Wash and peel mangoes. Place in a pot and cover with water. Bring rapidly to a boil. Remove mangoes and measure 4 cups of liquid.
Combine liquid with sugar in a pot. Add mangoes and boil over moderate heat until syrup thickens to light stage (Candy Thermometer — 222°F.). Add vanilla when almost done, and mix.