Allicin, the compound that gives this vegetable its distinct smell, is only released when you crush, chop, or chew the garlic, meaning fresh whole garlic should have very little or no odor. Your best bet is to sniff before you buy, because the garlic may have been damaged during storage or transportation if it has a strong smell.