| Arley Scranton's NASCAR Cup Series Start Statistics |
|---|
| No. | Race No. | Start | Finish | Car | Mfg | Laps | Led |
|---|---|---|---|---|---|---|---|
| 1 | 1954 - 16 | 22 | 21 | 80 |  | 413 | 0 |
| 2 | 1956 - 03 | 37 | 36 | 80 | | 9 | 0 |
| 3 | 1957 - 43 | 11 | 23 | 82 |  | 25 | 0 |
| 4 | 1958 - 21 | 9 | 46 | 33 |  | 0 | 0 |
| 5 | 1958 - 44 | 19 | 26 | 33 | | 17 | 0 |
| 6 | 1959 - 17 | 32 | 22 | 87 | | 339 | 0 |
| 7 | 1959 - 39 | 4 | 22 | 87 | | 22 | 0 |
| 8 | 1961 - 22 | 21 | 23 | 21 | | 3 | 0 |
| 9 | 1966 - 02 | 39 | 43 | 111 |  | 3 | 0 |
