| # | skater | laps led | laps raced | % led | races |
|---|---|---|---|---|---|
| 1 | Xandra Velzeboer NED | 325 | 630 | 51.6% | 73 |
| 2 | Courtney Sarault CAN | 300 | 584 | 51.4% | 66 |
| 3 | Corinne Stoddard USA | 295 | 546 | 54.0% | 60 |
| 4 | Michelle Velzeboer NED | 149 | 510 | 29.2% | 59 |
| 5 | Ayano Sekiguchi JPN | 143 | 219 | 65.3% | 28 |
| 6 | Gilli Kim KOR | 141 | 497 | 28.4% | 51 |
| 7 | Hanne Desmet BEL | 138 | 466 | 29.6% | 50 |
| 8 | Valentina Ascic CRO | 132 | 525 | 25.1% | 55 |
| 9 | Minjeong Choi KOR | 129 | 480 | 26.9% | 53 |
| 10 | Elisa Confortola ITA | 114 | 555 | 20.5% | 50 |
| 11 | Minji Kim KOR | 114 | 263 | 43.3% | 26 |
| 12 | Ruoxuan Hao CHN | 105 | 225 | 46.7% | 20 |
| 13 | Gabriela Topolska POL | 101 | 437 | 23.1% | 39 |
| 14 | Kamila Sellier POL | 101 | 373 | 27.1% | 42 |
| 15 | Jingru Yang CHN | 97 | 356 | 27.2% | 29 |
| 16 | Chutong Zhang CHN | 93 | 351 | 26.5% | 40 |
| 17 | Annabelle Green GBR | 91 | 412 | 22.1% | 48 |
| 18 | Kristen Santos-Griswold USA | 89 | 338 | 26.3% | 40 |
| 19 | Selma Poutsma NED | 89 | 180 | 49.4% | 32 |
| 20 | Songmi Oh KOR | 84 | 223 | 37.7% | 25 |
| 21 | Mirei Nakashima JPN | 83 | 442 | 18.8% | 48 |
| 22 | Florence Brunelle CAN | 81 | 337 | 24.0% | 41 |
| 23 | Courtney Charlong CAN | 80 | 233 | 34.3% | 30 |
| 24 | Kornelia Wozniak POL | 80 | 144 | 55.6% | 24 |
| 25 | Nikola Mazur POL | 80 | 396 | 20.2% | 41 |
| 26 | Minji Kang KOR | 77 | 250 | 30.8% | 25 |
| 27 | Maja Dora Somodi HUN | 71 | 363 | 19.6% | 32 |
| 28 | Aurelie Leveque FRA | 67 | 358 | 18.7% | 38 |
| 29 | Kim Boutin CAN | 64 | 214 | 29.9% | 27 |
| 30 | Annie-Kim Boivin CAN | 59 | 130 | 45.4% | 12 |
| 31 | Arianna Fontana ITA | 58 | 275 | 21.1% | 32 |
| 32 | Chiara Betti ITA | 57 | 286 | 19.9% | 42 |
| 33 | Aoi Watanabe JPN | 56 | 202 | 27.7% | 18 |
| 34 | Kamryn Lute USA | 54 | 199 | 27.1% | 16 |
| 35 | Junyu Kuang CHN | 52 | 152 | 34.2% | 21 |
| 36 | Natasa Z Molnar HUN | 52 | 259 | 20.1% | 25 |
| 37 | Jingyi Lin CHN | 51 | 147 | 34.7% | 23 |
| 38 | Danae Blais CAN | 50 | 194 | 25.8% | 16 |
| 39 | Diede van Oorschot NED | 50 | 132 | 37.9% | 13 |
| 40 | Rebeka Sziliczei-Nemet HUN | 47 | 354 | 13.3% | 31 |
| 41 | Tineke den Dulk BEL | 45 | 336 | 13.4% | 36 |
| 42 | Malika Yermek KAZ | 44 | 285 | 15.4% | 33 |
