Swindon in all time records
| Attendance | 32000: vs Arsenal 15/01/1972 FA Cup R3 |
| Gate receipts | 149371: vs Bolton Wanderers 12/02/1995 League Cup SF |
| Best league win | 9 - 1: vs Luton Town 28/08/1920 Division 3S |
| Worst league loss | 1 - 10: vs Manchester City 25/01/1930 FA Cup R4 |
| Best cup win | 10 - 1: vs Farnham Utd Breweries 28/11/1925 FA Cup R1 |
| Worst cup loss | |
| Most capped player | Rod Thomas: 30 Wales |
| League appearances | John Trollope: 770 1960/80 |
| League goals | Harry Morris: 216 1926/33 |
| Goals in a season | Harris Morris: 47 1926/27 Division 3S |
| Transfer fee received | £1,500,000: Kevin Horlock Manchester City January 1997 |
| Transfer fee paid | £800,000: Joey Beauchamp West Ham United August 1994 |
