Why it works: Thyme and marjoram match in chemistry and in kitchens. They rank in the top 1% of all ingredient pairs, and 2,225 recipes mention both. Both carry terpineol, which smells pine, woody. The science ↓
Fish and Tomato Soup
Ingredients
Directions
Make the broth
Boil the head of the fish in water with herbs, onion, and garlic.
Make the soup
Cut up the fish, remove the bones, and fry the pieces in butter.
Add browned flour, tomatoes, and the broth from boiling the head.
Cook for about 3 hours.
Stir in Tabasco and Worcestershire sauces, parsley, and butter.
Transcribed from a scanned cookbook and modernised for today's kitchens. Where the book gave no heat or time, or said "a moderate oven", the temperatures and times here may be modern equivalents rather than the book's own figures.
Explore the science
The flavor team
The pairs that carry this dish. Each one is judged two ways: how much aroma chemistry they share, and how many recipes mention both.
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Thyme + marjoramtop 1% of all pairsAroma overlapstrongMentioned together2,225 recipes
Shared aroma: terpineol (pine, woody).
-
Parsley + thymetop 1% of all pairsAroma overlapstrongMentioned together9,057 recipes
Shared aroma: cuminaldehyde (Spicy, cumin).
-
Parsley + marjoramtop 1% of all pairsAroma overlapstrongMentioned together1,979 recipes
Shared aroma: cuminaldehyde (Spicy, cumin).
-
Tomato + thymetop 4% of all pairsAroma overlapmoderateMentioned together2,370 recipes
Shared aroma: 1-octen-3-one (mushroom, metallic).
-
Onion + thymetop 7% of all pairsAroma overlapmoderateMentioned together11,171 recipes
Shared aroma: coumarin (sweet, hay).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Red fish
- Provides the main flavor and body of the soup, with the head giving the broth its richness.
- Fresh tomatoes
- Add acidity and moisture, giving the soup its tomato flavor and a looser texture.
- Browned flour
- Thickens the soup slightly and adds a toasted, nutty flavor.
- Butter
- Adds fat and richness, and carries flavor when the fish pieces are fried.
The step that matters
Remove the bones after boiling the head. Fish bones are sharp and easy to miss once the flesh is cut up. Checking each piece by hand before frying and simmering keeps them out of the finished soup.
Flavor stand-ins for the onion
How well each one fits the dish's main ingredients (fish, tomato, parsley, sauce, flour, thyme, marjoram):
- Shallotbetter flavor fit
- Carrotbetter flavor fit
- Parsnipbetter flavor fit
- Onionthe original
Fit is the average pairing score against fish, tomato, parsley, sauce, flour, thyme, marjoram. 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).
“What each ingredient does” and “The step that matters” were written by Claude from this recipe’s own method and reviewed in samples by CompKitchen.
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