Why it works: Onion and potato are a kitchen classic. They rank in the top 3% of all ingredient pairs, and cooks put them together in 9,023 recipes. Both carry 2-isopropyl-3-methoxypyrazine, which smells earthy, pea. The science ↓
Beef Goulash
Ingredients
Directions
Brown the meat
Heat the drippings in a kettle until smoking hot.
Add the beef and brown it on all sides.
Remove the beef and add the onions and carrots to the kettle.
Return the beef to the kettle, then add the salt, paprika, and water.
Simmer and finish
Cook slowly until the meat is tender.
Add the potatoes and cook for 10 minutes.
Stir in a can of peas.
Once done, add the milk and bring to a boil before serving.
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 their aromas overlap, and how often cooks already put them together.
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Onion + potatotop 3% of all pairsSmell alikemoderateCooked together9,023 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Carrot + potatotop 4% of all pairsSmell alikestrongCooked together3,107 recipes
Shared aroma: 2-isobutyl-3-methoxypyrazine (green bell pepper, earthy).
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Onion + carrottop 6% of all pairsSmell alikemoderateCooked together21,601 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
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Beef + oniontop 7% of all pairsSmell alikemoderateCooked together17,092 recipes
Shared aroma: 2-isopropyl-3-methoxypyrazine (earthy, pea).
-
Beef + potatotop 8% of all pairsSmell alikemoderateCooked together2,052 recipes
Shared aroma: sotolon (curry, maple).
Ranks compare each pair with 20,000 random ingredient pairs on CompKitchen. How we score pairs
What each ingredient does
- Lean beef
- Provides the main protein, which browns for flavor and becomes tender with slow cooking.
- Drippings
- Fat that carries heat well, so the beef browns quickly and deeply.
- Onions
- Soften and turn sweet as they cook, adding depth to the stew's base.
- Potatoes
- Starch that softens during cooking, adding body and substance to the stew.
- Paprika
- Adds color and a mild, sweet-smoky aroma to the broth.
- Milk
- Adds richness and creaminess to the finished liquid.
The step that matters
Browning the beef in smoking-hot drippings. Searing at high heat triggers the Maillard reaction, creating deep brown flavor. If the pan is not hot enough or is crowded, the meat steams and turns grey, losing that flavor.
Swap the carrot
How well each one fits the dish's main ingredients (beef, onion, potato, milk):
- Chivefits better
- Tomatofits about as well
- Carrotthe original
- Leekfits about as well
Fit is the average pairing score against beef, onion, potato, milk. Candidates are from the same food group and used in at least 100 recipes.
“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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