I tend to go by my weight/body fat levels/lean mass....
I know if my body fat stays the same, around 9-10%, and I am putting on weight it can only be muscle - dont use just the scales as this can be very deceiving if you want to keep an accurate check on things..
I also keep a training journal and try to beat the weight/reps I did in my last workout