Ruka 2025 Predictions

Introduction

Welcome to the first race of the season. In this post and more to follow, I will present the likely starting list for the weekend as well as race by race predictions for odds as well as expected points

Sources

Overall:

Canada

Czechia :

Finland:

France

Germany

Italy:

Norway

Sweden

Switzerland

USA

Predicted Points

Men

Skier Nation Race1_Points Race1_Probability Race2_Points Race2_Probability Race3_Points Race3_Probability Total_Points
Johannes Høsflot Klæbo Norway 79.90 1 91.99 1 77.92 1 249.81
Harald Østberg Amundsen Norway 65.16 1 57.72 1 71.08 1 193.96
Martin Løwstrøm Nyenget Norway 71.67 1 0 0 76.62 1 148.29
Iivo Niskanen Finland 66.21 1 34.87 1 41.47 1 142.55
Erik Valnes Norway 64.68 1 72.25 1 0 0 136.93
Federico Pellegrino Italy 48.28 1 39.89 1 42.09 1 130.25
Pål Golberg Norway 67.74 1 0 0 57.66 1 125.40
Simen Hegstad Krüger Norway 41.12 1 0 0 81.56 1 122.68
Antoine Cyr Canada 40.04 1 44.20 1 28.72 1 112.96
Calle Halfvarsson Sweden 50.06 1 40.91 0.85 18.78 0.52 109.75
Ben Ogden USA 44.26 1 58.95 1 6.45 0.63 109.66
Mika Vermeulen Austria 42.06 1 3.67 1 57.94 1 103.67
Friedrich Moch Germany 44.99 1 3.24 0.33 54.87 0.89 103.11
Emil Iversen Norway 33.86 1 31.34 1 35.22 1 100.42
Hugo Lapalus France 41.29 1 0.91 0.24 57.11 1 99.31
Gus Schumacher USA 22.72 1 29.81 1 46.57 1 99.10
Lauri Vuorinen Finland 30.48 1 54.46 1 7.50 1 92.44
William Poromaa Sweden 42.74 1 2.31 0.19 40.61 0.85 85.66
Jan Thomas Jenssen Norway 0 0 31.53 0.62 51.67 1 83.21
Richard Jouve France 17.31 1 52.63 1 11.53 0.63 81.47
Jules Chappaz France 23.63 1 31.93 1 23.37 1 78.93
Jules Lapierre France 20.88 1 1.56 0.39 49.33 1 71.77
Francesco De Fabiani Italy 23.08 1 29.94 1 18.01 1 71.02
Even Northug Norway 0 0 67.77 1 0 0 67.77
Jens Burman Sweden 45.92 1 0.87 0.12 16.03 0.31 62.82
Johan Häggström Sweden 0 0 50.23 1 10.62 1 60.85
Theo Schely France 29.43 1 21.84 1 7.83 0.38 59.10
Valerio Grond Switzerland 0 0 52.74 1 3.61 1 56.35
Håvard Solås Taugbøl Norway 0 0 55.43 1 0 0 55.43
Joni Mäki Finland 0 0 48.43 1 5.36 1 53.79
Zanden McMullen USA 14.95 1 16.00 0.65 17.78 1 48.73
Ristomatti Hakola Finland 25.57 1 19.14 1 0 0 44.71
Marcus Grate Sweden 0 0 44.43 1 0 1 44.43
Ville Ahonen Finland 22.77 1 21.15 1 0 0 43.92
Beda Klee Switzerland 36.01 1 0.64 0.09 4.76 0.15 41.41
Sivert Wiig Norway 0 0 40.57 1 0 0 40.57
Remi Lindholm Finland 17.29 1 0 0 22.94 1 40.23
Arsi Ruuskanen Finland 20.61 1 0 0 17.64 1 38.24
Edvin Anger Sweden 8.64 1 27.42 0.52 2.07 0.19 38.13
Thomas Hjalmar Westgård Ireland 18.03 1 2.29 1 16.30 1 36.62
Emil Liekari Finland 13.14 1 20.73 1 0 0 33.88
Juuso Haarala Finland 6.42 1 23.68 1 3.52 1 33.63
Niilo Moilanen Finland 0 0 33.46 1 0.15 0.46 33.60
Davide Graz Italy 6.19 1 8.56 0.46 17.33 0.76 32.08
Ondrej Cerny Czechia 0 0 31.02 1 0 1 31.02
Elia Barp Italy 14.92 1 13.33 0.76 2.31 0.17 30.55
Markus Vuorela Finland 19.73 1 0 0 10.27 1 29.99
Oskar Svensson Sweden 0 0 29.63 0.91 0 0.55 29.63
Jan Stoelben Germany 0 0 27.15 1 2.28 0.93 29.43
Irineu Esteve Altimiras Andorra 8.84 1 0.55 1 19.33 1 28.72
Cyril Fähndrich Switzerland 24.24 1 1.96 0.15 2.04 0.09 28.25
Albert Kuchler Germany 25.73 1 0.43 0.20 1.16 0.12 27.32
Florian Notz Germany 0 0 0.68 0.93 26.39 1 27.07
Remi Bourdin France 11.99 1 11.60 0.65 2.75 0.23 26.35
Janosch Brugger Germany 16.20 1 7.65 0.89 2.12 0.33 25.96
Zak Ketterson USA 7.31 1 16.55 1 1.31 0.23 25.17
Ludek Seller Czechia 0 0 22.99 1 0.21 1 23.20
Anian Sossau Germany 0 0 16.94 1 6.21 1 23.15
Simone Dapra Italy 11.30 1 1.16 0.28 8.77 0.46 21.23
Michael Hellweger Italy 0 0 15.46 1 4.76 1 20.22
Janik Riebli Switzerland 0 0 18.18 0.76 1.96 0.76 20.14
Xavier McKeever Canada 6.99 1 12.40 1 0.60 0.41 19.99
Emil Danielsson Sweden 0 0 18.84 0.55 0 0.91 18.84
Paolo Ventura Italy 12.04 1 0.08 0.17 4.94 0.28 17.05
Niko Anttola Finland 9.03 1 0 0 7.68 1 16.72
Lauri Mannila Finland 0.04 1 16.16 1 0 0 16.20
Wiljam Mattila Finland 0 0 15.10 1 0.03 0.28 15.13
Truls Gisselman Sweden 8.75 1 4.33 0.31 1.14 0.12 14.23
Hunter Wonders USA 9.70 1 0.71 0.24 3.76 0.38 14.17
Lucas Bögl Germany 8.01 1 0.32 0.12 5.35 0.54 13.68
Olivier Leveille Canada 5.94 1 1.17 0.41 5.86 1 12.96
Miha Simenc Slovenia 3.06 1 8.03 1 0 0.76 11.09
Jan-Friedrich Doerks Germany 9.23 1 0.78 0.54 0.97 0.20 10.98
Andreas Fjorden Ree Norway 10.20 1 0 0 0 1 10.20
Joe Davies Great Britain 0 1 0 0 9.13 1 9.13
Johnny Hagenbuch USA 0 1 0 0 8.70 1 8.70
Alvar Johannes Alev Estonia 1.13 1 0 1 6.20 1 7.33
Jiri Tuz Czechia 0.11 1 7.00 1 0 0.55 7.11
Adam Fellner Czechia 4.52 1 1.29 0.37 0.64 0.20 6.45
Martin Himma Estonia 0 1 6.30 1 0 1 6.30
Eero Rantala Finland 0 0 6.12 1 0 0.10 6.12
Miro Karppanen Finland 0 0 0 0 5.31 1 5.31
Måns Skoglund Sweden 0 0 5.20 0.34 0 0.34 5.20
Raimo Vigants Latvia 0 1 4.38 1 0 1 4.38
Max Hollmann Canada 1.40 1 0.77 0.67 1.88 0.67 4.05
Mathis Desloges France 3.22 1 0 0 0.75 0.14 3.97
Matyas Bauer Czechia 2.27 1 0.70 0.61 0 0.91 2.97
Miha Licef Slovenia 0 1 0 0.76 2.32 1 2.32
Lauris Kaparkalejs Latvia 0 1 1.88 1 0 1 1.88
Johan Ekberg Sweden 0 0 1.87 0.20 0 0.20 1.87
Ike Melnits Finland 0 0 1.71 1 0 0.17 1.71
Michael Earnhart USA 0.47 1 1.12 0.39 0 0.14 1.60
Alexander Ståhlberg Finland 1.49 1 0 0 0 0 1.49
Andrej Renda Slovakia 0 1 1.38 1 0 1 1.38
Mikayel Mikayelyan Armenia 0 1 1.17 0.76 0 0.76 1.17
Spartak Voskanyan Armenia 0 1 1.08 1 0 1 1.08
Veeti Pyykko Finland 0 0 0 0 0.55 1 0.55
OskarOpstad Vike Norway 0 0 0.43 0.38 0 1 0.43
Imanol ROJO GARCIA 0.04 1 0 0 0 0 0.04
Gustav Kvarnbrink Sweden 0.04 1 0 0 0 0 0.04
Juuso Varis Finland 0.04 1 0 0 0 0 0.04
Ralf Kivil Estonia 0.04 1 0 0 0 0 0.04
Yernar Nursbekov Kazakhstan 0.04 1 0 0 0 0 0.04
Sandijs Suhanovs Latvia 0.04 1 0 0 0 0 0.04
Bentley Walker-Broose Australia 0.04 1 0 0 0 1 0.04
Adam Büki Hungary 0.04 1 0 0 0 1 0.04
Henri Roos Estonia 0 1 0.01 0.75 0 0.75 0.01
Seve De Campo Australia 0 1 0 1 0 0.76 0
Tomas Dufek Czechia 0 1 0 0 0 0.33 0
Nail Bashmakov Kazakhstan 0 1 0 1 0 1 0
Simeon Deyanov Bulgaria 0 1 0 1 0 1 0
Dmytro Romanchenko Ukraine 0 1 0 0 0 0 0
Dmytro Drahun Ukraine 0 1 0 1 0 1 0
Vladislav Kovalyov Kazakhstan 0 1 0 0.75 0 0.75 0
Adam Konya Hungary 0 1 0 1 0 0.76 0
Olzhas Klimin Kazakhstan 0 1 0 1 0 1 0
Aleksi Parttimaa Finland 0 0 0 0 0 1 0

