Altitude ranges from 2800m/ 7950 ft. (of Aru) to 4100m/ 13000 ft. (of Marsar lake). Hence there's a huge altitude gain of approx 1700m/5000 ft. So, yes you can expect changes in altitude in Tarsar Marsar trek.