Quick Answer. According to Real Female Bodybuilding, as of 2014, the biggest set of female biceps in the world are 20 inches and 20.25 inches respectively. These record-breaking biceps belong to extreme female bodybuilder Renne Toney. Her left bicep was the larger of the two, measuring 20.25 inches, or 51.4 centimeters.