Ladies

Skier Nation Race1_Points Race1_Probability Race2_Points Race2_Probability Race3_Points Race3_Probability Total_Points
Jessie Diggins USA 57.19 1 50.18 1 90.48 1 197.85
Jonna Sundling Sweden 64.41 1 89.62 1 30.49 0.46 184.51
Therese Johaug Norway 85.30 1 0 0 91.56 1 176.86
Kerttu Niskanen Finland 72.01 1 42.70 1 61.73 1 176.43
Rosie Brennan USA 52.70 1 47.78 1 52.11 1 152.59
Krista Pärmäkoski Finland 59.66 1 42.48 1 45.65 1 147.79
Ebba Andersson Sweden 67.77 1 2.84 0.10 70.33 1 140.95
Johanna Matintalo Finland 54.15 1 48.08 1 33.62 1 135.86
Frida Karlsson Sweden 68.20 1 14.80 0.28 51.23 0.75 134.23
Heidi Weng Norway 61.17 1 0 0 69.04 1 130.20
Katharina Hennig Germany 61.71 1 29.85 0.75 37.37 0.75 128.92
Victoria Carl Germany 57.00 1 8.19 0.28 62.79 1 127.98
Linn Svahn Sweden 51.56 1 67.00 0.75 8.65 0.17 127.21
Teresa Stadlober Austria 60.44 1 10.15 1 54.97 1 125.56
Astrid Øyre Slind Norway 53.90 1 0 0 60.33 1 114.23
Lotta Udnes Weng Norway 34.26 1 27.94 1 39.11 1 101.30
Nadine Fähndrich Switzerland 0 0 63.19 1 30.33 1 93.53
Maja Dahlqvist Sweden 0 0 61.32 1 30.13 1 91.45
Laura Gimmler Germany 29.16 1 56.49 1 3.57 0.17 89.22
Delphine Claudel France 31.39 1 3.89 0.41 51.44 1 86.72
Emma Ribom Sweden 40.18 1 35.39 0.46 10.51 0.28 86.07
Tiril Udnes Weng Norway 43.82 1 40.13 1 0 0 83.95
Sophia Laukli USA 27.19 1 2.67 0.38 53.76 1 83.62
Kristin Austgulen Fosnæs Norway 26.39 1 22.41 1 33.84 1 82.64
Katerina Janatova Czechia 27.80 1 24.59 1 23.10 0.62 75.49
Anne Kyllönen Finland 21.07 1 34.19 1 17.70 1 72.97
Julia Kern USA 9.88 1 46.27 1 14.24 0.63 70.39
Silje Theodorsen Norway 30.32 1 0 0 38.64 1 68.96
Jasmi Joensuu Finland 25.82 1 42.86 1 0 0 68.68
Johanna Hagström Sweden 0 0 60.33 1 4.84 1 65.17
Flora Dolci France 10.50 1 3.80 0.67 49.68 1 63.99
Moa Ilar Sweden 0 0 26.56 1 36.89 1 63.45
Julie Myhre Norway 0 0 58.19 1 0 0 58.19
Caterina Ganz Italy 24.06 1 20.91 1 11.93 0.61 56.90
Eva Urevc Slovenia 13.67 1 24.41 1 18.55 1 56.63
Pia Fink Germany 31.85 1 3.24 0.17 17.60 0.46 52.69
Anna Svendsen Norway 0 0 50.33 1 0 0 50.33
Jasmin Kähärä Finland 2.75 1 29.92 1 13.45 1 46.11
Sofie Krehl Germany 0 0 21.07 1 24.89 1 45.97
Desiree Steiner Switzerland 9.72 1 29.71 1 5.58 0.37 45.00
Kathrine Stewart-Jones Canada 14.54 1 7.44 0.76 18.84 1 40.83
Ane Appelkvist Stenseth Norway 0 0 39.97 1 0 0 39.97
Coletta Rydzek Germany 15.06 1 21.81 0.46 2.03 0.10 38.90
Nicole Monsorno Italy 0 0 30.65 1 7.66 1 38.32
Anja Weber Switzerland 14.32 1 14.02 0.61 8.20 0.61 36.53
Nadja Kälin Switzerland 14.52 1 5.09 0.37 15.32 1 34.93
Lisa Lohmann Germany 0 0 18.73 1 15.38 1 34.11
Katherine Sauerbrey Germany 25.80 1 1.42 0.10 6.72 0.28 33.94
Francesca Franchi Italy 9.09 1 6.36 0.61 16.94 1 32.39
Hedda Østberg Amundsen Norway 0 0 31.97 1 0 0 31.97
Katri Lylynperä Finland 4.07 1 27.23 1 0 0 31.30
Melissa Gal France 4.39 1 16.98 1 6.25 0.41 27.63
Anni Alakoski Finland 1.71 1 16.14 1 9.35 1 27.21
Helen Hoffmann Germany 0 0 10.33 1 15.54 1 25.88
Juliette Ducordeau France 5.44 1 8.86 1 10.73 0.67 25.02
Eveliina Piippo Finland 0 0 0 0 24.01 1 24.01
Amanda Saari Finland 0 0 22.73 1 0 0 22.73
Barbora Antosova Czechia 0 0 14.30 1 6.67 1 20.97
Tiia Olkkonen Finland 0 0 20.91 1 0 0 20.91
Nora Sanness Norway 0 0 0 0 17.63 1 17.63
Liliane Gagnon Canada 0 1 9.27 1 7.96 0.76 17.23
Anna Comarella Italy 6.11 1 4.27 0.37 3.47 0.37 13.85
Anja Mandeljc Slovenia 0 1 4.15 0.76 8.29 0.76 12.44
Märta Rosenberg Sweden 7.07 1 4.15 0.17 1.16 0.10 12.38
Nora Kytäjä Finland 1.31 1 4.40 1 6.67 1 12.38
Sydney Palmer-Leger USA 2.30 1 1.01 0.23 5.93 0.38 9.25
Haley Brewster USA 3.78 1 2.26 0.63 3.01 0.23 9.05
Emmi Lämsä Finland 0 0 0 0 8.27 1 8.27
Oona Kettunen Finland 0.34 1 0 0 6.67 1 7.01
Fanny Kukonlehto Finland 0 0 0 0 6.49 1 6.49
Rosie Fordham Australia 2.07 1 0 0 4.29 1 6.36
Anastasiia Nikon Ukraine 0 1 3.90 1 1.15 1 5.05
Teesi Tuul Estonia 0 1 3.81 1 1.15 1 4.96
Vilma Nissinen Finland 0 1 0 0 4.72 1 4.72
Ella-Noora Haapalehto Finland 0 0 4.40 1 0 0 4.40
Darya Ryazhko Kazakhstan 0 1 2.89 1 0 1 2.89
Angelina Shuryga Kazakhstan 0 1 2.70 1 0 1 2.70
Kamila YELGAZINOVA 2.07 1 0 0 0 0 2.07
Yelizaveta Nopriienko Ukraine 2.07 1 0 0 0 0 2.07
Kitija Auzina Latvia 0 1 1.55 1 0 1 1.55
Alayna Sonnesyn USA 0 1 1.03 0.14 0.38 0.14 1.41
Nadezhda Stepashkina Kazakhstan 0 1 0.89 0.67 0 0.67 0.89
Barbora Havlickova Czechia 0 1 0 0 0.34 0.38 0.34
Elsa Torvinen Finland 0 1 0 0 0 0 0
Katya Galstyan Armenia 0 1 0 1 0 1 0
Viktoriya Olekh Ukraine 0 1 0 1 0 1 0
Kseniya Shalygina Kazakhstan 0 1 0 0.41 0 0.41 0

