Disclosed is the seed of a novel soybean cultivar, designated 13946, a sample of which is deposited under ATCC Accession No. PTA-7581. Also disclosed are plants, or parts thereof, grown from the seed of the cultivar, plants having the morphological and physiological characteristics of the 13946 cultivar, and methods of using the plant or parts thereof in a soybean breeding program.