Today Caves Valley, Owings Mills MD is count around 3 homes for sale at current average listing price of $1,859,667. Nearby neighborhoods of Caves Valley are Caves Valley Golf Club. Most of Caves Valley homes are 5 bedrooms with 4 bathrooms.