From BR Bullpen

WHIP stands for walks plus hits, all divided by innings pitched. It is one of the standard measures of a pitcher's efficacy, noting how well they prevent baserunners. It became prominent in the 1980s and 1990s.

The best WHIP of all time (minimum 100 decisions) is owned by Hall of Famer Addie Joss.