| Rank | Name | Country | 500m | 1000m | Sprint | Update |
|---|
| 1 | Sumire Kikuchi |  JPN | …, | 1.16,81 | 15.000 | 2023 |
| 2 | Nao Kodaira | JPN | 36,39 | 1.11,77 | 72.275 | 2022 |
| 3 | Brittany Bowe |  USA | 37,03 | 1.11,61 | 72.835 | 2019 |
| 4 | Hong Zhang |  CHN | 36,56 | 1.12,65 | 72.885 | 2016 |
| Olga Fatkulina |  IAR | 36,72 | 1.12,33 | 72.885 | 2022 |
| 6 | Miho Takagi | JPN | 37,12 | 1.11,71 | 72.975 | 2022 |
| 7 | Heather Bergsma-Richardson | USA | 36,90 | 1.12,28 | 73.040 | 2017 |
| 8 | Angelina Golikova | IAR | 36,66 | 1.12,77 | 73.045 | 2022 |
| 9 | Jutta Leerdam |  NED | 37,22 | 1.11,84 | 73.140 | 2022 |
| 10 | Sang-Hwa Lee |  KOR | 36,36 | 1.13,66 | 73.190 | 2014 |
| 11 | Femke Kok | NED | 36,96 | 1.12,87 | 73.395 | 2022 |
| 12 | Darja Katsjanova | IAR | 36,98 | 1.12,91 | 73.435 | 2022 |
| 13 | Kimi Goetz | USA | 37,18 | 1.12,70 | 73.530 | 2022 |
| 14 | Vanessa Herzog |  AUT | 36,83 | 1.13,43 | 73.545 | 2019 |
| 15 | Jorien ter Mors | NED | 37,39 | 1.12,53 | 73.655 | 2017 |
| 16 | Jing Yu 1985 | CHN | 36,94 | 1.13,47 | 73.675 | 2018 |
| 17 | Letitia de Jong | NED | 37,19 | 1.12,99 | 73.685 | 2020 |
| 18 | Andzelika Wójcik |  POL | 36,77 | 1.14,09 | 73.815 | 2022 |
| 19 | Karolina Erbanová |  CZE | 37,06 | 1.13,53 | 73.825 | 2017 |
| 20 | Beixing Wang | CHN | 36,85 | 1.13,98 | 73.840 | 2014 |
| 21 | Christine Nesbitt |  CAN | 37,59 | 1.12,68 | 73.930 | 2012 |
| 22 | Cindy Klassen | CAN | 37,51 | 1.13,11 | 74.065 | 2006 |
| 23 | Arisa Gou | JPN | 37,05 | 1.14,07 | 74.085 | 2018 |
| 24 | Maki Tsuji | JPN | 37,09 | 1.14,10 | 74.140 | 2019 |
| 25 | Margot Boer | NED | 37,28 | 1.13,77 | 74.165 | 2014 |
| 26 | Thijsje Oenema | NED | 37,06 | 1.14,22 | 74.170 | 2013 |
| 27 | Erin Jackson | USA | 36,80 | 1.14,85 | 74.225 | 2023 |
| 28 | Jekaterina Ajdova |  KAZ | 37,55 | 1.13,46 | 74.280 | 2022 |
| | Min-Seon Kim 1999 | KOR | 37,20 | 1.14,16 | 74.280 | 2022 |
| 30 | Hege Bøkko |  NOR | 37,43 | 1.13,81 | 74.335 | 2018 |
| 31 | Jekaterina Sjikhova | IAR | 38,11 | 1.12,46 | 74.340 | 2019 |
| 32 | Jingzhu Jin | CHN | 37,29 | 1.14,11 | 74.345 | 2022 |
| 33 | Monique Garbrecht-Enfeldt |  GER | 37,34 | 1.14,13 | 74.405 | 2002 |
| 34 | Heather McLean | CAN | 37,27 | 1.14,36 | 74.450 | 2019 |
| 35 | Kaylin Irvine | CAN | 37,26 | 1.14,41 | 74.465 | 2020 |
| 36 | Catriona LeMay-Doan | CAN | 37,22 | 1.14,50 | 74.470 | 2003 |
| 37 | Jenny Wolf | GER | 37,00 | 1.14,95 | 74.475 | 2012 |
| 38 | Anni Friesinger | GER | 37,77 | 1.13,49 | 74.515 | 2008 |
| 39 | Kaja Ziomek | POL | 37,08 | 1.14,88 | 74.520 | 2022 |
| 40 | Sanneke de Neeling | NED | 37,66 | 1.13,74 | 74.530 | 2022 |
| 41 | Sabine Völker | GER | 37,57 | 1.13,96 | 74.550 | 2006 |
| 42 | Qishi Li | CHN | 37,93 | 1.13,27 | 74.565 | 2023 |
| 43 | Sayuri Yoshii | JPN | 37,55 | 1.14,05 | 74.575 | 2010 |
| 44 | Yu-Ting Huang |  TPE | 37,87 | 1.13,44 | 74.590 | 2022 |
| 45 | Chiara Simionato |  ITA | 37,86 | 1.13,47 | 74.595 | 2008 |
| 46 | Ruining Tian | CHN | 37,03 | 1.15,16 | 74.610 | 2022 |
| 47 | Suzanne Schulting | NED | 37,71 | 1.13,97 | 74.695 | 2022 |
| 48 | Manli Wang | CHN | 37,28 | 1.14,89 | 74.725 | 2006 |
| 49 | Judith Hesse | GER | 37,34 | 1.14,78 | 74.730 | 2014 |
| 50 | Laurine van Riessen | NED | 37,64 | 1.14,21 | 74.745 | 2013 |
