Rochharzela (84', 87') pulled Aizawl FC from the pit after Real Kashmir had taken a 2-0 lead through Mason Robertson (36') and Kallum Higginbotham (54') at the TRC Turf Ground in Srinagar, Kashmir, on Saturday.
The point saw the former I-League champions, with 16 points from 14 games, climb a point above the dropzone while the Snow Leopards are now fourth with 19 points from 13 matches.
David Robertson chose to start Danish Bhat in place of Novin Gurung for the hosts while Aizawl coach Standly Rozario also made just the one change as Lal Hmangaihkima replaced Jonathan Lalrawngbawla.