Race Odds

10km Classic

Men

Skier Nation Win_Prob Second_Prob Third_Prob Top3_Prob Top5_Prob Top10_Prob Top30_Prob Win_Decimal Top3_Decimal Top5_Decimal Top10_Decimal Top30_Decimal Win_American Top3_American Top5_American Top10_American Top30_American
Johannes Høsflot Klæbo Norway 20.9% 15.8% 11.7% 48.4% 63.9% 82.5% 93.9% 4.79 2.07 1.57 1.21 1.07 379 107 -177 -472 -1527
Erik Valnes Norway 10.5% 10.1% 9.3% 29.9% 46.4% 70.7% 90.0% 9.51 3.34 2.15 1.41 1.11 851 234 115 -241 -904
Martin Løwstrøm Nyenget Norway 10.1% 9.8% 9.1% 29.0% 45.4% 69.9% 92.9% 9.90 3.45 2.20 1.43 1.08 890 245 120 -232 -1316
Iivo Niskanen Finland 9.6% 9.4% 8.9% 27.9% 44.2% 68.9% 93.4% 10.42 3.59 2.26 1.45 1.07 942 259 126 -222 -1421
Harald Østberg Amundsen Norway 9.3% 9.2% 8.7% 27.2% 43.5% 68.3% 91.5% 10.73 3.67 2.30 1.46 1.09 973 267 130 -216 -1078
Pål Golberg Norway 7.1% 7.4% 7.4% 21.9% 37.2% 62.8% 90.8% 14.07 4.57 2.69 1.59 1.10 1307 357 169 -169 -982
Jens Burman Sweden 3.2% 3.6% 4.0% 10.8% 21.8% 45.5% 85.6% 31.60 9.27 4.58 2.20 1.17 3060 827 358 120 -593
Calle Halfvarsson Sweden 3.0% 3.4% 3.8% 10.2% 20.9% 44.2% 82.3% 33.52 9.79 4.78 2.26 1.22 3252 879 378 126 -464
Simen Hegstad Krüger Norway 2.8% 3.2% 3.6% 9.6% 20.0% 42.8% 84.5% 35.84 10.41 5.01 2.34 1.18 3484 941 401 134 -546
Antoine Cyr Canada 2.3% 2.6% 3.0% 7.9% 17.1% 38.6% 76.3% 44.08 12.62 5.84 2.59 1.31 4308 1162 484 159 -322
Federico Pellegrino Italy 2.0% 2.3% 2.7% 6.9% 15.4% 35.8% 81.6% 50.74 14.40 6.50 2.79 1.23 4974 1340 550 179 -443
Friedrich Moch Germany 1.8% 2.1% 2.4% 6.2% 14.0% 33.5% 80.5% 57.14 16.12 7.12 2.98 1.24 5614 1512 612 198 -413
Mika Vermeulen Austria 1.7% 2.0% 2.3% 6.0% 13.7% 32.8% 79.6% 59.28 16.69 7.32 3.05 1.26 5828 1569 632 205 -390
Hugo Lapalus France 1.7% 2.0% 2.4% 6.2% 14.0% 33.4% 84.5% 57.58 16.24 7.16 3 1.18 5658 1524 616 200 -547
Beda Klee Switzerland 1.1% 1.3% 1.6% 4.1% 9.9% 25.8% 73.9% 88.58 24.55 10.07 3.87 1.35 8758 2355 907 287 -282
William Poromaa Sweden 0.9% 1.1% 1.3% 3.3% 8.3% 22.5% 74.6% 110.04 30.30 12 4.44 1.34 10904 2930 1100 344 -294
Thomas Hjalmar Westgård Ireland 0.9% 1.1% 1.3% 3.3% 8.4% 22.6% 77.1% 109.28 30.10 11.94 4.42 1.30 10828 2910 1094 342 -337
Ben Ogden USA 0.8% 1.0% 1.2% 3.0% 7.8% 21.3% 60.2% 119.54 32.85 12.85 4.69 1.66 11854 3185 1185 369 -151
Gus Schumacher USA 0.8% 1.0% 1.2% 3.0% 7.8% 21.3% 68.4% 119.67 32.88 12.86 4.69 1.46 11867 3188 1186 369 -217
Jules Chappaz France 0.6% 0.7% 0.9% 2.2% 5.8% 16.9% 57.2% 169.10 46.14 17.13 5.93 1.75 16810 4514 1613 493 -134
Lauri Vuorinen Finland 0.6% 0.8% 0.9% 2.3% 6.1% 17.5% 54.7% 160.41 43.81 16.39 5.72 1.83 15941 4281 1539 472 -121
Theo Schely France 0.6% 0.7% 0.8% 2.1% 5.7% 16.6% 64.5% 172.41 47.02 17.41 6.01 1.55 17141 4602 1641 501 -182
Andreas Fjorden Ree Norway 0.6% 0.7% 0.9% 2.2% 5.9% 17.1% 66.1% 165.32 45.12 16.81 5.84 1.51 16432 4412 1581 484 -195
Arsi Ruuskanen Finland 0.6% 0.7% 0.8% 2.0% 5.5% 16.1% 63.7% 180.95 49.32 18.14 6.22 1.57 17995 4832 1714 522 -175
Albert Kuchler Germany 0.6% 0.7% 0.9% 2.2% 5.9% 17.0% 68.4% 166.46 45.43 16.91 5.87 1.46 16546 4443 1591 487 -217
Edvin Anger Sweden 0.5% 0.7% 0.8% 2.0% 5.5% 16.0% 54.3% 183.02 49.87 18.31 6.27 1.84 18202 4887 1731 527 -119
Richard Jouve France 0.5% 0.6% 0.7% 1.8% 5.1% 15.0% 52.8% 199.11 54.18 19.66 6.65 1.89 19811 5318 1866 565 -112
Cyril Fähndrich Switzerland 0.5% 0.6% 0.8% 2.0% 5.4% 15.7% 64.9% 186.65 50.84 18.61 6.36 1.54 18565 4984 1761 536 -184
Janosch Brugger Germany 0.5% 0.6% 0.7% 1.8% 4.9% 14.6% 63.2% 207 56.30 20.31 6.84 1.58 20600 5530 1931 584 -171
Emil Iversen Norway 0.4% 0.4% 0.5% 1.3% 3.8% 11.6% 56.8% 283.29 76.75 26.51 8.59 1.76 28229 7575 2551 759 -132
Ville Ahonen Finland 0.4% 0.5% 0.5% 1.4% 3.9% 12.1% 52.7% 269.73 73.12 25.43 8.28 1.90 26873 7212 2443 728 -112
Zanden McMullen USA 0.3% 0.3% 0.4% 1.0% 3.0% 9.4% 47.4% 376.28 101.68 33.82 10.61 2.11 37528 10068 3282 961 111
Elia Barp Italy 0.2% 0.2% 0.3% 0.7% 2.2% 7.3% 44.6% 529.08 142.65 45.39 13.76 2.24 52808 14165 4439 1276 124
Ristomatti Hakola Finland 0.2% 0.3% 0.3% 0.9% 2.6% 8.5% 52.0% 429.96 116.08 37.94 11.74 1.92 42896 11508 3694 1074 -108
Markus Vuorela Finland 0.2% 0.2% 0.3% 0.6% 2.1% 6.8% 43.2% 572.81 154.38 48.63 14.63 2.32 57181 15338 4763 1363 132
Xavier McKeever Canada 0.2% 0.2% 0.2% 0.6% 2.0% 6.6% 41.6% 603.72 162.67 50.90 15.24 2.41 60272 16167 4990 1424 141
Mathis Desloges France 0.2% 0.3% 0.3% 0.8% 2.6% 8.3% 49.3% 444.84 120.07 39.07 12.05 2.03 44384 11907 3807 1105 103
Jules Lapierre France 0.1% 0.1% 0.1% 0.3% 1.1% 4.0% 33.0% 1146.26 308.13 89.02 25.27 3.03 114526 30713 8802 2427 203
Francesco De Fabiani Italy 0.1% 0.1% 0.1% 0.2% 0.7% 2.7% 26.3% 1858.26 499.02 135.97 37.26 3.80 185726 49802 13497 3626 280
Remi Lindholm Finland 0.1% 0.1% 0.2% 0.5% 1.5% 5.2% 38.0% 817.54 219.99 66.26 19.32 2.63 81654 21899 6526 1832 163
Lucas Bögl Germany 0.1% 0.1% 0.2% 0.4% 1.4% 4.9% 37.1% 884.04 237.82 70.94 20.56 2.70 88304 23682 6994 1956 170
Zak Ketterson USA 0.1% 0.2% 0.2% 0.5% 1.8% 6.0% 36.5% 679.97 183.11 56.44 16.72 2.74 67897 18211 5544 1572 174
Remi Bourdin France 0.1% 0.1% 0.2% 0.4% 1.4% 5.0% 37.1% 858.15 230.88 69.12 20.08 2.69 85715 22988 6812 1908 169
Irineu Esteve Altimiras Andorra 0.1% 0.2% 0.2% 0.5% 1.7% 5.6% 41.6% 737.72 198.59 60.59 17.82 2.41 73672 19759 5959 1682 141
Tomas Dufek Czechia 0.1% 0.1% 0.1% 0.2% 0.7% 2.7% 26.4% 1865.34 500.92 136.42 37.37 3.79 186434 49992 13542 3637 279
Alvar Johannes Alev Estonia 0.1% 0.1% 0.1% 0.3% 0.9% 3.4% 30.0% 1397.73 375.55 105.91 29.62 3.33 139673 37455 10491 2862 233
Juuso Haarala Finland 0.1% 0.1% 0.1% 0.3% 1.0% 3.4% 26.5% 1386.47 372.53 105.16 29.43 3.77 138547 37153 10416 2843 277
Martin Himma Estonia 0.1% 0.1% 0.2% 0.4% 1.4% 4.8% 35.6% 910.56 244.93 72.79 21.04 2.81 90956 24393 7179 2004 181
Niko Anttola Finland 0.1% 0.1% 0.1% 0.3% 1.1% 3.8% 31.9% 1223.02 328.71 94.21 26.61 3.13 122202 32771 9321 2561 213
Truls Gisselman Sweden 0.1% 0.1% 0.1% 0.2% 0.8% 3.0% 26.9% 1595.56 428.59 118.94 32.94 3.72 159456 42759 11794 3194 272
Matyas Bauer Czechia 0.1% 0.1% 0.1% 0.2% 0.8% 3.1% 30.0% 1583.71 425.41 118.17 32.75 3.33 158271 42441 11717 3175 233
Hunter Wonders USA 0.1% 0.1% 0.1% 0.2% 0.8% 2.9% 28.8% 1678 450.69 124.32 34.31 3.47 167700 44969 12332 3331 247
Johan Häggström Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Jan Thomas Jenssen Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Even Northug Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Håvard Solås Taugbøl Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Valerio Grond Switzerland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Joni Mäki Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Janik Riebli Switzerland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Simone Dapra Italy 0.0% 0.0% 0.0% 0.1% 0.4% 1.5% 17.8% 3655.28 980.83 246.55 64.60 5.61 365428 97983 24555 6360 461