| 51 | Ireen Wüst | NED | 38,44 | 1.12,64 | 74.760 | 2020 |
| 52 | Erina Kamiya | JPN | 37,40 | 1.14,73 | 74.765 | 2018 |
| 53 | Annette Gerritsen | NED | 37,63 | 1.14,33 | 74.795 | 2012 |
| 54 | Marrit Leenstra | NED | 37,95 | 1.13,72 | 74.810 | 2018 |
| 55 | Miyako Sumiyoshi | JPN | 37,49 | 1.14,66 | 74.820 | 2017 |
| 56 | Michelle de Jong | NED | 37,52 | 1.14,66 | 74.850 | 2022 |
| 57 | Andrea Nuyt | NED | 37,54 | 1.14,65 | 74.865 | 2002 |
| 58 | Anzjelika Kotjuga |  IAB | 37,66 | 1.14,44 | 74.880 | 2005 |
| 59 | Jennifer Rodriguez | USA | 37,87 | 1.14,05 | 74.895 | 2010 |
| 60 | Jekaterina Malysjeva | IAR | 37,76 | 1.14,32 | 74.920 | 2014 |
| 61 | Lotte van Beek | NED | 38,25 | 1.13,36 | 74.930 | 2019 |
| 62 | Hyeon-Yeong Kim | KOR | 37,50 | 1.14,95 | 74.975 | 2019 |
| 63 | Jekaterina Lobysjeva | IAR | 37,89 | 1.14,20 | 74.990 | 2014 |
| 64 | Rio Yamada | JPN | 38,05 | 1.13,92 | 75.010 | 2022 |
| 65 | Nikola Zdráhalová | CZE | 38,10 | 1.13,83 | 75.015 | 2022 |
| 66 | Anna Nifontova | IAB | 37,56 | 1.14,92 | 75.020 | 2022 |
| 67 | Marrit Fledderus | NED | 37,68 | 1.14,70 | 75.030 | 2022 |
| 68 | Svetlana Zjurova | IAR | 37,55 | 1.15,02 | 75.060 | 2002 |
| 69 | Marianne Timmer | NED | 37,86 | 1.14,45 | 75.085 | 2008 |
| 70 | Jelizaveta Golubeva-Kazelina | IAR | 38,37 | 1.13,45 | 75.095 | 2022 |
| 71 | Nadezjda Asejeva | IAR | 37,70 | 1.14,80 | 75.100 | 2017 |
| 72 | Marsha Hudey | CAN | 37,30 | 1.15,64 | 75.120 | 2018 |
| 73 | Monique Angermüller | GER | 38,08 | 1.14,15 | 75.155 | 2014 |
| Sugar Todd | USA | 37,63 | 1.15,05 | 75.155 | 2017 |
| 75 | Karolina Bosiek | POL | 37,92 | 1.14,56 | 75.200 | 2022 |
| 76 | Elli Ochowicz | USA | 37,74 | 1.14,97 | 75.225 | 2013 |
| 77 | Xin Zhao 1992 | CHN | 38,15 | 1.14,18 | 75.240 | 2020 |
| 78 | Tomomi Okazaki | JPN | 37,66 | 1.15,19 | 75.255 | 2009 |
| Dione Voskamp | NED | 37,57 | 1.15,37 | 75.255 | 2022 |
| 80 | Chris Witty | USA | 38,36 | 1.13,83 | 75.275 | 2002 |
| 81 | Shannon Rempel | CAN | 37,80 | 1.15,00 | 75.300 | 2009 |
| 82 | Sayuri Osuga | JPN | 37,51 | 1.15,60 | 75.310 | 2007 |
| 83 | Peiyu Jin | CHN | 37,74 | 1.15,17 | 75.325 | 2012 |
| 84 | Anice Das | NED | 37,84 | 1.15,11 | 75.395 | 2017 |
| 85 | Bri Bocox | USA | 38,40 | 1.14,11 | 75.455 | 2020 |
| 86 | Kako Yamane | JPN | 37,75 | 1.15,46 | 75.480 | 2022 |
| 87 | Hui Ren | CHN | 38,01 | 1.15,04 | 75.530 | 2010 |
| 88 | Gabriele Hirschbichler | GER | 38,31 | 1.14,49 | 75.555 | 2018 |
| Antoinette de Rijpma-Jong | NED | 38,49 | 1.14,13 | 75.555 | 2022 |
| 90 | Aki Tonoike | JPN | 38,25 | 1.14,64 | 75.570 | 2002 |
| 91 | Shihomi Shinya | JPN | 37,84 | 1.15,51 | 75.595 | 2008 |
| 92 | Seung-Hee Park | KOR | 38,28 | 1.14,64 | 75.600 | 2018 |
| 93 | Heike Hartmann 1982 | GER | 38,04 | 1.15,13 | 75.605 | 2011 |
| 94 | Eriko Sanmiya-Mitake | JPN | 38,04 | 1.15,24 | 75.660 | 2002 |
| 95 | Hyon-Suk Ko |  PRK | 38,08 | 1.15,19 | 75.675 | 2012 |
| 96 | Helga Drost | NED | 38,00 | 1.15,36 | 75.680 | 2022 |
| 97 | Anastasia Bucsis | CAN | 37,91 | 1.15,58 | 75.700 | 2016 |
| 98 | Aihua Xing | CHN | 37,76 | 1.15,99 | 75.755 | 2010 |
| 99 | Esmé Stollenga | NED | 37,92 | 1.15,70 | 75.770 | 2022 |
| 100 | Ivanie Blondin | CAN | 38,69 | 1.14,18 | 75.780 | 2023 |
This category holds a total of 19116 records divided over 192 pages.