Olympics – Women's Swimming Records
| Event | Time | Name | Nation | Games |
| 50 m freestyle | 23.81 | Emma McKeon | Australia (AUS) | 2020 Tokyo |
| 100 m freestyle | 51.96 | Emma McKeon | Australia (AUS) | 2020 Tokyo |
| 200 m freestyle | 1:53.50 | Ariarne Titmus | Australia (AUS) | 2020 Tokyo |
| 400 m freestyle | 3:56.46 | Katie Ledecky | United States (USA) | 2016 Rio |
| 800 m freestyle | 8:04.79 | Katie Ledecky | United States (USA) | 2016 Rio |
| 1500 m freestyle | 15:35.35 | Katie Ledecky | United States (USA) | 2020 Tokyo |
| 100 m backstroke | 57.47 | Kaylee McKeown | Australia (AUS) | 2020 Tokyo |
| 200 m backstroke | 2:04.06 | Missy Franklin | United States (USA) | 2012 London |
| 100 m breaststroke | 1:04.82 | Tatjana Schoenmaker | South Africa (RSA) | 2020 Tokyo |
| 200 m breaststroke | 2:18.95 | Tatjana Schoenmaker | South Africa (RSA) | 2020 Tokyo |
| 100 m butterfly | 55:48 | Sarah Sjostrom | Sweden (SWE) | 2016 Rio |
| 200 m butterfly | 2:03.86 | Zhang Yufei | China (CHN) | 2020 Tokyo |
| 200 m individual medley | 2:06.58 | Katinka Hosszu | Hungary (HUN) | 2016 Rio |
| 400 m individual medley | 4:26.36 | Katinka Hosszu | Hungary (HUN) | 2016 Rio |
| 4×100 m freestyle relay | 3:29.69 | Bronte Campbell, Meg Harris, Emma McKeon, Cate Campbell | Australia (AUS) | 2020 Tokyo |
| 4×200 m freestyle relay | 7:40.33 | Yang Junxuan, Tang Muhan, Zhang Yufei, Li Bingjie | China (CHN) | 2020 Tokyo |
| 4×100 m medley relay | 3:51.60 | Kaylee McKeown, Chelsea Hodges, Emma McKeon, Cate Campbell | Australia (AUS) | 2020 Tokyo |
Updated: September 30, 2021 (Post-Tokyo)
