During each run in Snow Rider, players encounter a wide variety of hazards scattered across the mountain. Trees and rocks can block narrow paths, snowmen appear as large stationary obstacles, and snowballs may roll across the track unexpectedly. Gaps in the terrain require carefully timed jumps, while falling trees and moving animals can appear suddenly.