This diatom has been confused with G. manubrium and Gomphoneis eriense var. variabilis due to their similar valve shapes. Gomphonema manubrium has more narrow valves and a wider axial area. Gomphonema ventricosum lacks longitudinal lines and has uniseriate striae, distinguishing it from species in Gomphoneis.