Camden Electrics are considered the champions, since they occupied first place when the league disbanded on January 3, 1904.
| Team | W | L | Pct | GB | ||
 | Camden Electrics | 10 | 4 | .714 | - | |
| | Conshohocken Giants | 9 | 4 | .692 | 0.5 | |
| | Millville Glassblowers | 7 | 5 | .583 | 2.0 | |
| | Trenton Potters | 6 | 9 | .400 | 4.5 | |
| | Schuykill Falls Biddies | 2 | 12 | .143 | 8.0 |