In late November, the Original Celtics left the MBL and signed to represent Atlantic City in the EBL and quickly reeled off five victories in six games. The Celtics did not draw large enough crowds to support their expensive guarantee, however, and within a few weeks pulled out of the league to continue barnstorming. The Atlantic City franchise staggered on a while longer, but along with Reading, dropped out at the end of the first half, reducing the league to just four teams. League suspended operation shortly thereafter on January 5, 1923, before the season was completed or a champion declared.

1st Half

TEAMWLPctGB
1923 Trenton Tigers LogoTrenton 163.842-
1923 Camden Skeeters LogoCamden 164.8000.5
1923 Coatesville Coats LogoCoatesville 911.4507.5
1923 Atlantic City Sandpipers LogoAtlantic City 710.4128.0
1923 Philadelphia Phillies LogoPhiladelphia 513.27810.5
1923 Reading Bears LogoReading 315.16712.5

2nd Half

1923 Trenton Tigers LogoTrenton 21.667-
1923 Camden Skeeters LogoCamden 21.6670.0
1923 Coatesville Coats LogoCoatesville 22.5000.5
1923 Philadelphia Phillies LogoPhiladelphia 02.0001.5