scattered over baked apples or peaches for the last 10 minutes in the oven.
If you enjoy recreating your favorite store-bought snacks at home, Fork To Spoon has a big collection of easy copycat and air fryer recipes that fit right alongside a batch of this granola.
Storage
Store cooled clusters in an airtight container at room temperature for up to 3 weeks. Avoid the fridge, which introduces moisture and softens the crunch. For longer storage, freeze in a zip-top bag for up to 3 months and eat straight from frozen or let it sit out for a few minutes.
If the granola ever loses its crunch, spread it on a sheet pan and bake at 300°F for 8 to 10 minutes, then cool completely.
Frequently Asked Questions
Why didn’t my granola form clusters? Almost always one of three things: the mixture was not pressed firmly enough, it was stirred during baking, or it was broken apart before it cooled completely.
Can I make this gluten-free? Yes. Use certified gluten-free rolled oats. All the other ingredients are naturally gluten-free.
Can I make it vegan? Replace the egg white with 2 tablespoons of aquafaba (the liquid from a can of chickpeas) and press the mixture very firmly before baking.
Can I use maple syrup instead of honey? Yes, in equal amounts. The clusters will be slightly softer and have a light maple flavor.
How does this compare to the Trader Joe’s box? The flavor and crunch are very close. This homemade version lets you dial the sweetness up or down and use as many almonds as you like.
More Trader Joe’s Recipes
If you love recreating Trader Joe’s favorites at home, try these next:
- Air Fryer Copycat Trader Joe’s Pancake Bread: a moist, maple-swirled loaf that tastes just like the discontinued fan favorite
- Trader Joe’s Chicken Shawarma in the Air Fryer: juicy, crispy-edged chicken thighs ready in under 20 minutes
- How to Cook Trader Joe’s Potstickers in the Air Fryer: golden, crunchy dumplings with no pan-frying or steaming
You can find the full collection of Trader Joe’s recipes on Fork To Spoon.

Trader Joe’s Vanilla Almond Granola Clusters (Copycat)
Description
Ingredients
- 3 cups old-fashioned rolled oats
- 1 cup sliced almonds
- 1/2 cup crisp rice cereal
- 1/2 cup packed light brown sugar
- 1/2 teaspoon fine sea salt
- 1/2 cup honey
- 1/3 cup melted coconut oil or canola oil
- 1 tablespoon pure vanilla extract
- 1 large egg white, lightly beaten
Instructions
- Preheat oven to 300°F and line a rimmed sheet pan with parchment.
- Stir together oats, almonds, crisp rice cereal, brown sugar, and salt in a large bowl.
- Whisk honey, melted oil, vanilla extract, and egg white until smooth.
- Pour wet over dry and stir until fully coated.
- Spread on the pan and press firmly into an even 1/2-inch layer.
- Bake 25 minutes, rotate the pan, and bake 15 to 20 minutes more until golden. Do not stir.
- Cool completely on the pan, about 45 minutes.
- Break into clusters and store in an airtight container.
Equipment
- Baking Pan
- Spatula
Notes
Nutrition
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