Meaningless poll. Everyone has different circumstances that make buying games more or less affordable. What's also meaningless is whether this is a rich man's hobby or not. Pinball has many entry points just like many other hobbies.
Golf-local muni or country club
Sailing-16 foot trailer boat or 50 foot yacht
Stamp collecting - sheet of stamps from post office or upside down airplane