Your question is Poisson vs Negative Binomial. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Walk me through how you would choose between a Poisson distribution and a negative binomial distribution for a count-based prediction problem.