The Rochester Jeffersons and the Louisville Brecks were tied for the worst record in 1923, with a record of 0-4.
| TEAM | REC | SEASON | W% | GP | W | L | T | TD | PTS | PPG | OPP PTS | OPP PPG | 1DWN | 3DWN% | 4DWN% | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  | Jeffersons | 0-4 | 1923 | .000 | 4 | 0 | 4 | 0 | 1 | 6 | 1.5 | 141 | 35.3 | |||
| 2 |  | Brecks | 0-3 | 1923 | .000 | 3 | 0 | 3 | 0 | 0 | 0 | 0.0 | 90 | 30.0 | |||
| 3 |  | Indians | 1-10 | 1923 | .091 | 11 | 1 | 10 | 0 | 7 | 50 | 4.5 | 257 | 23.4 | |||
| 4 | Pros | 1-6 | 1923 | .143 | 7 | 1 | 6 | 0 | 3 | 25 | 3.6 | 74 | 10.6 | ||||
| 5 |  | Triangles | 1-6-1 | 1923 | .188 | 8 | 1 | 6 | 1 | 1 | 16 | 2.0 | 95 | 11.9 | |||
| 6 |  | Pros | 1-5-1 | 1923 | .214 | 7 | 1 | 5 | 1 | 2 | 14 | 2.0 | 59 | 8.4 | |||
| 7 |  | All-Stars | 1-4-2 | 1923 | .286 | 7 | 1 | 4 | 2 | 2 | 14 | 2.0 | 39 | 5.6 | |||
| 8 | Marines | 2-5-2 | 1923 | .333 | 9 | 2 | 5 | 2 | 6 | 48 | 5.3 | 81 | 9.0 | ||||
| 9 |  | Independents | 2-3-3 | 1923 | .438 | 8 | 2 | 3 | 3 | 11 | 84 | 10.5 | 62 | 7.8 | |||
| 10 |  | Legion | 4-4-2 | 1923 | .500 | 10 | 4 | 4 | 2 | 9 | 86 | 8.6 | 76 | 7.6 | |||
| 11 |  | Maroons | 3-3-2 | 1923 | .500 | 8 | 3 | 3 | 2 | 5 | 35 | 4.4 | 66 | 8.3 | |||
| 12 |  | All-Americans | 5-4-3 | 1923 | .542 | 12 | 5 | 4 | 3 | 10 | 94 | 7.8 | 43 | 3.6 | |||
| 13 | Tigers | 5-4-1 | 1923 | .550 | 10 | 5 | 4 | 1 | 16 | 119 | 11.9 | 35 | 3.5 | ||||
| 14 |  | Kelleys | 4-3 | 1923 | .571 | 7 | 4 | 3 | 0 | 3 | 35 | 5.0 | 33 | 4.7 | |||
| 15 |  | Indians | 3-1-3 | 1923 | .643 | 7 | 3 | 1 | 3 | 7 | 52 | 7.4 | 49 | 7.0 | |||
| 16 |  | Cardinals | 8-4 | 1923 | .667 | 12 | 8 | 4 | 0 | 18 | 161 | 13.4 | 56 | 4.7 | |||
| 17 |  | Badgers | 7-2-3 | 1923 | .708 | 12 | 7 | 2 | 3 | 12 | 100 | 8.3 | 49 | 4.1 | |||
| 18 |  | Packers | 7-2-1 | 1923 | .750 | 10 | 7 | 2 | 1 | 10 | 85 | 8.5 | 34 | 3.4 | |||
| 19 |  | Bears | 9-2-1 | 1923 | .792 | 12 | 9 | 2 | 1 | 17 | 123 | 10.3 | 35 | 2.9 | |||
| 20 |  | Bulldogs | 11-0-1 | 1923 | .958 | 12 | 11 | 0 | 1 | 32 | 246 | 20.5 | 19 | 1.6 |
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| AFC East | W | L | T | PCT |
|---|---|---|---|---|
 Patriots - y | 14 | 3 | 0 | .824 |
 Bills - w | 12 | 5 | 0 | .706 |
 Dolphins - e | 7 | 10 | 0 | .412 |
 Jets - e | 3 | 14 | 0 | .176 |
| AFC North | W | L | T | PCT |
 Steelers - y | 10 | 7 | 0 | .588 |
 Ravens - e | 8 | 9 | 0 | .471 |
 Bengals - e | 6 | 11 | 0 | .353 |
 Browns - e | 5 | 12 | 0 | .294 |
| AFC South | W | L | T | PCT |
 Jaguars - y | 13 | 4 | 0 | .765 |
 Texans - w | 12 | 5 | 0 | .706 |
 Colts - e | 8 | 9 | 0 | .471 |
 Titans - e | 3 | 14 | 0 | .176 |
| AFC West | W | L | T | PCT |
 Broncos - z* | 14 | 3 | 0 | .824 |
 Chargers - w | 11 | 6 | 0 | .647 |
 Chiefs - e | 6 | 11 | 0 | .353 |
 Raiders - e | 3 | 14 | 0 | .176 |
| NFC East | W | L | T | PCT |
|---|---|---|---|---|
 Eagles - y | 11 | 6 | 0 | .647 |
 Cowboys - e | 7 | 9 | 1 | .441 |
 Commanders - e | 5 | 12 | 0 | .294 |
 Giants - e | 4 | 13 | 0 | .235 |
| NFC North | W | L | T | PCT |
 Bears - y | 11 | 6 | 0 | .647 |
 Packers - w | 9 | 7 | 1 | .559 |
 Vikings - e | 9 | 8 | 0 | .529 |
 Lions - e | 9 | 8 | 0 | .529 |
| NFC South | W | L | T | PCT |
 Panthers - y | 8 | 9 | 0 | .471 |
 Buccaneers - e | 8 | 9 | 0 | .471 |
 Falcons - e | 8 | 9 | 0 | .471 |
 Saints - e | 6 | 11 | 0 | .353 |
| NFC West | W | L | T | PCT |
 Seahawks - z* | 14 | 3 | 0 | .824 |
 Rams - w | 12 | 5 | 0 | .706 |
 49ers - w | 12 | 5 | 0 | .706 |
 Cardinals - e | 3 | 14 | 0 | .176 |
