Identify why vodka is in your recipe: neutral alcohol (cocktails/marinades), subtle bite (chilling/sauce lift), or flavor carrier.
Match the substitute by role: choose dry gin or light rum for nearest “boozy” behavior; pick sake for savory/umami; use the vinegar mix when you need acid instead of alcohol.
Use the listed 1:1 ratio as your starting point, then taste and fine-tune (add a pinch of sugar if your swap tastes sharper).
For cooking, simmer or bake long enough to mellow strong aromas (usually 2–5 minutes in a sauce or during cooking).
For cocktails, strain or balance immediately—vodka-like neutrality is harder to fix after dilution, so adjust with citrus/syrup while mixing.