Question : How long do most people visit Southampton?
Answer : Of course you're not most people, but if you were, you'd stay roughly 10 days.
Question : Is price more important than specific travel days for you?
Answer : The cheapest day to fly in October is Saturday. Flexibility is paramount when booking travel plans in order to keep travel costs down.