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 | BOSCACCI Silvia | ITA | 2006 | 2568 | OVERALL | 773 |
| 2 | BIRKINSHAW McCall | USA | 2007 | 2374 | OVERALL | 629 |
| 3 | DESMOND Helen | USA | 2007 | 2417 | OVERALL | 598 |
| 4 | BERTOLINA Melissa | ITA | 2006 | 2278 | OVERALL | 560 |
| 5 | GARRETA FARRUS Aina | ESP | 2006 | 2401 | OVERALL | 542 |
| 6 | VELEPEC Klara | SLO | 2006 | 2570 | OVERALL | 541 |
| 7 | ROCIAS SACREST Erola | ESP | 2006 | 2268 | OVERALL | 480 |
| 8 | LEYS Carson | USA | 2006 | 2379 | OVERALL | 479 |
| 9 | DESEYN Robine Ruth Bert | SUI | 2006 | 2287 | OVERALL | 434 |
| 10 | EURINGER Helena | GER | 2006 | 2327 | OVERALL | 429 |
| 11 | SUMMERMATTER Enya | SUI | 2007 | 2346 | OVERALL | 393 |
| 12 | JAQUET Lisa | SUI | 2007 | 2597 | OVERALL | 371 |
| 13 | ALBRECHT Emma | AUT | 2006 | 2227 | OVERALL | 317 |
| 14 | POLLINGER Lynn | SUI | 2006 | 2288 | OVERALL | 313 |
| 15 | BOGONEZ MARTIN Emma | ESP | 2007 | 2564 | OVERALL | 291 |
| 16 | MCCANN Ava | AUS | 2006 | 2493 | OVERALL | 208 |
| 17 | MARCA Vanessa | ITA | 2006 | 2277 | OVERALL | 199 |
| 18 | ANASTASOVA Marina | BUL | 2007 | 3113 | OVERALL | 176 |
| 19 | BOBOC Elena Beatrice | ROU | 2007 | 2470 | OVERALL | 123 |
| 20 | KLOKSET Ingfrid | NOR | 2006 | 2313 | OVERALL | 115 |
| 21 | DE ASPRER TENA Isabel | ESP | 2007 | 2831 | OVERALL | 108 |
| 22 | PETERSEN Sienna | USA | 2007 | 2371 | OVERALL | 107 |
| 23 | VANPE Maelie | FRA | 2007 | 3486 | OVERALL | 74 |
| 24 | KARTHIKEYAN Kaamya | IND | 2007 | 2761 | OVERALL | 66 |
| 25 | KUNOVA Julia | SVK | 2007 | 3489 | OVERALL | 35 |
(c) ISMF 2024
