Chocolate Cake

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.

1. Milk + vanillatop 5% of all pairs
   Smell alikemoderate
   Cooked together19,187 recipes

   Shared aroma: ethyl caproate (fruity, apple peel).

2. Chocolate + vanillatop 5% of all pairs
   Smell alikemoderate
   Cooked together10,020 recipes

   Shared aroma: sotolon (curry, maple).

3. Butter + milktop 7% of all pairs
   Smell alikemoderate
   Cooked together81,283 recipes

   Shared aroma: (z)-4-heptenal (biscuit, cream).

4. Sugar + vanillatop 8% of all pairs
   Smell alikelow
   Cooked together35,032 recipes

   Shared aroma: beta-damascenone (apple, rose).

5. Butter + flourtop 12% of all pairs
   Smell alikelow
   Cooked together124,287 recipes

   Shared aroma: isobutyraldehyde (malty, green).

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

What each ingredient does

Butter

Creamed with sugar to trap air, giving the cake a light, tender crumb.

Egg whites

Beaten stiff and folded in to add lift and a light, airy structure.

Egg yolks

Add richness and fat, helping produce a tender, moist crumb.

All-purpose flour

Forms the main structure of the cake as its proteins set during baking.

Baking powder

Releases gas in the batter, helping the cake rise.

Chocolate

Gives the icing its chocolate flavor and a rich, dark color.

The step that matters

Swap the lemon

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

1. Coconutfits better
2. Figfits better
3. Raisinfits better
4. Lemonthe original

Fit is the average pairing score against butter, sugar, milk, egg, flour, chocolate, vanilla. Candidates are from the same food group and used in at least 100 recipes.