Would you do it? Gender reveal/2nd birthday party?

Our anatomy scan is 4 weeks before our sons 2nd birthday. We really wanted to have a gender reveal party with this pregnancy since we didn’t do one the last time. But with finding out the gender only 4 weeks earlier, would it make sense for us to have two separate parties in such a short time? Or should I just do a “big surprise” reveal at the end of his birthday party since all of our friends and family will be there anyway? Would you feel guilty like maybe you’re “taking the attention away from your child”, even though they’re too young to remember it? Comments and suggestions please :)