Today Caves Valley, Owings Mills MD is count around 4 homes for sale at current average listing price of $2,230,182. Nearby neighborhoods of Caves Valley are Caves Valley Golf Club. Most of Caves Valley homes are 5 bedrooms with 5 bathrooms.