What is your success rate?

Let's use SCIENCE. 96,677 Members. 33,005 Gifts. That means 0.3414 gifts per person. So, if you won anything, you're already more lucky than over 2/3 of SG users.

I'd calculate Gaussian distribution and a few probabilities here, but I remembered these marvelous calculations would be too large to fit this margin, so...