Regular-season careers from the StatVault encyclopedia — the same tables as each player's profile.
| Eddie Williams | Stat | Tom Needham |
|---|---|---|
| 10 | Seasons | 11 |
| 5.6 | Career VAL | 5.7 |
| 3.6 (1994) | Peak-season VAL | 3.7 (1904) |
VAL is Value Above League — regular-season production measured against the league at the same position group (MLB VAL board).
| Eddie Williams | Stat | Tom Needham |
|---|---|---|
| Career | ||
| 395 | Games | 530 |
| Batting | ||
| 288 | Hits | 311 |
| 39 | Home runs | 8 |
| 151 | RBI | 117 |
| 146 | Runs | 113 |
| 2 | Stolen bases | 20 |
| 101 | ||
| Walks |
|---|
| 109 |
| .252 | Batting avg | .209 |
|---|
| .319 | On-base % | .274 |
|---|
| .398 | Slugging % | .272 |
|---|
| 92 | OPS+ | 69 |
|---|
| Age | Eddie Williams | Tom Needham |
|---|---|---|
| 24 | 1 | — |
| 25 | — | 3.7 |
| 26 | — | 1.4 |
| 27 | — | 0 |
| 28 | — | 0.5 |
| 29 | 3.6 | 0.1 |
| 30 | 1 | — |
| 31 | 0 | — |
| 32 | 0 | — |