Allicin has been found to be the compound most responsible for the "hot" sensation of raw garlic.

http://en.wikipedia.org/wiki/Garlic

A large number of sulfur compounds contribute to the smell and taste of garlic. Allicin has been found to be the compound most responsible for the "hot" sensation of raw garlic.