In a bid to end a six-match winless run, Guehai opened the scoring in the encounter with a brilliant finish, after receiving a fine square pass from Boho after just two minutes of action.
Madrid, however, bounced back into the contest when Brazilian star Valeria spearheaded a fantastic attacking run before setting up Sara Tui for the equaliser six minutes later.
The hosts started the second half on a high when Guehai teed up Ines Juan to get Logrono back in front in the 56th minute.
The visitors, however, did not allow the hosts celebration to last too long as Macarena Portales assisted Tui five minutes later to secure a draw.