Raich Carter contributed the most goals in the 1936-1937 Football League Division 1 season netting 26 (0.6 goals per game). With a goalscoring average of 2.1 goals per game the Rokerites netted a total of 59 goals at Roker Park conceding 24 (35), away from home scoring 30 and conceding 63 (-33) with an away goalscoring average of 0.7 and an overall goalscoring average of 2.1 goals per game.
The season finished in 1937 with 19 wins, a win ratio of 45.24%, the Sunderland AFC faithful at Roker Park enjoyed 17 wins and the travelling support saw 2.
Of the 42 games played the Rokerites managed 6 draws by the end of the 1936-1937 season, 2 at Roker Park and 4 away from home.
In total SAFC lost 17 games, 2 games lost at Roker Park (24 goals conceded) and 15 games lost away (63 goals conceded).