Marcus Grate Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Oskar Svensson Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Davide Graz Italy 0.0% 0.0% 0.0% 0.0% 0.2% 0.8% 10.1% 7744.25 2077.13 477.98 119.66 9.88 774325 207613 47698 11866 888
Florian Notz Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Niilo Moilanen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Sivert Wiig Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Michael Hellweger Italy 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Emil Danielsson Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Paolo Ventura Italy 0.0% 0.1% 0.1% 0.2% 0.6% 2.2% 22.9% 2327.11 624.73 165.69 44.71 4.37 232611 62373 16469 4371 337
Anian Sossau Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Imanol ROJO GARCIA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Seve De Campo Australia 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 7.2% 16530.92 4432.95 933.64 223.74 13.88 1652992 443195 93264 22274 1288
Jiri Tuz Czechia 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 14.4% 5601.86 1502.73 359.19 91.67 6.93 560086 150173 35819 9067 593
Ike Melnits Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Henri Roos Estonia 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 16.1% 5473.56 1468.33 351.93 89.95 6.19 547256 146733 35093 8895 519
Nail Bashmakov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 7.7% 15746.20 4222.56 894.39 214.92 13.01 1574520 422156 89339 21392 1201
Michael Earnhart USA 0.0% 0.0% 0.0% 0.1% 0.3% 1.2% 17.1% 4783.52 1283.32 312.50 80.53 5.84 478252 128232 31150 7953 484
Miha Licef Slovenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 6.7% 21119.20 5663.12 1159.21 273.98 15.01 2111820 566212 115821 27298 1401
Måns Skoglund Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Emil Liekari Finland 0.0% 0.0% 0.0% 0.1% 0.4% 1.4% 14.2% 4274.13 1146.75 282.97 73.43 7.07 427313 114575 28197 7243 607
Miha Simenc Slovenia 0.0% 0.0% 0.0% 0.1% 0.3% 1.0% 11.6% 6218.57 1668.08 393.85 99.89 8.60 621757 166708 39285 9889 760
Mikayel Mikayelyan Armenia 0.0% 0.0% 0.0% 0.0% 0.2% 0.6% 9.9% 11191.59 3001.41 661.56 162.10 10.07 1119059 300041 66056 16110 907
Simeon Deyanov Bulgaria 0.0% 0.0% 0.0% 0.0% 0.2% 0.6% 11.6% 10559.23 2831.86 628.44 154.51 8.65 1055823 283086 62744 15351 765
Ludek Seller Czechia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Johnny Hagenbuch USA 0.0% 0.0% 0.0% 0.1% 0.4% 1.5% 18.2% 3789.41 1016.79 254.50 66.54 5.50 378841 101579 25350 6554 450
Gustav Kvarnbrink Sweden 0.0% 0.1% 0.1% 0.2% 0.6% 2.3% 23.7% 2288.99 614.51 163.30 44.11 4.23 228799 61351 16230 4311 323
Alexander Ståhlberg Finland 0.0% 0.0% 0.1% 0.1% 0.6% 2.1% 22.0% 2573.48 690.78 181.02 48.52 4.54 257248 68978 18002 4752 354
Juuso Varis Finland 0.0% 0.0% 0.0% 0.1% 0.5% 1.7% 19.7% 3204.29 859.91 219.55 58.01 5.09 320329 85891 21855 5701 409
Ralf Kivil Estonia 0.0% 0.0% 0.0% 0.1% 0.3% 1.2% 15.0% 5131.94 1376.74 332.48 85.31 6.69 513094 137574 33148 8431 569
Yernar Nursbekov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 9.9% 10058.35 2697.57 602.05 148.43 10.12 1005735 269657 60105 14743 912
Sandijs Suhanovs Latvia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 5.6% 24125.35 6469.11 1303.85 305.88 17.84 2412435 646811 130285 30488 1684
Dmytro Romanchenko Ukraine 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 5.7% 23985.41 6431.59 1297.16 304.41 17.68 2398441 643059 129616 30341 1668
Dmytro Drahun Ukraine 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 6.1% 22371.17 5998.79 1219.72 287.36 16.35 2237017 599779 121872 28636 1535
Spartak Voskanyan Armenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 5.7% 30331.92 8133.17 1596.19 369.72 17.69 3033092 813217 159519 36872 1669
Andrej Renda Slovakia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 6.3% 23873.51 6401.59 1291.81 303.24 15.86 2387251 640059 129081 30224 1486
Bentley Walker-Broose Australia 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 6.7% 18431.67 4942.57 1027.87 244.81 14.94 1843067 494157 102687 24381 1394
Adam Büki Hungary 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 5.4% 25804.83 6919.40 1383.73 323.41 18.66 2580383 691840 138273 32241 1766
Vladislav Kovalyov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.0% 0.2% 4.1% 49640.57 13310.06 2466.96 556.09 24.13 4963957 1330906 246596 55509 2313
Adam Konya Hungary 0.0% 0.0% 0.0% 0.0% 0.0% 0.2% 3.5% 58424 15665.01 2849.07 636.50 28.51 5842300 1566401 284807 63550 2751
Miro Karppanen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Olzhas Klimin Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 4.8% 29372.07 7875.82 1551.47 360.01 20.87 2937107 787482 155047 35901 1987
Lauris Kaparkalejs Latvia 0.0% 0.0% 0.0% 0.0% 0.1% 0.2% 5.3% 36756.15 9855.59 1891.54 433.50 18.77 3675515 985459 189054 43250 1777
Jan Stoelben Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Eero Rantala Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Adam Fellner Czechia 0.0% 0.0% 0.0% 0.1% 0.4% 1.5% 18.1% 3652.85 980.18 246.40 64.57 5.53 365185 97918 24540 6357 453
Wiljam Mattila Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Olivier Leveille Canada 0.0% 0.0% 0.0% 0.0% 0.2% 0.8% 11.9% 8514.62 2283.68 519.70 129.38 8.40 851362 228268 51870 12838 740
Jan-Friedrich Doerks Germany 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 9.9% 10264.25 2752.77 612.92 150.94 10.11 1026325 275177 61192 14994 911
Raimo Vigants Latvia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 5.4% 29639.70 7947.58 1563.96 362.72 18.46 2963870 794658 156296 36172 1746
OskarOpstad Vike Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Ondrej Cerny Czechia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Max Hollmann Canada 0.0% 0.0% 0.1% 0.1% 0.6% 2.1% 23.9% 2543.43 682.73 179.16 48.06 4.18 254243 68173 17816 4706 318
Joe Davies Great Britain 0.0% 0.0% 0.0% 0.1% 0.5% 1.7% 19.6% 3226.21 865.79 220.87 58.34 5.11 322521 86479 21987 5734 411
Lauri Mannila Finland 0.0% 0.0% 0.0% 0.1% 0.3% 1.0% 11.7% 6226.05 1670.08 394.27 99.99 8.55 622505 166908 39327 9899 755
Johan Ekberg Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Aleksi Parttimaa Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Veeti Pyykko Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0

