According to sabermetrician Jay Jaffe of Baseball Prospectus, Harrah is the 25th-best third baseman in Major League Baseball history, outpacing several Hall of Famers. Despite his superior statistical accomplishments, Harrah only received a single vote for the Baseball Hall of Fame in 1992, thereby removing his name from future ballots. Harrah's chances for the Hall were seemingly hurt by his multiple position switches: from shortstop, to third base, to second base, and often back and forth. He did not match the awards or "counting stats" (avg, HR, RBI) of well-hitting contemporary shortstops like Cal Ripken Jr. and Barry Larkin, or third baseman such as Wade Boggs or George Brett, all of whom were on their way to HOF careers by the time Harrah was eligible in 1992. Contemporary baseball historians have placed more value on Harrah's career after the fact, noting that he was a solid all-around player who placed among the league leaders in Wins Above Replacement on 5 occasions.