| 43 | Cloe Ollivier FRA | 42 | 407 | 10.3% | 42 |
| 44 | Alina Azhgaliyeva KAZ | 39 | 290 | 13.4% | 25 |
| 45 | Lea Popovicova SVK | 39 | 434 | 9.0% | 48 |
| 46 | Anna Jansone LAT | 37 | 285 | 13.0% | 30 |
| 47 | Arianna Sighel ITA | 36 | 311 | 11.6% | 28 |
| 48 | Anna Falkowska POL | 35 | 127 | 27.6% | 19 |
| 49 | Kateryna Soloviova GER | 35 | 178 | 19.7% | 21 |
| 50 | Olga Tikhonova KAZ | 35 | 318 | 11.0% | 28 |
| 51 | Yelyzaveta Sydorko UKR | 35 | 198 | 17.7% | 30 |
| 52 | Beatrice Paglia ITA | 34 | 157 | 21.7% | 13 |
| 53 | Oceane Guerard CAN | 34 | 172 | 19.8% | 18 |
| 54 | Polina Omelchuk KAZ | 33 | 200 | 16.5% | 26 |
| 55 | Isabella Chen USA | 32 | 140 | 22.9% | 15 |
| 56 | Diana Laura Vegi HUN | 31 | 200 | 15.5% | 30 |
| 57 | Pom Straathof NED | 31 | 190 | 16.3% | 17 |
| 58 | Sumin Yu KOR | 31 | 100 | 31.0% | 13 |
| 59 | Eva Grenouilloux FRA | 30 | 240 | 12.5% | 25 |
| 60 | Nonomi Inoue JPN | 30 | 168 | 17.9% | 16 |
| 61 | Gloria Ioriatti ITA | 28 | 281 | 10.0% | 24 |
| 62 | Li Gong CHN | 28 | 275 | 10.2% | 25 |
| 63 | Alena Krylova AIN | 27 | 121 | 22.3% | 21 |
| 64 | Katarina Buric CRO | 26 | 369 | 7.0% | 41 |
| 65 | Kira Judit Amschl HUN | 26 | 113 | 23.0% | 17 |
| 66 | Petra Vankova CZE | 26 | 314 | 8.3% | 36 |
| 67 | Sophie Nijboer NED | 26 | 88 | 29.5% | 9 |
| 68 | Lisa Eckstein GER | 25 | 279 | 9.0% | 30 |
| 69 | Panka Nogradi HUN | 25 | 74 | 33.8% | 10 |
| 70 | Holly Hoyland GBR | 24 | 121 | 19.8% | 13 |
| 71 | Myriam Djouaher CAN | 24 | 114 | 21.1% | 17 |
| 72 | Yana Khan KAZ | 23 | 101 | 22.8% | 16 |
| 73 | Zoe Florence Deltrap NED | 22 | 154 | 14.3% | 11 |
| 74 | Betty Moeske GER | 21 | 341 | 6.2% | 36 |
| 75 | Svitlana Repetska UKR | 20 | 318 | 6.3% | 33 |
| 76 | Amelia Chua SGP | 19 | 229 | 8.3% | 27 |
| 77 | Ching Yan Lam HKG | 19 | 327 | 5.8% | 34 |
| 78 | Natalia Maliszewska POL | 19 | 136 | 14.0% | 23 |
| 79 | Olimpia Kazanecka USA | 19 | 125 | 15.2% | 14 |
| 80 | Hanna Mazur POL | 18 | 175 | 10.3% | 15 |
| 81 | Julie Letai USA | 18 | 146 | 12.3% | 22 |
| 82 | Martina Valcepina ITA | 18 | 70 | 25.7% | 14 |
| 83 | Michalina Wawer POL | 18 | 157 | 11.5% | 17 |
| 84 | Mila Boivin CAN | 18 | 106 | 17.0% | 9 |
| 85 | Dohee Noh KOR | 17 | 211 | 8.1% | 19 |
| 86 | Yize Zang CHN | 17 | 97 | 17.5% | 8 |