Ladies

Skier Nation Win_Prob Second_Prob Third_Prob Top3_Prob Top5_Prob Top10_Prob Top30_Prob Win_Decimal Top3_Decimal Top5_Decimal Top10_Decimal Top30_Decimal Win_American Top3_American Top5_American Top10_American Top30_American
Therese Johaug Norway 18.5% 16.1% 13.6% 48.2% 52.2% 77.8% 97.6% 5.40 2.07 1.91 1.29 1.02 440 107 -109 -350 -4069
Frida Karlsson Sweden 11.5% 11.0% 10.2% 32.7% 40.2% 69.2% 95.2% 8.71 3.06 2.49 1.44 1.05 771 206 149 -225 -1964
Katharina Hennig Germany 8.9% 8.7% 8.5% 26.1% 34.1% 64.1% 90.4% 11.30 3.83 2.93 1.56 1.11 1030 283 193 -178 -941
Ebba Andersson Sweden 8.4% 8.4% 8.2% 25.0% 33.0% 63.0% 93.2% 11.88 4 3.03 1.59 1.07 1088 300 203 -170 -1379
Heidi Weng Norway 6.7% 6.8% 6.9% 20.3% 28.2% 58.2% 92.4% 14.97 4.92 3.54 1.72 1.08 1397 392 254 -139 -1213
Kerttu Niskanen Finland 5.2% 5.4% 5.6% 16.2% 23.6% 52.8% 87.1% 19.17 6.16 4.23 1.89 1.15 1817 516 323 -112 -675
Teresa Stadlober Austria 5.1% 5.3% 5.5% 15.9% 23.2% 52.3% 86.3% 19.63 6.30 4.31 1.91 1.16 1863 530 331 -110 -628
Rosie Brennan USA 4.5% 4.7% 4.9% 14.1% 21.1% 49.6% 89.3% 22.27 7.08 4.73 2.02 1.12 2127 608 373 102 -837
Jessie Diggins USA 4.2% 4.5% 4.7% 13.4% 20.2% 48.3% 93.7% 23.55 7.46 4.94 2.07 1.07 2255 646 394 107 -1490
Krista Pärmäkoski Finland 4.1% 4.4% 4.6% 13.1% 19.9% 47.8% 86.2% 24.10 7.63 5.03 2.09 1.16 2310 663 403 109 -622
Astrid Øyre Slind Norway 3.2% 3.5% 3.7% 10.4% 16.4% 42.6% 90.6% 30.78 9.61 6.09 2.35 1.10 2978 861 509 135 -964
Victoria Carl Germany 2.8% 3.0% 3.2% 9.0% 14.5% 39.4% 88.5% 35.84 11.10 6.88 2.54 1.13 3484 1010 588 154 -769
Jonna Sundling Sweden 2.7% 2.9% 3.2% 8.8% 14.3% 39.0% 93.6% 36.63 11.34 7.01 2.56 1.07 3563 1034 601 156 -1475
Linn Svahn Sweden 2.5% 2.7% 2.9% 8.1% 13.3% 37.3% 93.0% 39.82 12.28 7.50 2.68 1.08 3882 1128 650 168 -1329
Emma Ribom Sweden 1.4% 1.5% 1.7% 4.5% 8.0% 26.2% 87.8% 72.99 22.11 12.55 3.82 1.14 7199 2111 1155 282 -719
Johanna Matintalo Finland 1.3% 1.4% 1.6% 4.2% 7.5% 25.1% 76.7% 78.09 23.62 13.31 3.99 1.30 7709 2262 1231 299 -329
Lotta Udnes Weng Norway 1.0% 1.1% 1.3% 3.4% 6.2% 21.8% 75.5% 96.68 29.12 16.06 4.59 1.32 9568 2812 1506 359 -309
Jasmi Joensuu Finland 0.8% 0.9% 1.0% 2.8% 5.2% 19.0% 78.0% 117.97 35.43 19.16 5.25 1.28 11697 3443 1816 425 -354
Laura Gimmler Germany 0.7% 0.8% 0.9% 2.3% 4.3% 16.5% 76.6% 145.02 43.44 23.06 6.07 1.31 14402 4244 2206 507 -327
Kristin Austgulen Fosnæs Norway 0.6% 0.7% 0.8% 2.1% 4.0% 15.5% 69.9% 158.78 47.51 25.03 6.47 1.43 15778 4651 2403 547 -232
Pia Fink Germany 0.6% 0.6% 0.7% 1.9% 3.7% 14.5% 67.9% 173.87 51.98 27.17 6.91 1.47 17287 5098 2617 591 -211
Katherine Sauerbrey Germany 0.6% 0.6% 0.7% 1.9% 3.7% 14.6% 62.3% 172.02 51.44 26.91 6.86 1.61 17102 5044 2591 586 -165
Tiril Udnes Weng Norway 0.5% 0.5% 0.6% 1.6% 3.2% 12.9% 64.6% 203.96 60.89 31.41 7.77 1.55 20296 5989 3041 677 -182
Katerina Janatova Czechia 0.4% 0.4% 0.4% 1.2% 2.3% 10.0% 68.2% 285.43 85.02 42.70 10 1.47 28443 8402 4170 900 -214
Anne Kyllönen Finland 0.4% 0.5% 0.5% 1.4% 2.7% 11.3% 55.8% 241.52 72.02 36.64 8.81 1.79 24052 7102 3564 781 -126
Caterina Ganz Italy 0.3% 0.3% 0.4% 1.0% 2.0% 8.6% 51.9% 345.60 102.84 50.91 11.59 1.93 34460 10184 4991 1059 -108
Silje Theodorsen Norway 0.3% 0.3% 0.3% 0.9% 1.9% 8.4% 59.4% 359.95 107.09 52.86 11.96 1.68 35895 10609 5186 1096 -147
Delphine Claudel France 0.2% 0.2% 0.2% 0.5% 1.1% 5.3% 55.3% 646.03 191.81 90.80 19 1.81 64503 19081 8980 1800 -124
Sophia Laukli USA 0.2% 0.2% 0.2% 0.5% 1.1% 5.3% 58.7% 644.19 191.27 90.56 18.96 1.70 64319 19027 8956 1796 -142
Jasmin Kähärä Finland 0.2% 0.2% 0.2% 0.6% 1.3% 6.2% 63.7% 530.17 157.50 75.60 16.23 1.57 52917 15650 7460 1523 -175
Katri Lylynperä Finland 0.2% 0.2% 0.2% 0.5% 1.2% 5.5% 48.9% 615.88 182.88 86.86 18.29 2.04 61488 18188 8586 1729 104
Anja Weber Switzerland 0.2% 0.2% 0.3% 0.7% 1.5% 6.8% 49.5% 466.93 138.77 67.21 14.67 2.02 46593 13777 6621 1367 102
Märta Rosenberg Sweden 0.2% 0.3% 0.3% 0.8% 1.7% 7.5% 51.6% 414.24 123.17 60.17 13.35 1.94 41324 12217 5917 1235 -106
Vilma Nissinen Finland 0.2% 0.2% 0.2% 0.5% 1.1% 5.3% 41.9% 645.78 191.74 90.77 19 2.39 64478 19074 8977 1800 139
Flora Dolci France 0.1% 0.1% 0.1% 0.2% 0.5% 2.6% 49.3% 1561.09 462.81 206.51 39.03 2.03 156009 46181 20551 3803 103
Coletta Rydzek Germany 0.1% 0.2% 0.2% 0.5% 1.1% 5.1% 60.9% 667.39 198.14 93.59 19.51 1.64 66639 19714 9259 1851 -156
Kathrine Stewart-Jones Canada 0.1% 0.1% 0.1% 0.4% 0.8% 4.1% 30.8% 886.39 263 121.84 24.54 3.25 88539 26200 12084 2354 225
Melissa Gal France 0.1% 0.1% 0.2% 0.4% 0.9% 4.4% 41.4% 805.71 239.10 111.49 22.71 2.42 80471 23810 11049 2171 142
Nadja Kälin Switzerland 0.1% 0.1% 0.2% 0.4% 0.9% 4.3% 39.3% 826.19 245.17 114.12 23.18 2.55 82519 24417 11312 2218 155
Anna Comarella Italy 0.1% 0.1% 0.1% 0.4% 0.8% 3.9% 31.6% 940.93 279.15 128.80 25.76 3.16 93993 27815 12780 2476 216
Barbora Havlickova Czechia 0.1% 0.1% 0.1% 0.2% 0.5% 2.4% 23.0% 1655.94 490.90 218.21 40.98 4.35 165494 48990 21721 3998 335
Nora Kytäjä Finland 0.1% 0.1% 0.1% 0.2% 0.5% 2.4% 25.9% 1656.22 490.99 218.24 40.98 3.86 165522 48999 21724 3998 286
Anni Alakoski Finland 0.1% 0.1% 0.1% 0.2% 0.5% 2.9% 31.7% 1367.97 405.62 182.57 35 3.16 136697 40462 18157 3400 216
Moa Ilar Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Maja Dahlqvist Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Nadine Fähndrich Switzerland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Julia Kern USA 0.0% 0.0% 0.0% 0.1% 0.3% 1.5% 41.7% 3095.31 917.17 391.57 68.92 2.40 309431 91617 39057 6792 140
Johanna Hagström Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Hedda Østberg Amundsen Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Lisa Lohmann Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Desiree Steiner Switzerland 0.0% 0.1% 0.1% 0.2% 0.4% 2.0% 37.5% 2057.88 609.94 267.32 49.06 2.67 205688 60894 26632 4806 167
Ane Appelkvist Stenseth Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Sofie Krehl Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Anna Svendsen Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Tiia Olkkonen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Julie Myhre Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Nora Sanness Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Juliette Ducordeau France 0.0% 0.0% 0.0% 0.1% 0.3% 1.7% 23.5% 2611.16 773.79 333.97 59.81 4.26 261016 77279 33297 5881 326
Amanda Saari Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Barbora Antosova Czechia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Kamila YELGAZINOVA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Helen Hoffmann Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Nicole Monsorno Italy 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Emmi Lämsä Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Oona Kettunen Finland 0.0% 0.0% 0.1% 0.1% 0.3% 1.8% 22.3% 2347.77 695.79 302.36 54.74 4.48 234677 69479 30136 5374 348
Elsa Torvinen Finland 0.0% 0.0% 0.0% 0.1% 0.2% 1.4% 17.9% 3239.09 959.75 408.56 71.58 5.60 323809 95875 40756 7058 460
Anja Mandeljc Slovenia 0.0% 0.0% 0.1% 0.1% 0.3% 1.9% 22.2% 2288.31 678.18 295.20 53.58 4.51 228731 67718 29420 5258 351
Liliane Gagnon Canada 0.0% 0.0% 0.0% 0.1% 0.3% 1.7% 22.1% 2532.07 750.37 324.50 58.29 4.52 253107 74937 32350 5729 352
Haley Brewster USA 0.0% 0.0% 0.0% 0.1% 0.2% 1.2% 16.9% 4006.52 1187.03 498.52 85.52 5.91 400552 118603 49752 8452 491
Yelizaveta Nopriienko Ukraine 0.0% 0.0% 0.0% 0.1% 0.1% 0.8% 12.4% 6377.49 1889.20 770.41 126.31 8.05 637649 188820 76941 12531 705
Sydney Palmer-Leger USA 0.0% 0.0% 0.0% 0.1% 0.2% 1.3% 16.3% 3460.87 1025.43 434.68 75.66 6.12 345987 102443 43368 7466 512
Katya Galstyan Armenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 6.2% 12534.34 3712.56 1451.03 223.11 16.24 1253334 371156 145003 22211 1524
Rosie Fordham Australia 0.0% 0.0% 0.0% 0.1% 0.3% 1.4% 15.8% 3128.22 926.92 395.46 69.53 6.31 312722 92592 39446 6853 531
Angelina Shuryga Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 7.5% 9655.53 2859.99 1136.25 179.06 13.34 965453 285899 113525 17806 1234
Teesi Tuul Estonia 0.0% 0.0% 0.0% 0.1% 0.2% 1.4% 15.0% 3239.65 959.92 408.63 71.59 6.67 323865 95892 40763 7059 567
Darya Ryazhko Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 6.6% 9325.07 2762.13 1099.78 173.88 15.12 932407 276113 109878 17288 1412
Eva Urevc Slovenia 0.0% 0.0% 0.0% 0.1% 0.3% 1.7% 27.8% 2639.54 782.20 337.37 60.35 3.60 263854 78120 33637 5935 260
Francesca Franchi Italy 0.0% 0.0% 0.0% 0.1% 0.3% 1.6% 24.0% 2795.33 828.33 355.95 63.30 4.17 279433 82733 35495 6230 317
Viktoriya Olekh Ukraine 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 4.7% 14604.46 4325.63 1674.53 253.82 21.07 1460346 432463 167353 25282 2007
Eveliina Piippo Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Fanny Kukonlehto Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Kseniya Shalygina Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 5.2% 13003.16 3851.40 1501.83 230.13 19.09 1300216 385040 150083 22913 1809
Alayna Sonnesyn USA 0.0% 0.0% 0.0% 0.1% 0.2% 1.0% 15.1% 4669.31 1383.32 575.34 97.22 6.63 466831 138232 57434 9622 563
Nadezhda Stepashkina Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 4.3% 17029.59 5043.84 1933.89 288.95 23.20 1702859 504284 193289 28795 2220
Anastasiia Nikon Ukraine 0.0% 0.0% 0.0% 0.1% 0.2% 1.1% 11.2% 4550.48 1348.13 561.62 95.14 8.96 454948 134713 56062 9414 796
Kitija Auzina Latvia 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 5.9% 9311.82 2758.21 1098.31 173.68 17.07 931082 275721 109731 17268 1607
Ella-Noora Haapalehto Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0

