Gomphonema carolinense is larger, heteropolar and more clavate-elliptic.
Members of the Gomphonema parvulum-complex has narrower valves with more clavate-elliptic forms (e.g. G. parvulum var. lagenula Frenguelli) and parallel to only slightly radiate striae.