Robins consume fruits primarily during the fall and winter months.

• Fall: As insects become scarce, robins switch to fruits and berries to build up fat reserves for the colder months.Source
• Winter: Fruits that persist on trees and shrubs become a crucial food source when other food is limited.Source

Although robins eat fruits year round, it is more common in fall and winter.