There’s an old anti-gambling saying that warns, “You’ll never see a bookie on a bike.”

How about a billionaire on a bus?

If the billionaire in question is Democratic gubernatorial contender J.B. Pritzker, don’t be too shocked if you spot him on the CTA’s No. 151.

Pritzker — worth an estimated $3.4…