Quoted from galaxian:With BBB being worth $18k What drives that price? How is it Punchy or Pistol Poker don't bring that much?
Collector interest, PERIOD.
There are plenty of prototype and low production games that are worth less than $2000.
Many people have never even heard of at all.
An example not included.
King Kong (Data East, 1990) - 9 units (supposedly)
UberRare, Expensive, and coveted by owners.
Many will not even say they own it.
Why?
Artwork and theme.
Most of the data you require can be extracted from the IPDB.
It is already there.
If you want pricing information, it is all over the map.
If a collector wants it, they will pay the price for a rare game.
Many times private sales remain just that, private, there is no data.
Last time I say a KK for sale it went private sale for over $20k, which was insane at the time.
There really is no "scientific method" to understanding pinball collecting and its relation to rarity, cost, or interest.
Its like any other hobby.
"One person's junk is another man's treasure".