The pogo stick remained essentially unchanged for 80 years. Recently, three inventors have created powerful new gravity-defying machines that can leap over (small) buildings in a single bound.

The pogo appealed to kids who couldn’t—or didn’t want to—compete with the skateboarding hordes or who saw in its goofiness a kind of geeky cool. For several years before the supercharged pogos came to ...