| 1 | Sat 3 Aug 2019 | 2-0 v Scunthorpe UnitedScunthorpe United 0-2 Swindon Town | Sky Bet League Two |
| 2 | Sat 19 Oct 2019 | 1-3 v Crewe AlexandraCrewe Alexandra 3-1 Swindon Town | Sky Bet League Two |
| 3 | Tue 22 Oct 2019 | 1-0 v StevenageSwindon Town 1-0 Stevenage | Sky Bet League Two |
| 4 | Sat 26 Oct 2019 | 4-0 v Crawley TownCrawley Town 0-4 Swindon Town | Sky Bet League Two |
| 5 | Sat 2 Nov 2019 | 2-1 v WalsallSwindon Town 2-1 Walsall | Sky Bet League Two |
| 6 | Sat 9 Nov 2019 | 1-1 v Cheltenham TownCheltenham Town 1-1 Swindon Town | Emirates FA Cup First Round |
| 7 | Sat 16 Nov 2019 | 3-2 v Salford CitySalford City 2-3 Swindon Town | Sky Bet League Two |
| 8 | Tue 19 Nov 2019 | 0-1 v Cheltenham TownSwindon Town 0-1 Cheltenham Town | Emirates FA Cup First Round Replay |
| 9 | Sat 7 Dec 2019 | 3-0 v Grimsby TownGrimsby Town 0-3 Swindon Town | Sky Bet League Two |
| 10 | Sat 14 Dec 2019 | 2-0 v Oldham AthleticSwindon Town 2-0 Oldham Athletic | Sky Bet League Two |
| 11 | Sat 21 Dec 2019 | 2-2 v Forest Green RoversForest Green Rovers 2-2 Swindon Town | Sky Bet League Two |
| 12 | Wed 1 Jan 2020 | 2-1 v Plymouth ArgylePlymouth Argyle 1-2 Swindon Town | Sky Bet League Two |
| 13 | Sat 4 Jan 2020 | 1-1 v Bradford CitySwindon Town 1-1 Bradford City | Sky Bet League Two |
| 14 | Sat 11 Jan 2020 | 3-1 v Crewe AlexandraSwindon Town 3-1 Crewe Alexandra | Sky Bet League Two |
| 15 | Sat 1 Feb 2020 | 2-1 v Exeter CitySwindon Town 2-1 Exeter City | Sky Bet League Two |
| 16 | Sat 8 Feb 2020 | 1-1 v Carlisle UnitedCarlisle United 1-1 Swindon Town | Sky Bet League Two |
| 17 | Tue 11 Feb 2020 | 1-0 v Northampton TownNorthampton Town 0-1 Swindon Town | Sky Bet League Two |
| 18 | Sat 22 Feb 2020 | 3-1 v Grimsby TownSwindon Town 3-1 Grimsby Town | Sky Bet League Two |
| 19 | Tue 3 Mar 2020 | 2-0 v Scunthorpe UnitedSwindon Town 2-0 Scunthorpe United | Sky Bet League Two |
| 20 | Sat 7 Mar 2020 | 0-2 v Forest Green RoversSwindon Town 0-2 Forest Green Rovers | Sky Bet League Two |
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