Sprint Classic

Men

Skier Nation Win_Prob Second_Prob Third_Prob Top3_Prob Top5_Prob Top10_Prob Top30_Prob Win_Decimal Top3_Decimal Top5_Decimal Top10_Decimal Top30_Decimal Win_American Top3_American Top5_American Top10_American Top30_American
Johannes Høsflot Klæbo Norway 36.6% 17.7% 9.6% 63.8% 83.8% 91.3% 99.3% 2.73 1.57 1.19 1.09 1.01 173 -176 -516 -1054 -14221
Erik Valnes Norway 19.7% 17.2% 12.8% 49.7% 67.9% 82.5% 98.4% 5.09 2.01 1.47 1.21 1.02 409 101 -212 -471 -6024
Even Northug Norway 5.2% 7.2% 7.9% 20.3% 34.5% 57.3% 94.0% 19.30 4.93 2.90 1.75 1.06 1830 393 190 -134 -1577
Lauri Vuorinen Finland 4.8% 6.7% 7.5% 19.1% 33.0% 55.7% 93.6% 20.80 5.24 3.03 1.79 1.07 1980 424 203 -126 -1474
Richard Jouve France 4.2% 6.1% 6.9% 17.2% 30.4% 53.1% 92.9% 23.57 5.82 3.29 1.88 1.08 2257 482 229 -113 -1316
Calle Halfvarsson Sweden 3.7% 5.2% 5.9% 14.8% 26.2% 45.6% 79.4% 27.24 6.74 3.82 2.19 1.26 2624 574 282 119 -385
Ben Ogden USA 3.7% 5.4% 6.2% 15.2% 27.7% 50.1% 92.1% 27.13 6.56 3.61 1.99 1.09 2613 556 261 -101 -1159
Johan Häggström Sweden 3.7% 5.3% 6.2% 15.1% 27.5% 50.0% 92.0% 27.38 6.61 3.63 2 1.09 2638 561 263 100 -1150
Harald Østberg Amundsen Norway 2.2% 3.3% 4.1% 9.6% 19.1% 39.4% 87.9% 45.92 10.47 5.23 2.54 1.14 4492 947 423 154 -728
Håvard Solås Taugbøl Norway 2.0% 3.1% 3.8% 9.0% 18.2% 38.1% 87.3% 49.03 11.12 5.49 2.62 1.15 4803 1012 449 162 -688
Joni Mäki Finland 1.5% 2.3% 2.9% 6.7% 14.4% 32.3% 84.0% 67.07 14.87 6.95 3.10 1.19 6607 1387 595 210 -523
Federico Pellegrino Italy 1.3% 2.0% 2.5% 5.9% 12.8% 29.8% 82.2% 77.59 17.06 7.78 3.36 1.22 7659 1606 678 236 -461
Marcus Grate Sweden 1.3% 2.0% 2.6% 5.9% 12.9% 29.9% 82.3% 76.93 16.93 7.73 3.34 1.22 7593 1593 673 234 -465
Antoine Cyr Canada 1.2% 1.8% 2.3% 5.3% 11.8% 28.0% 80.8% 86.24 18.87 8.46 3.57 1.24 8524 1787 746 257 -421
Jules Chappaz France 1.0% 1.6% 2.0% 4.5% 10.4% 25.4% 78.5% 101.61 22.07 9.64 3.93 1.27 10061 2107 864 293 -366
Edvin Anger Sweden 0.8% 1.3% 1.6% 3.8% 8.0% 17.6% 44.0% 117.97 26.32 12.50 5.68 2.27 11697 2532 1150 468 127
Valerio Grond Switzerland 0.8% 1.3% 1.6% 3.7% 8.7% 22.2% 75.2% 126.42 27.23 11.49 4.50 1.33 12542 2623 1049 350 -303
Oskar Svensson Sweden 0.8% 1.3% 1.6% 3.7% 8.6% 21.6% 70.1% 125.72 27.17 11.64 4.64 1.43 12472 2617 1064 364 -234
Sivert Wiig Norway 0.7% 1.1% 1.4% 3.2% 7.8% 20.4% 72.9% 144.94 31.09 12.85 4.90 1.37 14394 3009 1185 390 -269
Iivo Niskanen Finland 0.6% 1.0% 1.2% 2.8% 6.9% 18.5% 70.4% 168.03 35.90 14.51 5.40 1.42 16703 3490 1351 440 -237
Niilo Moilanen Finland 0.5% 0.8% 1.0% 2.2% 5.6% 15.8% 65.9% 213.48 45.36 17.71 6.32 1.52 21248 4436 1671 532 -193
Francesco De Fabiani Italy 0.4% 0.6% 0.8% 1.8% 4.7% 13.7% 61.8% 262.90 55.65 21.10 7.29 1.62 26190 5465 2010 629 -162
Ondrej Cerny Czechia 0.4% 0.6% 0.8% 1.8% 4.7% 13.5% 61.4% 268.16 56.75 21.45 7.39 1.63 26716 5575 2045 639 -159
Ristomatti Hakola Finland 0.3% 0.5% 0.7% 1.5% 4.0% 11.9% 57.6% 323.42 68.26 25.14 8.42 1.74 32242 6726 2414 742 -136
Emil Iversen Norway 0.3% 0.5% 0.6% 1.4% 3.9% 11.6% 56.9% 334.46 70.56 25.87 8.63 1.76 33346 6956 2487 763 -132
Ludek Seller Czechia 0.3% 0.4% 0.6% 1.3% 3.6% 11.0% 55.2% 361.64 76.22 27.65 9.12 1.81 36064 7522 2665 812 -123
Emil Danielsson Sweden 0.2% 0.3% 0.4% 0.8% 2.1% 6.4% 31.5% 603.48 127.31 46.67 15.56 3.17 60248 12631 4567 1456 217
Ville Ahonen Finland 0.2% 0.3% 0.3% 0.7% 2.2% 7.2% 43.0% 644.51 135.13 45.39 13.87 2.33 64351 13413 4439 1287 133
Gus Schumacher USA 0.1% 0.2% 0.3% 0.6% 2.0% 6.5% 40.2% 739.22 154.85 51.10 15.36 2.49 73822 15385 5010 1436 149
Elia Barp Italy 0.1% 0.1% 0.1% 0.3% 0.8% 3.0% 21.1% 1872.97 391.25 118.76 33.14 4.73 187197 39025 11776 3214 373
Theo Schely France 0.1% 0.2% 0.3% 0.6% 1.9% 6.5% 40.0% 746.45 156.36 51.53 15.47 2.50 74545 15536 5053 1447 150
Janik Riebli Switzerland 0.1% 0.1% 0.1% 0.3% 0.9% 3.2% 22.3% 1707.76 356.86 109.70 30.95 4.49 170676 35586 10870 2995 349
Zanden McMullen USA 0.1% 0.1% 0.2% 0.3% 1.1% 3.6% 23.2% 1416.65 296.43 95.16 27.89 4.31 141565 29543 9416 2689 331
Zak Ketterson USA 0.1% 0.2% 0.2% 0.5% 1.7% 5.7% 36.5% 888.19 185.88 59.91 17.62 2.74 88719 18488 5891 1662 174
Anian Sossau Germany 0.1% 0.1% 0.2% 0.4% 1.2% 4.1% 28.5% 1361.99 284.55 86.88 24.37 3.50 136099 28355 8588 2337 250
Janosch Brugger Germany 0.1% 0.1% 0.2% 0.4% 1.2% 4.3% 28.6% 1249.38 261.21 81.85 23.48 3.50 124838 26021 8085 2248 250
Xavier McKeever Canada 0.1% 0.1% 0.1% 0.3% 1.1% 3.9% 27.1% 1480.34 309.20 93.42 25.97 3.69 147934 30820 9242 2497 269
Emil Liekari Finland 0.1% 0.2% 0.3% 0.7% 2.0% 6.6% 40.4% 731.04 153.15 50.61 15.23 2.48 73004 15215 4961 1423 148
Juuso Haarala Finland 0.1% 0.2% 0.2% 0.5% 1.5% 5.2% 34.4% 989.30 206.94 65.78 19.11 2.91 98830 20594 6478 1811 191
Jan Stoelben Germany 0.1% 0.2% 0.3% 0.7% 2.1% 7.0% 42.1% 674.37 141.35 47.20 14.35 2.38 67337 14035 4620 1335 138
Wiljam Mattila Finland 0.1% 0.1% 0.2% 0.4% 1.2% 4.3% 29.4% 1292.94 270.17 83.03 23.42 3.40 129194 26917 8203 2242 240
Lauri Mannila Finland 0.1% 0.1% 0.2% 0.4% 1.2% 4.2% 29.2% 1312.83 274.31 84.14 23.69 3.43 131183 27331 8314 2269 243
Pål Golberg Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Martin Løwstrøm Nyenget Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Simen Hegstad Krüger Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Friedrich Moch Germany 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 2.1% 33472.15 6973.76 1650.53 378.65 48.06 3347115 697276 164953 37765 4706
William Poromaa Sweden 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 3.2% 16256.09 3390.27 934.97 241.16 31.67 1625509 338927 93397 24016 3067
Mika Vermeulen Austria 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 8.6% 7454.71 1553.44 384.99 91.43 11.61 745371 155244 38399 9043 1061
Hugo Lapalus France 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 1.1% 68301.52 14228.44 3210.15 710.80 90.66 6830052 1422744 320915 70980 8966
Jan Thomas Jenssen Norway 0.0% 0.1% 0.1% 0.2% 0.6% 2.3% 16.6% 2449.98 511.69 154.02 42.68 6.04 244898 51069 15302 4168 504
Jens Burman Sweden 0.0% 0.0% 0.0% 0.0% 0.1% 0.2% 1.7% 32381.21 6751.59 1819.40 460.79 59.81 3238021 675059 181840 45979 5881
Beda Klee Switzerland 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 118228.18 24632.26 5828.95 1337.07 169.70 11822718 2463126 582795 133607 16870
Jules Lapierre France 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 3.3% 19334.78 4029.01 996.43 236.25 30.01 1933378 402801 99543 23525 2901
Cyril Fähndrich Switzerland 0.0% 0.0% 0.0% 0.0% 0.1% 0.2% 1.7% 33860.55 7057.80 1828.79 449.28 57.52 3385955 705680 182779 44828 5652
Simone Dapra Italy 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 3.9% 13992.74 2917.38 781.67 197.09 25.52 1399174 291638 78067 19609 2452
Andreas Fjorden Ree Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Thomas Hjalmar Westgård Ireland 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 5.3% 13843.86 2884.06 663.35 148.99 18.95 1384286 288306 66235 14799 1795
Remi Lindholm Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Lucas Bögl Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.3% 279689.27 58256.34 12048.28 2503.40 325.69 27968827 5825534 1204728 250240 32469
Davide Graz Italy 0.0% 0.1% 0.1% 0.1% 0.5% 1.8% 12.4% 3241.07 676.94 204.24 56.71 8.04 324007 67594 20324 5571 704
Florian Notz Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.2% 1.6% 56821.85 11834.84 2317.63 462.91 61.26 5682085 1183384 231663 46191 6026
Markus Vuorela Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Michael Hellweger Italy 0.0% 0.1% 0.1% 0.2% 0.6% 2.5% 18.5% 2639.35 550.58 154.85 40.57 5.39 263835 54958 15385 3957 439
Arsi Ruuskanen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Remi Bourdin France 0.0% 0.0% 0.1% 0.1% 0.4% 1.6% 12.0% 4089.39 853.06 239.85 62.83 8.35 408839 85206 23885 6183 735
Paolo Ventura Italy 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 1.0% 74082.26 15433.87 3590.67 813.29 103.34 7408126 1543287 358967 81229 10234
Irineu Esteve Altimiras Andorra 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 3.6% 21953.85 4573.07 995.15 214.58 27.56 2195285 457207 99415 21358 2656
Imanol ROJO GARCIA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Seve De Campo Australia 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 8.7% 7334.60 1528.42 379.53 90.26 11.47 733360 152742 37853 8926 1047
Tomas Dufek Czechia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Jiri Tuz Czechia 0.0% 0.1% 0.1% 0.2% 0.6% 2.1% 16.3% 3165.58 660.17 181.57 46.73 6.13 316458 65917 18057 4573 513
Ike Melnits Finland 0.0% 0.0% 0.0% 0.1% 0.4% 1.5% 11.9% 4859.70 1012.99 264.42 65.33 8.38 485870 101199 26342 6433 738
Henri Roos Estonia 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 4.6% 15304.96 3188.66 750.71 171.55 21.78 1530396 318766 74971 17055 2078
Nail Bashmakov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 5.5% 13081.77 2725.34 631.13 142.47 18.11 1308077 272434 63013 14147 1711
Michael Earnhart USA 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 4.0% 15098.17 3146.68 801.87 194.50 24.80 1509717 314568 80087 19350 2380
Miha Licef Slovenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 5.1% 13460.17 2804.44 669.50 154.58 19.61 1345917 280344 66850 15358 1861
Måns Skoglund Sweden 0.0% 0.0% 0.0% 0.1% 0.3% 1.0% 7.1% 6475.77 1351.34 389.17 103.95 14.07 647477 135034 38817 10295 1307
Miha Simenc Slovenia 0.0% 0.1% 0.1% 0.2% 0.8% 2.9% 21.2% 2172.49 453.35 130.60 34.89 4.72 217149 45235 12960 3389 372
Mikayel Mikayelyan Armenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 2.1% 39966.58 8324.74 1743.74 365.68 47.41 3996558 832374 174274 36468 4641
Albert Kuchler Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 0.9% 86418.73 18002.35 4036.93 889.87 113.62 8641773 1800135 403593 88887 11262
Simeon Deyanov Bulgaria 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 4.6% 16419.86 3420.55 770.77 170.51 21.75 1641886 341955 76977 16951 2075
Alvar Johannes Alev Estonia 0.0% 0.0% 0.0% 0.1% 0.2% 0.9% 7.3% 9140.69 1904.57 460.53 107.35 13.62 913969 190357 45953 10635 1262
Johnny Hagenbuch USA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Gustav Kvarnbrink Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Alexander Ståhlberg Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Juuso Varis Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Ralf Kivil Estonia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Yernar Nursbekov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Sandijs Suhanovs Latvia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Dmytro Romanchenko Ukraine 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Dmytro Drahun Ukraine 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 9.0% 7014.82 1461.83 364.96 87.15 11.08 701382 146083 36396 8615 1008
Spartak Voskanyan Armenia 0.0% 0.0% 0.0% 0.0% 0.2% 0.8% 6.3% 11056.12 2303.48 544.35 124.74 15.83 1105512 230248 54335 12374 1483
Andrej Renda Slovakia 0.0% 0.0% 0.0% 0.1% 0.3% 1.3% 10.3% 5919.80 1233.77 314.42 76.27 9.73 591880 123277 31342 7527 873
Bentley Walker-Broose Australia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Adam Büki Hungary 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Vladislav Kovalyov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 2.9% 27336.24 5694.33 1250.31 271.38 34.79 2733524 569333 124931 27038 3379
Adam Konya Hungary 0.0% 0.0% 0.0% 0.0% 0.2% 0.8% 6.2% 11360.16 2366.80 557.49 127.44 16.18 1135916 236580 55649 12644 1518
Miro Karppanen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Olzhas Klimin Kazakhstan 0.0% 0.0% 0.0% 0.1% 0.2% 1.0% 7.5% 8908.54 1856.22 450.23 105.20 13.35 890754 185522 44923 10420 1235
Lauris Kaparkalejs Latvia 0.0% 0.0% 0.0% 0.0% 0.2% 0.8% 6.5% 10723.71 2234.25 529.94 121.77 15.45 1072271 223325 52894 12077 1445
Eero Rantala Finland 0.0% 0.1% 0.1% 0.2% 0.6% 2.4% 18.4% 2669.57 556.87 156.40 40.93 5.44 266857 55587 15540 3993 444
Martin Himma Estonia 0.0% 0.1% 0.1% 0.2% 0.8% 2.9% 21.2% 2161.12 450.98 130 34.75 4.71 216012 44998 12900 3375 371
Adam Fellner Czechia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 2.6% 26500.56 5521.49 1322.71 306.20 38.85 2649956 552049 132171 30520 3785
Olivier Leveille Canada 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 3.2% 20204.43 4210.05 1031.34 242.78 30.82 2020343 420905 103034 24178 2982
Jan-Friedrich Doerks Germany 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 8.3% 6400.83 1334.73 363.35 92.77 12.10 639983 133373 36235 9177 1110
Mathis Desloges France 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Niko Anttola Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Truls Gisselman Sweden 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 7.8% 5408.81 1129.32 335.40 91.90 12.81 540781 112832 33440 9090 1181
Matyas Bauer Czechia 0.0% 0.0% 0.0% 0.1% 0.2% 1.0% 7.4% 7752.60 1616.04 422.86 104.67 13.44 775160 161504 42186 10367 1244
Raimo Vigants Latvia 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 5.1% 14490.21 3018.67 690.51 154.46 19.66 1448921 301767 68951 15346 1866
OskarOpstad Vike Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Hunter Wonders USA 0.0% 0.0% 0.0% 0.0% 0.1% 0.2% 1.8% 36884.91 7685.54 1867.53 436.95 55.44 3688391 768454 186653 43595 5444
Max Hollmann Canada 0.0% 0.0% 0.0% 0.1% 0.2% 1.0% 7.5% 7961.81 1659.49 428.32 104.91 13.42 796081 165849 42732 10391 1242
Joe Davies Great Britain 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Johan Ekberg Sweden 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 3.7% 13436.35 2802.71 784.61 204.81 27.15 1343535 280171 78361 20381 2615
Aleksi Parttimaa Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Veeti Pyykko Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0