| 87 | Yunseo Ji KOR | 17 | 91 | 18.7% | 15 |
| 88 | Birgit Radt NED | 16 | 85 | 18.8% | 13 |
| 89 | Carlotta Grossmann GER | 16 | 83 | 19.3% | 9 |
| 90 | Hyo Jin Kim AUS | 16 | 299 | 5.4% | 35 |
| 91 | Rikka Nakano JPN | 16 | 102 | 15.7% | 11 |
| 92 | Rikki Doak CAN | 16 | 25 | 64.0% | 5 |
| 93 | Barbara Somogyi HUN | 15 | 75 | 20.0% | 15 |
| 94 | Kexin Fan CHN | 15 | 65 | 23.1% | 13 |
| 95 | Rika Kanai JPN | 15 | 93 | 16.1% | 15 |
| 96 | Barbora Gakova CZE | 14 | 284 | 4.9% | 29 |
| 97 | Chien Hua Huang TPE | 14 | 171 | 8.2% | 17 |
| 98 | Jinzi Li CHN | 14 | 144 | 9.7% | 14 |
| 99 | Zsofia Konya HUN | 14 | 55 | 25.5% | 11 |
| 100 | Lisa-Victoria Ngo Mouaha FRA | 13 | 48 | 27.1% | 8 |
| 101 | Soyeon Lee KOR | 13 | 93 | 14.0% | 17 |
| 102 | Akemi Ishikawa JPN | 12 | 114 | 10.5% | 14 |
| 103 | Ami Hirai JPN | 12 | 281 | 4.3% | 24 |
| 104 | Flora Kiss-Gebora HUN | 12 | 84 | 14.3% | 8 |
| 105 | Mirthe Michielsen BEL | 12 | 228 | 5.3% | 26 |
| 106 | Raiana Manarbekova KAZ | 12 | 101 | 11.9% | 9 |
| 107 | Sara Luca Bacskai HUN | 12 | 303 | 4.0% | 29 |
| 108 | Ye Wang CHN | 12 | 35 | 34.3% | 7 |
| 109 | Alyssa Pok SGP | 11 | 159 | 6.9% | 17 |
| 110 | Anna Matveeva AIN | 11 | 126 | 8.7% | 9 |
| 111 | Berenice Comby FRA | 11 | 205 | 5.4% | 27 |
| 112 | Djoeke Schmitz NED | 11 | 153 | 7.2% | 14 |
| 113 | Katrin Manoilova BUL | 11 | 78 | 14.1% | 7 |
| 114 | Pauliina Klevstuen NOR | 11 | 182 | 6.0% | 19 |
| 115 | Sara Martinelli ITA | 11 | 78 | 14.1% | 7 |
| 116 | Diana Mykhalchuk UKR | 10 | 238 | 4.2% | 25 |
| 117 | Klara Zoschke GER | 10 | 85 | 11.8% | 13 |
| 118 | Luca Haltrich HUN | 10 | 147 | 6.8% | 15 |
| 119 | Mariia Khokhelko UKR | 10 | 103 | 9.7% | 13 |
| 120 | Sarasa Kinami JPN | 10 | 65 | 15.4% | 9 |
| 121 | Anastassiya Galechina KAZ | 9 | 97 | 9.3% | 11 |
| 122 | Chloe Cameron GBR | 9 | 177 | 5.1% | 21 |
| 123 | Kyung Eun Jang USA | 9 | 66 | 13.6% | 8 |
| 124 | Isabella Caicedo COL | 8 | 112 | 7.1% | 12 |
| 125 | Kierana Alexandra Laut INA | 8 | 56 | 14.3% | 8 |
| 126 | Luna-Marie Weber Lau DEN | 8 | 80 | 10.0% | 9 |
| 127 | Natalia Jarmoc POL | 8 | 69 | 11.6% | 9 |
| 128 | Sukhee Shim KOR | 8 | 97 | 8.2% | 8 |
| 129 | Suzanne Schulting NED | 8 | 28 | 28.6% | 2 |
| 130 | Ching Shun Nicole Law HKG | 7 | 56 | 12.5% | 6 |
