I think it depends on what you do after you cycle. I have kept most of my gains for the last 10 years

If you take steroids, gain muscle, stop working out and eating right, then YES you are gonna lose your gains

if you take steroids, gain muscle , KEEP working out and working on your diet, then you will keep most of your gains