FIFA World Cup top goalscorers Klose celebrating his record-breaking 16th World Cup goal. Miroslav Klose is the player with the most goals, scoring 16. Gerd Müller (right) scored 14 goals for West Germany. Pelé (right) scored 12 goals for Brazil. Thomas Müller has scored 10 goals for Germany. Grzegorz Lato (left) scored 10 goals for Poland.