| 131 | Hsiao-Ying Chung TPE | 7 | 84 | 8.3% | 10 |
| 132 | Ji Hyun Choi KOR | 7 | 43 | 16.3% | 5 |
| 133 | Lara Dziedzinova SVK | 7 | 70 | 10.0% | 7 |
| 134 | Michaela Poplova CZE | 7 | 75 | 9.3% | 8 |
| 135 | Myeongbi Jung GER | 7 | 112 | 6.3% | 16 |
| 136 | Paula Kuhnt Torzewski GER | 7 | 130 | 5.4% | 12 |
| 137 | Phoebe Staenz SUI | 7 | 280 | 2.5% | 30 |
| 138 | Dora Szigeti HUN | 6 | 42 | 14.3% | 3 |
| 139 | Guldana Zhalmukhan KAZ | 6 | 130 | 4.6% | 12 |
| 140 | Myroslava Seliukova UKR | 6 | 140 | 4.3% | 10 |
| 141 | Thanutchaya Chatthaisong THA | 6 | 243 | 2.5% | 27 |
| 142 | Elena Seregina AIN | 5 | 90 | 5.6% | 10 |
| 143 | Sara Merazzi ITA | 5 | 86 | 5.8% | 14 |
| 144 | Eline Lupke Tveter NOR | 4 | 56 | 7.1% | 6 |
| 145 | Jelka van Kranenburg NED | 4 | 56 | 7.1% | 8 |
| 146 | Kii Kurokawa JPN | 4 | 72 | 5.6% | 12 |
| 147 | Tamara Tokarova SVK | 4 | 267 | 1.5% | 30 |
| 148 | Derya Karadag TUR | 3 | 56 | 5.4% | 6 |
| 149 | Sofija Rodic SRB | 3 | 56 | 5.4% | 6 |
| 150 | Sofja Seleznova LAT | 3 | 65 | 4.6% | 6 |
| 151 | Alpysbay Nuriya KAZ | 2 | 78 | 2.6% | 12 |
| 152 | Anna Pnovska CZE | 2 | 70 | 2.9% | 7 |
| 153 | Eunice Lee USA | 2 | 41 | 4.9% | 4 |
| 154 | Lotta van Herck BEL | 2 | 56 | 3.6% | 6 |
| 155 | Xinran Wang CHN | 2 | 65 | 3.1% | 13 |
| 156 | Kamila Salmina LAT | 1 | 42 | 2.4% | 5 |
| 157 | Nina Trabucchi ITA | 1 | 38 | 2.6% | 4 |
| 158 | Diana Demochko UKR | 0 | 56 | 0.0% | 6 |
| 159 | Elodie Harding SUI | 0 | 51 | 0.0% | 5 |
| 160 | Haruna Nagamori JPN | 0 | 52 | 0.0% | 5 |
| 161 | Hedvig Hilde NOR | 0 | 75 | 0.0% | 8 |
| 162 | Josephine Stenback NOR | 0 | 56 | 0.0% | 6 |
| 163 | Julie Kiesgen LUX | 0 | 56 | 0.0% | 6 |
| 164 | Luna Campos Ortiz COL | 0 | 42 | 0.0% | 5 |
| 165 | Michelle Yi USA | 0 | 88 | 0.0% | 10 |
| 166 | Nisa Nur Fidan TUR | 0 | 56 | 0.0% | 6 |
| 167 | Nora Barta ROU | 0 | 56 | 0.0% | 6 |
| 168 | Roosmarijn Meinsma NED | 0 | 58 | 0.0% | 8 |
| 169 | Tonka Horvat CRO | 0 | 46 | 0.0% | 4 |
| 170 | Zeinep Kumarkan KAZ | 0 | 83 | 0.0% | 13 |
| 171 | Zoe Lai TPE | 0 | 74 | 0.0% | 8 |
complete lap sequences only · 1000 m and 1500 m from 2021/2022, 500 m from 2024/2025. Individual races only — relays carry no lap positions. Skaters with fewer than 20 laps in the season are left out.