Yes, sometimes children will outgrow their allergies, but if they do, they usually do so by age three. Food allergies are more likely to be "outgrown" than allergies to other substances. Infants inherit a tendency toward allergies. If their parents outgrew their allergies chances are the infant will also, in many cases.