Ladies

Skier Nation Win_Prob Second_Prob Third_Prob Top3_Prob Top5_Prob Top10_Prob Top30_Prob Win_Decimal Top3_Decimal Top5_Decimal Top10_Decimal Top30_Decimal Win_American Top3_American Top5_American Top10_American Top30_American
Jonna Sundling Sweden 24.7% 18.7% 14.0% 57.4% 71.7% 86.1% 96.1% 4.05 1.74 1.40 1.16 1.04 305 -135 -253 -620 -2468
Linn Svahn Sweden 16.5% 13.4% 10.5% 40.4% 51.6% 63.6% 72.6% 6.05 2.47 1.94 1.57 1.38 505 147 -107 -174 -265
Nadine Fähndrich Switzerland 12.4% 12.6% 12.0% 36.9% 53.8% 75.3% 92.7% 8.07 2.71 1.86 1.33 1.08 707 171 -117 -305 -1271
Maja Dahlqvist Sweden 9.7% 10.5% 10.6% 30.9% 51.3% 73.6% 81.4% 10.26 3.24 1.95 1.36 1.23 926 224 -105 -278 -438
Johanna Hagström Sweden 6.7% 7.8% 8.5% 23.0% 43.9% 68.0% 93.6% 14.86 4.35 2.28 1.47 1.07 1386 335 128 -212 -1474
Emma Ribom Sweden 5.7% 5.7% 5.5% 16.9% 25.1% 34.7% 43.6% 17.63 5.92 3.99 2.88 2.29 1663 492 299 188 129
Jessie Diggins USA 5.0% 6.0% 6.9% 17.8% 29.1% 54.0% 89.3% 20.07 5.61 3.44 1.85 1.12 1907 461 244 -117 -838
Laura Gimmler Germany 2.2% 2.9% 3.5% 8.7% 17.9% 39.7% 89.7% 44.61 11.54 5.58 2.52 1.11 4361 1054 458 152 -874
Rosie Brennan USA 1.9% 2.5% 3.1% 7.5% 13.2% 32.2% 91.4% 51.69 13.25 7.55 3.11 1.09 5069 1225 655 211 -1058
Tiril Udnes Weng Norway 1.9% 2.4% 3.0% 7.3% 17.2% 38.6% 82.6% 53.80 13.76 5.81 2.59 1.21 5280 1276 481 159 -473
Julia Kern USA 1.8% 2.3% 2.9% 7.1% 21.2% 44.3% 88.6% 55.37 14.14 4.73 2.26 1.13 5437 1314 373 126 -781
Jasmi Joensuu Finland 1.5% 2.0% 2.5% 5.9% 12.6% 31.0% 82.1% 66.85 16.91 7.93 3.22 1.22 6585 1591 693 222 -460
Kerttu Niskanen Finland 1.0% 1.3% 1.6% 3.9% 7.1% 20.2% 90.6% 103.12 25.68 14.01 4.95 1.10 10212 2468 1301 395 -965
Frida Karlsson Sweden 0.9% 1.2% 1.4% 3.5% 5.3% 11.4% 25.6% 106.91 28.57 18.97 8.74 3.91 10591 2757 1797 774 291
Krista Pärmäkoski Finland 0.8% 1.0% 1.3% 3.1% 5.8% 17.0% 82.5% 131.31 32.49 17.35 5.87 1.21 13031 3149 1635 487 -470
Johanna Matintalo Finland 0.8% 1.1% 1.4% 3.2% 6.8% 19.5% 84.8% 126.10 31.23 14.61 5.12 1.18 12510 3023 1361 412 -557
Coletta Rydzek Germany 0.6% 0.8% 1.0% 2.3% 6.2% 15.0% 36.4% 173.12 43.49 16.11 6.68 2.74 17212 4249 1511 568 174
Lotta Udnes Weng Norway 0.5% 0.7% 0.9% 2.2% 5.1% 15.4% 64.6% 182.81 44.94 19.68 6.51 1.55 18181 4394 1868 551 -182
Katerina Janatova Czechia 0.5% 0.7% 0.9% 2.2% 5.8% 17.0% 61.6% 187.01 45.95 17.32 5.87 1.62 18601 4495 1632 487 -161
Ane Appelkvist Stenseth Norway 0.5% 0.6% 0.8% 1.9% 4.8% 14.7% 84.1% 209.42 51.37 20.81 6.81 1.19 20842 5037 1981 581 -530
Anna Svendsen Norway 0.5% 0.6% 0.8% 1.9% 4.6% 14.1% 90.2% 212.40 52.09 21.88 7.10 1.11 21140 5109 2088 610 -925
Julie Myhre Norway 0.5% 0.6% 0.8% 1.9% 5.0% 15.2% 89.9% 216.67 53.12 20.02 6.60 1.11 21567 5212 1902 560 -893
Katharina Hennig Germany 0.4% 0.5% 0.6% 1.5% 2.6% 8.4% 64.3% 267.34 65.61 38.44 11.90 1.55 26634 6461 3744 1090 -180
Jasmin Kähärä Finland 0.4% 0.6% 0.7% 1.7% 4.7% 14.3% 72.9% 243.90 59.70 21.41 6.97 1.37 24290 5870 2041 597 -269
Moa Ilar Sweden 0.3% 0.4% 0.5% 1.1% 2.7% 9.0% 66.4% 362.84 88.45 37.38 11.14 1.51 36184 8745 3638 1014 -197
Katri Lylynperä Finland 0.3% 0.3% 0.4% 1.0% 3.0% 10.0% 78.3% 391.43 95.36 32.99 10.01 1.28 39043 9436 3199 901 -362
Victoria Carl Germany 0.2% 0.3% 0.4% 0.9% 1.8% 5.2% 21.9% 447.99 110.99 55.53 19.25 4.57 44699 10999 5453 1825 357
Anne Kyllönen Finland 0.2% 0.3% 0.4% 0.9% 2.3% 7.9% 87.3% 473.13 115.10 43.48 12.68 1.15 47213 11410 4248 1168 -688
Caterina Ganz Italy 0.2% 0.2% 0.3% 0.6% 1.8% 6.4% 63.5% 650.49 157.97 55.72 15.73 1.58 64949 15697 5472 1473 -174
Desiree Steiner Switzerland 0.2% 0.2% 0.3% 0.7% 2.4% 8.1% 58.1% 604.84 146.93 42.05 12.32 1.72 60384 14593 4105 1132 -139
Sofie Krehl Germany 0.2% 0.2% 0.3% 0.7% 2.2% 7.7% 52.9% 593.88 144.28 44.92 13.04 1.89 59288 14328 4392 1204 -112
Nicole Monsorno Italy 0.2% 0.3% 0.4% 0.9% 2.7% 9.0% 73.3% 480.12 116.79 37.48 11.16 1.36 47912 11579 3648 1016 -275
Eva Urevc Slovenia 0.2% 0.2% 0.3% 0.7% 2.6% 8.9% 57.4% 583.89 141.87 37.93 11.28 1.74 58289 14087 3693 1028 -135
Kristin Austgulen Fosnæs Norway 0.1% 0.1% 0.1% 0.3% 0.8% 2.9% 65.6% 1379.30 334.11 132.85 33.95 1.53 137830 33311 13185 3295 -190
Hedda Østberg Amundsen Norway 0.1% 0.2% 0.2% 0.5% 1.4% 5.1% 81.4% 829.32 201.18 72.02 19.70 1.23 82832 20018 7102 1870 -438
Therese Johaug Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Ebba Andersson Sweden 0.0% 0.0% 0.0% 0.1% 0.1% 0.4% 5.4% 6723.13 1632.25 939.77 248.79 18.68 672213 163125 93877 24779 1768
Heidi Weng Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Teresa Stadlober Austria 0.0% 0.0% 0.0% 0.1% 0.2% 0.9% 30.5% 3939.82 952.93 485.86 109.58 3.28 393882 95193 48486 10858 228
Astrid Øyre Slind Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Delphine Claudel France 0.0% 0.0% 0.0% 0.1% 0.2% 0.7% 5.9% 7536.70 1823.33 579.31 139.81 16.92 753570 182233 57831 13881 1592
Sophia Laukli USA 0.0% 0.0% 0.0% 0.0% 0.0% 0.2% 2.1% 29537.69 7140.64 2290.18 489.78 48.54 2953669 713964 228918 48878 4754
Pia Fink Germany 0.0% 0.0% 0.0% 0.1% 0.2% 0.9% 10.0% 4491.56 1090.01 424.28 116.20 10 449056 108901 42328 11520 900
Flora Dolci France 0.0% 0.0% 0.0% 0.0% 0.1% 0.6% 31.3% 11776.62 2847.30 794.88 177.79 3.19 1177562 284630 79388 17679 219
Lisa Lohmann Germany 0.0% 0.0% 0.0% 0.1% 0.4% 1.6% 55.5% 3604.77 871.96 269.27 64.15 1.80 360377 87096 26827 6315 -125
Kathrine Stewart-Jones Canada 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 22.3% 9182.21 2220.16 639.15 144.24 4.47 918121 221916 63815 14324 347
Katherine Sauerbrey Germany 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 5.1% 30447.12 7365.87 2867.49 677.82 19.74 3044612 736487 286649 67682 1874
Melissa Gal France 0.0% 0.1% 0.1% 0.2% 0.6% 2.5% 45.8% 2091.72 506.28 157.77 39.61 2.18 209072 50528 15677 3861 118
Tiia Olkkonen Finland 0.0% 0.1% 0.1% 0.2% 0.7% 2.6% 63.5% 2298.05 556.15 150.63 38 1.58 229705 55515 14963 3700 -174
Nadja Kälin Switzerland 0.0% 0.0% 0.0% 0.0% 0.2% 0.6% 8.8% 8617.32 2084.66 646.02 155.57 11.39 861632 208366 64502 15457 1039
Anja Weber Switzerland 0.0% 0.1% 0.1% 0.2% 0.6% 2.3% 22.3% 2007.73 486.46 164.61 43.32 4.48 200673 48546 16361 4232 348
Nora Sanness Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Juliette Ducordeau France 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 46.8% 6269.34 1515.93 390.59 89.87 2.14 626834 151493 38959 8887 114
Silje Theodorsen Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Märta Rosenberg Sweden 0.0% 0.0% 0.0% 0.1% 0.2% 0.7% 12.2% 6251.90 1515.45 530.70 141.62 8.19 625090 151445 52970 14062 719
Anna Comarella Italy 0.0% 0.0% 0.0% 0.0% 0.1% 0.2% 9.9% 26792.11 6477.15 1967.82 427.70 10.09 2679111 647615 196682 42670 909
Amanda Saari Finland 0.0% 0.1% 0.1% 0.2% 0.7% 2.6% 72.3% 2105.41 509.59 150.54 37.98 1.38 210441 50859 14954 3698 -262
Barbora Antosova Czechia 0.0% 0.1% 0.1% 0.2% 0.6% 2.4% 60.6% 2131.14 515.81 164.67 41.17 1.65 213014 51481 16367 4017 -154
Barbora Havlickova Czechia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Kamila YELGAZINOVA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Helen Hoffmann Germany 0.0% 0.0% 0.0% 0.1% 0.4% 1.6% 46.8% 3681.28 890.45 259.07 61.95 2.14 368028 88945 25807 6095 114
Emmi Lämsä Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Oona Kettunen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Elsa Torvinen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Anja Mandeljc Slovenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 18.4% 26128.51 6315.75 1662.62 344.68 5.44 2612751 631475 166162 34368 444
Liliane Gagnon Canada 0.0% 0.0% 0.0% 0.1% 0.4% 1.6% 26.9% 4082.07 987.31 253.36 60.71 3.72 408107 98631 25236 5971 272
Haley Brewster USA 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 29.7% 6634.66 1604.66 380.77 91.67 3.37 663366 160366 37977 9067 237
Yelizaveta Nopriienko Ukraine 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Sydney Palmer-Leger USA 0.0% 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 44361.28 10724.48 2523.62 559.40 147.24 4436028 1072348 252262 55840 14624
Nora Kytäjä Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 46.8% 0 0 0 0 2.14 0 0 0 0 114
Katya Galstyan Armenia 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 1.1% 19843.63 4796.57 951.01 202 92.12 1984263 479557 95001 20100 9112
Rosie Fordham Australia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Angelina Shuryga Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 11.7% 12520.84 3026.80 641.83 141.17 8.57 1251984 302580 64083 14017 757
Teesi Tuul Estonia 0.0% 0.0% 0.0% 0.1% 0.3% 1.3% 46.8% 5623.43 1359.83 333.86 77.94 2.14 562243 135883 33286 7694 114
Darya Ryazhko Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 16.0% 18059.24 4365.32 905.56 193.18 6.24 1805824 436432 90456 19218 524
Anni Alakoski Finland 0.0% 0.1% 0.1% 0.2% 0.6% 2.5% 37.3% 2247.10 543.84 157.75 39.61 2.68 224610 54284 15675 3861 168
Francesca Franchi Italy 0.0% 0.0% 0.0% 0.0% 0.2% 0.7% 5.9% 10801.15 2611.65 662.24 151.80 16.85 1080015 261065 66124 15080 1585
Viktoriya Olekh Ukraine 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 5.4% 20377.68 4925.64 948.91 201.60 18.47 2037668 492464 94791 20060 1747
Eveliina Piippo Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Fanny Kukonlehto Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Kseniya Shalygina Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 4.0% 111094.60 26851.23 5238.74 1037.54 25.01 11109360 2685023 523774 103654 2401
Vilma Nissinen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Alayna Sonnesyn USA 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 4.7% 76014.32 18376.50 4227.39 935.73 21.27 7601332 1837550 422639 93473 2027
Nadezhda Stepashkina Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.0% 0.2% 10.2% 45642.50 11032.02 2057.17 423.04 9.78 4564150 1103102 205617 42204 878
Anastasiia Nikon Ukraine 0.0% 0.0% 0.0% 0.1% 0.2% 1.1% 4.4% 7532.43 1821.20 412.09 94.35 22.82 753143 182020 41109 9335 2182
Kitija Auzina Latvia 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 7.0% 17437.34 4215.02 849.40 182.23 14.27 1743634 421402 84840 18123 1327
Ella-Noora Haapalehto Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 46.8% 0 0 0 0 2.14 0 0 0 0 114

