The game has been known under a number of different names, including Five in a Row, Go Bang, and Pegit.

Go-Moku is from the Japanese "go moku narabe", meaning "five piece line-up". It was introduced into Britain in the 19th century as Go Bang, probably a corruption of Go Ban, the name of the table used for playing Go.