Name: Double Chocolate Chunk Muffins
Prep time: 10 min
Cook time: 15 min
Yield: 20
Ingredients: 2 cups All-purpose Flour; ¼ cups Brown Sugar; ¼ cups White Sugar; ½ cups Unsweetened Cocoa Powder; 2 teaspoons Baking Powder; ½ teaspoons Baking Soda; ½ teaspoons Salt; ¼ cups 2 Eggs; 2 teaspoons Coconut Oil; 1 cup Vanilla Extract; 1 cup Plain Nonfat Greek Yogurt; ¾ cups Milk

Why it works: Coconut and vanilla match in chemistry and in kitchens. They rank in the top 1% of all ingredient pairs, and cooks put them together in 2,294 recipes. Both carry ethyl caproate, which smells fruity, apple peel. The science ↓

Explore the science

The flavor team

The pairs that carry this dish. Each one is judged two ways: how much their aromas overlap, and how often cooks already put them together.

Coconut + vanillatop 1% of all pairs

Smell alikestrong

Cooked together2,294 recipes

Shared aroma: ethyl caproate (fruity, apple peel).
Vanilla + milktop 5% of all pairs

Smell alikemoderate

Cooked together19,187 recipes

Shared aroma: ethyl caproate (fruity, apple peel).
Sugar + vanillatop 8% of all pairs

Smell alikelow

Cooked together35,032 recipes

Shared aroma: beta-damascenone (apple, rose).
Cocoa powder + vanillatop 10% of all pairs

Smell alikemoderate

Cooked together2,189 recipes

Shared aroma: sotolon (curry, maple).
Coconut + milktop 10% of all pairs

Smell alikemoderate

Cooked together2,648 recipes

Shared aroma: delta-dodecalactone (sweet, creamy).

Sugar and vanilla barely smell alike, yet cooks put them together in 35,032 recipes: they work on texture and structure more than aroma.

Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs

Flavor stand-ins for the coconut

How well each one fits the dish's main ingredients (flour, sugar, cocoa powder, egg, vanilla, yogurt, milk):

Blueberryabout as good a flavor fit
Raspberryabout as good a flavor fit
Bananaabout as good a flavor fit
Coconutthe original

Fit is the average pairing score against flour, sugar, cocoa powder, egg, vanilla, yogurt, milk. Candidates are from the same food group and used in at least 100 recipes. This compares flavor only: it does not check the job the ingredient does in the dish (bulk, moisture, acidity, structure).

Double Chocolate Chunk Muffins