Gutter guards can sometimes contribute to ice buildup in cold climates if they prevent proper drainage, but the impact depends on the guard design and installation.

Installing gutter guards in cold climates may lead to increased ice formation if the guards block proper drainage, but choosing the right design and ensuring proper installation can minimize this.