There is one benefit to bidders that comes to mind, but doesn't apply to casino chips.

If a person wanted to bid on an "adult" item but did not wish to have that visible to others a private auction would benefit them.

Example -- someone who sells alot of merchandise may not want potential bidders reviewing his feedback to see that he recently won an inflatable goat.