Al Massa (near Ramada Signal) is the gym for both men and women and it costs around 350/- per month if you get membership for a year. Otherwise, it costs about 750/- per month.
Sehati (near Qatar Decor R/A)is costlier than Al Massa.
Aspire Academy (Khalifa Stadium) also has a good gym.