5 teams were tied for the most games in 1923, with 12 games. The first three are the Buffalo All-Americans, the Canton Bulldogs and the Chicago Bears.
| TEAM | GP | SEASON | W | L | T | TD | PTS | PPG | OPP PTS | OPP PPG | 1DWN | 3DWN% | 4DWN% | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  | All-Americans | 12 | 1923 | 5 | 4 | 3 | 10 | 94 | 7.8 | 43 | 3.6 | |||
| 2 |  | Bulldogs | 12 | 1923 | 11 | 0 | 1 | 32 | 246 | 20.5 | 19 | 1.6 | |||
| 3 |  | Bears | 12 | 1923 | 9 | 2 | 1 | 17 | 123 | 10.3 | 35 | 2.9 | |||
| 4 |  | Cardinals | 12 | 1923 | 8 | 4 | 0 | 18 | 161 | 13.4 | 56 | 4.7 | |||
| 5 |  | Badgers | 12 | 1923 | 7 | 2 | 3 | 12 | 100 | 8.3 | 49 | 4.1 | |||
| 6 |  | Indians | 11 | 1923 | 1 | 10 | 0 | 7 | 50 | 4.5 | 257 | 23.4 | |||
| 7 | Tigers | 10 | 1923 | 5 | 4 | 1 | 16 | 119 | 11.9 | 35 | 3.5 | ||||
| 8 |  | Packers | 10 | 1923 | 7 | 2 | 1 | 10 | 85 | 8.5 | 34 | 3.4 | |||
| 9 |  | Legion | 10 | 1923 | 4 | 4 | 2 | 9 | 86 | 8.6 | 76 | 7.6 | |||
| 10 | Marines | 9 | 1923 | 2 | 5 | 2 | 6 | 48 | 5.3 | 81 | 9.0 | ||||
| 11 |  | Triangles | 8 | 1923 | 1 | 6 | 1 | 1 | 16 | 2.0 | 95 | 11.9 | |||
| 12 |  | Independents | 8 | 1923 | 2 | 3 | 3 | 11 | 84 | 10.5 | 62 | 7.8 | |||
| 13 |  | Maroons | 8 | 1923 | 3 | 3 | 2 | 5 | 35 | 4.4 | 66 | 8.3 | |||
| 14 | Pros | 7 | 1923 | 1 | 6 | 0 | 3 | 25 | 3.6 | 74 | 10.6 | ||||
| 15 |  | Pros | 7 | 1923 | 1 | 5 | 1 | 2 | 14 | 2.0 | 59 | 8.4 | |||
| 16 |  | Indians | 7 | 1923 | 3 | 1 | 3 | 7 | 52 | 7.4 | 49 | 7.0 | |||
| 17 |  | Kelleys | 7 | 1923 | 4 | 3 | 0 | 3 | 35 | 5.0 | 33 | 4.7 | |||
| 18 |  | All-Stars | 7 | 1923 | 1 | 4 | 2 | 2 | 14 | 2.0 | 39 | 5.6 | |||
| 19 |  | Jeffersons | 4 | 1923 | 0 | 4 | 0 | 1 | 6 | 1.5 | 141 | 35.3 | |||
| 20 |  | Brecks | 3 | 1923 | 0 | 3 | 0 | 0 | 0 | 0.0 | 90 | 30.0 |
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| AFC East | W | L | T | PCT |
|---|---|---|---|---|
 Patriots - y | 13 | 3 | 0 | .813 |
 Bills - w | 11 | 5 | 0 | .688 |
 Dolphins - e | 7 | 9 | 0 | .438 |
 Jets - e | 3 | 13 | 0 | .188 |
| AFC North | W | L | T | PCT |
9 | 7 | 0 | .563 | |
8 | 8 | 0 | .500 | |
 Bengals - e | 6 | 10 | 0 | .375 |
 Browns - e | 4 | 12 | 0 | .250 |
| AFC South | W | L | T | PCT |
 Jaguars - x | 12 | 4 | 0 | .750 |
 Texans - x | 11 | 5 | 0 | .688 |
 Colts - e | 8 | 8 | 0 | .500 |
 Titans - e | 3 | 13 | 0 | .188 |
| AFC West | W | L | T | PCT |
 Broncos - y | 13 | 3 | 0 | .813 |
 Chargers - w | 11 | 5 | 0 | .688 |
 Chiefs - e | 6 | 10 | 0 | .375 |
 Raiders - e | 2 | 14 | 0 | .125 |
Steelers
Ravens| NFC East | W | L | T | PCT |
|---|---|---|---|---|
 Eagles - y | 11 | 5 | 0 | .688 |
 Cowboys - e | 7 | 8 | 1 | .469 |
 Commanders - e | 4 | 12 | 0 | .250 |
 Giants - e | 3 | 13 | 0 | .188 |
| NFC North | W | L | T | PCT |
 Bears - y | 11 | 5 | 0 | .688 |
 Packers - w | 9 | 6 | 1 | .594 |
 Vikings - e | 8 | 8 | 0 | .500 |
 Lions - e | 8 | 8 | 0 | .500 |
| NFC South | W | L | T | PCT |
8 | 8 | 0 | .500 | |
7 | 9 | 0 | .438 | |
 Falcons - e | 7 | 9 | 0 | .438 |
 Saints - e | 6 | 10 | 0 | .375 |
| NFC West | W | L | T | PCT |
 Seahawks - x | 13 | 3 | 0 | .813 |
 49ers - x | 12 | 4 | 0 | .750 |
 Rams - w | 11 | 5 | 0 | .688 |
 Cardinals - e | 3 | 13 | 0 | .188 |
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