Banana Nut Muffins

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. Wheat + walnuttop 3% of all pairs
   Smell alikestrong
   Cooked together246 recipes

   Shared aroma: 1-hexanal (fruit).

2. Milk + wheattop 6% of all pairs
   Smell alikemoderate
   Cooked together2,418 recipes

   Shared aroma: (e,z)-2,6-nonadienal (cucumber, melon).

3. Honey + bananatop 8% of all pairs
   Smell alikemoderate
   Cooked together395 recipes

   Shared aroma: ethyl isobutyrate (fruity, ethereal).

4. Nuts + walnuttop 9% of all pairs
   Smell alikemoderate
   Cooked together284 recipes

   Shared aroma: alpha-pinene (pine, turpentine).

5. Honey + wheattop 10% of all pairs
   Smell alikemoderate
   Cooked together346 recipes

   Shared aroma: 2-acetyl-1-pyrroline (popcorn, roasted).

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

What each ingredient does

Eggs

Bind the batter and add structure as they set in the oven.

Bananas

Add moisture and sweetness to the muffin crumb.

Vegetable oil

Adds fat for a tender, moist crumb.

Whole wheat flour

Provides the main structure and a nutty, hearty texture.

Baking powder

Releases gas during baking so the muffins rise.

Milk

Hydrates the flour and dissolves the sugar into a pourable batter.

The step that matters

Swap the nuts

How well each one fits the dish's main ingredients (egg, honey, milk, banana, flour, wheat, walnut):

1. Almondfits better
2. Flaxseedfits better
3. Pistachiofits better
4. Nutsthe original

Fit is the average pairing score against egg, honey, milk, banana, flour, wheat, walnut. Candidates are from the same food group and used in at least 100 recipes.