Why it works: Arrowroot and vanilla match in chemistry and in kitchens. They rank in the top 3% of all ingredient pairs, and cooks put them together in 242 recipes. Both carry coumarin, which smells sweet, hay. The science ↓
Butterscotch Sauce
Ingredients
Directions
Melt the butter in a saucepan.
Add the cornstarch and blend thoroughly.
Stir in the salt, brown sugar, and boiling water.
Cook until there is no taste of raw starch.
Remove from heat and add the vanilla extract.
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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Arrowroot + vanillatop 3% of all pairsSmell alikestrongCooked together242 recipes
Shared aroma: coumarin (sweet, hay).
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Sugar + vanillatop 8% of all pairsSmell alikelowCooked together35,032 recipes
Shared aroma: beta-damascenone (apple, rose).
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Butter + vanillatop 14% of all pairsSmell alikemoderateCooked together20,050 recipes
Shared aroma: guaiacol (smoky, sweet).
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Butter + sugartop 17% of all pairsSmell alikemoderateCooked together98,233 recipes
Shared aroma: guaiacol (smoky, sweet).
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Arrowroot + sugartop 20% of all pairsSmell alikemoderateCooked together1,073 recipes
Shared aroma: 1-penten-3-one (fish, pungent).
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
- Cornstarch
- Thickens the sauce as it cooks, giving it body without making it gluey.
- Brown sugar
- Provides the sweetness and molasses flavor that defines butterscotch.
- Butter
- Adds richness and fat, carrying flavor and smoothing the texture.
The step that matters
Cook until there is no taste of raw starch. Starch granules must be heated fully to swell and thicken the sauce. Stopping early leaves a raw, floury taste and a weaker texture.
Swap the arrowroot
How well each one fits the dish's main ingredients (butter, sugar, vanilla):
- Sweet potatofits about as well
- Arrowrootthe original
- Capsicumfits less well
- Potatofits less well
Fit is the average pairing score against butter, sugar, vanilla. 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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