Stomach Sleeper Mattress. The stomach sleeping position is the least common and most finicky of the sleeping positions. Whereas back sleepers can sleep on just about any mattress, and side sleepers do well on medium or soft mattresses, stomach sleepers need a specific mid-range comfort to ensure healthy, restful sleep.read more >>