Chose a season : 2026 | 2025 | 2024 | 2023
| Senior Men | Overall | Individual | VR | Sprint | U23 |
| Senior Women | Overall | Individual | VR | Sprint | U23 |
| Senior per Nation | Mixed Relay ranking (per nation) | World cup Nation Ranking |
| Youth | U20 Men | U20 Women | U18 Men | U18 Women |
| Youth per nation | Mixed relay | Overall |
| Rank | Name | Nation | Year | ISMF ID | Ranking | Rk pts |
| 1 | RAVINEL Margot | FRA | 2002 | 1959 | OVERALL | 100 |
| 2 | MURADA Giulia | ITA | 1998 | 1365 | OVERALL | 90 |
| 3 | MASCHERONA Katia | ITA | 2001 | 2032 | OVERALL | 81 |
| 4 | JAGERCIKOVA Marianna | SVK | 1985 | 1771 | OVERALL | 73 |
| 5 | PERILLAT-PESSEY Celia | FRA | 1997 | 1637 | OVERALL | 66 |
| 6 | COSTA DIEZ Maria | ESP | 2002 | 1779 | OVERALL | 60 |
| 7 | BONNEL Lena | FRA | 1996 | 1429 | OVERALL | 57 |
| 8 | COOK-CLARKE Emma | CAN | 1993 | 2412 | OVERALL | 54 |
| 9 | PALLER Tatjana | GER | 1995 | 2062 | OVERALL | 51 |
| 10 | GARCIA FARRES Marta | ESP | 1992 | 633 | OVERALL | 48 |
| 11 | ORDONEZ COBACHO Maria | ESP | 2003 | 1783 | OVERALL | 45 |
| 12 | JANUSZYK Iwona | POL | 1992 | 1743 | OVERALL | 43 |
| 13 | WALDAL Ida | NOR | 2004 | 2128 | OVERALL | 41 |
| 14 | GIBSON Anna | USA | 1999 | 3193 | OVERALL | 39 |
| 15 | SUOLANGQUZHEN | CHN | 2003 | 1909 | OVERALL | 37 |
| 16 | MARTI Deborah | SUI | 1995 | 1465 | OVERALL | 35 |
| 17 | DESEYN Thibe | SUI | 2003 | 1819 | OVERALL | 34 |
| 18 | DE SILVESTRO Alba | ITA | 1995 | 1215 | OVERALL | 33 |
| 19 | CULLY Rebeka | SVK | 1995 | 2602 | OVERALL | 32 |
| 20 | CUFER Ana | SLO | 1996 | 2569 | OVERALL | 31 |
| 21 | DUPONT Louna | FRA | 2002 | 2213 | OVERALL | 30 |
| 22 | UEDA Ayaka | JPN | 1993 | 2282 | OVERALL | 29 |
| 23 | SCHMID Alessandra | SUI | 1997 | 1822 | OVERALL | 28 |
| 24 | YOUNG Jessie | USA | 1983 | 1454 | OVERALL | 27 |
| 25 | CHMIELOWSKA Claudia | POL | 1998 | 2664 | OVERALL | 26 |
| 26 | THEOCHARIS Maria Dimitra | GRE | 1992 | 2161 | OVERALL | 25 |
| 27 | HAFEMAN Hali | USA | 1991 | 2500 | OVERALL | 24 |
| 28 | BIRKINSHAW McCall | USA | 2007 | 2374 | OVERALL | 23 |
| 29 | DESMOND Helen | USA | 2007 | 2417 | OVERALL | 22 |
| 30 | MATEJOVICOVA Eva | CZE | 2005 | 2425 | OVERALL | 21 |
| 31 | HAMILTON Lara | AUS | 1998 | 2647 | OVERALL | 20 |
| 32 | ALEXANDERSSON Tove | SWE | 1992 | 1982 | OVERALL | 19 |
| 33 | RUDY Gwen | USA | 1993 | 2498 | OVERALL | 18 |
| 34 | GARIBOVA Nazrin | AZE | 1998 | 2305 | OVERALL | 17 |
| 35 | TAKIZAWA Sora | JPN | 1997 | 2035 | OVERALL | 16 |
| 36 | ZVEZDIN Alexandra | CAN | 1998 | 2411 | OVERALL | 15 |
| 37 | GELFGREN Johanna | SWE | 1998 | 3201 | OVERALL | 14 |
| 38 | USUI Natsumi | JPN | 1998 | 2296 | OVERALL | 13 |
| 39 | TOTH kylee | CAN | 1984 | 2497 | OVERALL | 12 |
| 40 | TANAKA Yurie | JPN | 1989 | 2281 | OVERALL | 11 |
| 41 | MCCANN Ava | AUS | 2006 | 2493 | OVERALL | 10 |
| 42 | SCOTT Brooke | USA | 1993 | 2506 | OVERALL | 9 |
| 43 | PUMU ANI - | CHN | 2007 | 2250 | OVERALL | 8 |
| 44 | YU Jingxuan | CHN | 2003 | 1911 | OVERALL | 7 |
| 45 | COOKE Megan | GBR | 1992 | 2786 | OVERALL | 6 |
| 46 | LEYS Carson | USA | 2006 | 2379 | OVERALL | 5 |
| 47 | ANDERSEN Elise Hjelset | NOR | 2005 | 2174 | OVERALL | 4 |
| 48 | BOBOC Elena Beatrice | ROU | 2007 | 2470 | OVERALL | 3 |
| 49 | STEFANESCU Lara | ROU | 2006 | 2876 | OVERALL | 2 |
(c) ISMF 2024
