Leslie Elmer Goldstein (May 13, 1918 – January 28, 2013) was an American first baseman in Major League Baseball who played briefly for the Cincinnati Reds during the 1943 and 1946 seasons.

A native of Austin, Texas, Goldstein was one of many major leaguers who saw his baseball career interrupted by a military stint during World War II.

He enrolled in the United States Army in 1944, serving for two and half years before rejoining the Reds in the 1946 midseason as a reserve player and pinch hitter.

In a two-season career, Goldstein was a .100 hitter (1-for-10) with a run scored and a .308 on-base percentage in 11 games.

This biographical article relating to an American baseball first baseman is a stub.