20km Freestyle MS

Men

Skier Nation Win_Prob Second_Prob Third_Prob Top3_Prob Top5_Prob Top10_Prob Top30_Prob Win_Decimal Top3_Decimal Top5_Decimal Top10_Decimal Top30_Decimal Win_American Top3_American Top5_American Top10_American Top30_American
Johannes Høsflot Klæbo Norway 24.3% 16.8% 11.8% 52.9% 68.7% 82.3% 90.2% 4.12 1.89 1.46 1.21 1.11 312 -112 -219 -466 -920
Simen Hegstad Krüger Norway 12.5% 11.4% 10.0% 33.9% 50.1% 69.8% 83.4% 8.02 2.95 2 1.43 1.20 702 195 -100 -232 -502
Harald Østberg Amundsen Norway 9.5% 9.3% 8.7% 27.5% 42.8% 64.0% 89.7% 10.57 3.63 2.34 1.56 1.12 957 263 134 -178 -868
Pål Golberg Norway 5.6% 6.0% 6.2% 17.9% 30.4% 52.3% 85.5% 17.83 5.60 3.29 1.91 1.17 1683 460 229 -110 -589
Federico Pellegrino Italy 5.5% 6.0% 6.1% 17.6% 30.0% 51.9% 76.1% 18.11 5.68 3.33 1.93 1.31 1711 468 233 -108 -319
Valerio Grond Switzerland 4.2% 4.7% 5.0% 13.9% 24.7% 46.0% 27.0% 23.64 7.17 4.04 2.18 3.71 2264 617 304 118 271
Gus Schumacher USA 3.1% 3.5% 3.9% 10.5% 19.5% 39.2% 69.9% 32.26 9.51 5.13 2.55 1.43 3126 851 413 155 -232
Martin Løwstrøm Nyenget Norway 2.9% 3.3% 3.6% 9.8% 18.3% 37.6% 88.9% 34.93 10.23 5.47 2.66 1.12 3393 923 447 166 -804
Jan Thomas Jenssen Norway 2.3% 2.7% 3.0% 8.0% 15.3% 33.2% 73.0% 43.43 12.53 6.53 3.01 1.37 4243 1153 553 201 -271
Joni Mäki Finland 2.2% 2.6% 2.9% 7.8% 15.0% 32.7% 35.9% 44.67 12.87 6.68 3.06 2.78 4367 1187 568 206 178
Emil Iversen Norway 1.9% 2.3% 2.6% 6.8% 13.3% 30.1% 56.5% 51.33 14.67 7.50 3.32 1.77 5033 1367 650 232 -130
Iivo Niskanen Finland 1.6% 1.9% 2.1% 5.6% 11.2% 26.5% 86.0% 63.10 17.86 8.94 3.78 1.16 6210 1686 794 278 -613
Michael Hellweger Italy 1.5% 1.7% 2.0% 5.2% 10.4% 25.1% 19.3% 68.40 19.29 9.58 3.98 5.17 6740 1829 858 298 417
Mika Vermeulen Austria 1.4% 1.6% 1.9% 4.9% 9.9% 24.1% 79.3% 73 20.54 10.13 4.15 1.26 7200 1954 913 315 -382
Jules Lapierre France 1.4% 1.7% 2.0% 5.1% 10.3% 24.9% 48.0% 69.42 19.57 9.70 4.02 2.08 6842 1857 870 302 108
William Poromaa Sweden 1.3% 1.6% 1.8% 4.7% 9.3% 22.2% 61.5% 75.79 21.43 10.70 4.50 1.62 7479 2043 970 350 -160
Richard Jouve France 1.1% 1.3% 1.5% 4.0% 7.9% 18.1% 35.0% 88.11 25.07 12.71 5.52 2.86 8711 2407 1171 452 186
Hugo Lapalus France 1.1% 1.3% 1.5% 3.9% 8.0% 20.5% 81.3% 92.96 25.94 12.52 4.88 1.23 9196 2494 1152 388 -434
Johan Häggström Sweden 1.1% 1.4% 1.6% 4.1% 8.4% 21.3% 42.4% 87.71 24.52 11.90 4.69 2.36 8671 2352 1090 369 136
Jules Chappaz France 1.1% 1.3% 1.5% 4.0% 8.2% 20.8% 60.0% 90.57 25.29 12.24 4.80 1.67 8957 2429 1124 380 -150
Calle Halfvarsson Sweden 0.9% 1.0% 1.2% 3.0% 6.0% 14.1% 39.4% 116.61 33.06 16.62 7.10 2.54 11561 3206 1562 610 154
Friedrich Moch Germany 0.8% 1.0% 1.1% 3.0% 6.2% 16.4% 71.9% 121.20 33.69 16.06 6.09 1.39 12020 3269 1506 509 -255
Antoine Cyr Canada 0.8% 0.9% 1.1% 2.7% 5.8% 15.9% 68.4% 132.71 36.70 17.21 6.27 1.46 13171 3570 1621 527 -217
Lauri Vuorinen Finland 0.7% 0.8% 1.0% 2.5% 5.3% 14.9% 51.3% 146.17 40.35 18.78 6.73 1.95 14517 3935 1778 573 -105
Janik Riebli Switzerland 0.7% 0.8% 0.9% 2.4% 5.1% 13.6% 15.5% 147.35 40.92 19.46 7.33 6.45 14635 3992 1846 633 545
Edvin Anger Sweden 0.6% 0.7% 0.7% 2.0% 3.7% 7.5% 9.9% 167.76 49.48 26.75 13.31 10.06 16676 4848 2575 1231 906
Francesco De Fabiani Italy 0.6% 0.7% 0.8% 2.0% 4.4% 12.7% 32.5% 180.99 49.77 22.81 7.88 3.08 17999 4877 2181 688 208
Marcus Grate Sweden 0.6% 0.8% 0.9% 2.3% 5.1% 14.3% 21.8% 154.75 42.67 19.78 7.02 4.59 15375 4167 1878 602 359
Davide Graz Italy 0.6% 0.7% 0.8% 2.1% 4.4% 12.1% 16.5% 174.72 48.32 22.65 8.25 6.06 17372 4732 2165 725 506
Ben Ogden USA 0.5% 0.6% 0.8% 1.9% 4.1% 11.0% 34.4% 186.57 51.73 24.48 9.12 2.91 18557 5073 2348 812 191
Irineu Esteve Altimiras Andorra 0.5% 0.6% 0.7% 1.8% 3.9% 11.5% 46.7% 205.31 56.36 25.59 8.67 2.14 20431 5536 2459 767 114
Jens Burman Sweden 0.4% 0.5% 0.6% 1.4% 2.9% 7.3% 25.4% 246.10 69.09 33.91 13.73 3.94 24510 6809 3291 1273 294
Remi Lindholm Finland 0.4% 0.4% 0.5% 1.3% 2.9% 9.1% 45.8% 278.80 76.26 33.92 10.96 2.19 27780 7526 3292 996 119
Zanden McMullen USA 0.4% 0.5% 0.5% 1.4% 3.1% 9.6% 51.2% 262.89 71.95 32.13 10.47 1.95 26189 7095 3113 947 -105
Florian Notz Germany 0.4% 0.5% 0.5% 1.4% 3.1% 9.5% 58.9% 264.22 72.31 32.28 10.51 1.70 26322 7131 3128 951 -143
Ludek Seller Czechia 0.4% 0.5% 0.6% 1.6% 3.5% 10.6% 17.1% 230.07 63.06 28.41 9.45 5.84 22907 6206 2741 845 484
Ondrej Cerny Czechia 0.4% 0.5% 0.6% 1.6% 3.6% 10.7% 0.0% 226.93 62.21 28.06 9.35 0 22593 6121 2706 835 0
Emil Danielsson Sweden 0.3% 0.4% 0.5% 1.2% 2.7% 8.3% 13.4% 304.80 83.37 37.09 11.98 7.46 30380 8237 3609 1098 646
Anian Sossau Germany 0.3% 0.3% 0.4% 1.0% 2.3% 7.5% 29.2% 359.93 98.22 42.99 13.38 3.42 35893 9722 4199 1238 242
Joe Davies Great Britain 0.3% 0.3% 0.4% 1.0% 2.2% 7.2% 28.8% 377.12 102.88 44.90 13.89 3.47 37612 10188 4390 1289 247
Theo Schely France 0.2% 0.2% 0.2% 0.6% 1.2% 3.8% 23.6% 653.16 178.85 80.12 26.29 4.24 65216 17785 7912 2529 324
Simone Dapra Italy 0.2% 0.2% 0.3% 0.7% 1.6% 4.8% 13.6% 515.58 141.26 63.50 21 7.36 51458 14026 6250 2000 636
Oskar Svensson Sweden 0.2% 0.2% 0.3% 0.7% 1.5% 4.8% 13.7% 539.92 147.57 65.35 20.89 7.28 53892 14657 6435 1989 628
Niilo Moilanen Finland 0.2% 0.3% 0.3% 0.8% 1.7% 5.0% 11.5% 477.85 131.07 59.29 19.89 8.73 47685 13007 5829 1889 773
Arsi Ruuskanen Finland 0.2% 0.2% 0.2% 0.6% 1.4% 4.9% 60.9% 613.28 166.81 70.71 20.51 1.64 61228 16581 6971 1951 -156
Johnny Hagenbuch USA 0.2% 0.3% 0.4% 0.9% 2.0% 6.7% 31.2% 412.43 112.44 48.80 14.91 3.20 41143 11144 4780 1391 220
Juuso Haarala Finland 0.2% 0.3% 0.3% 0.8% 1.8% 5.9% 31.1% 487.57 132.78 57.05 17.05 3.22 48657 13178 5605 1605 222
Jan Stoelben Germany 0.2% 0.3% 0.3% 0.8% 1.9% 6.2% 22.9% 449.24 122.46 53.10 16.19 4.37 44824 12146 5210 1519 337
Elia Barp Italy 0.1% 0.1% 0.1% 0.3% 0.7% 2.1% 7.9% 1136.48 312.24 142.40 48.69 12.62 113548 31124 14140 4769 1162
Beda Klee Switzerland 0.1% 0.1% 0.1% 0.3% 0.6% 1.7% 10.8% 1440.84 395.17 178.62 59.83 9.28 143984 39417 17762 5883 828
Thomas Hjalmar Westgård Ireland 0.1% 0.2% 0.2% 0.5% 1.1% 4.1% 68.2% 766.94 208.42 87.22 24.61 1.47 76594 20742 8622 2361 -214
Lucas Bögl Germany 0.1% 0.1% 0.1% 0.4% 0.9% 2.9% 22.1% 1001.65 272.63 116.45 34.35 4.53 100065 27163 11545 3335 353
Markus Vuorela Finland 0.1% 0.1% 0.2% 0.4% 1.1% 3.8% 43.8% 834.19 226.62 94.39 26.37 2.28 83319 22562 9339 2537 128
Remi Bourdin France 0.1% 0.1% 0.1% 0.2% 0.5% 1.6% 9.6% 1661.26 453.09 197.42 60.84 10.47 166026 45209 19642 5984 947
Paolo Ventura Italy 0.1% 0.1% 0.1% 0.2% 0.5% 1.6% 9.7% 1788.39 486.95 208.89 62.19 10.36 178739 48595 20789 6119 936
Janosch Brugger Germany 0.1% 0.1% 0.1% 0.2% 0.4% 1.5% 18.1% 1986.13 540.10 228.23 65.75 5.52 198513 53910 22723 6475 452
Miha Licef Slovenia 0.1% 0.1% 0.1% 0.2% 0.5% 1.9% 13.7% 1898.50 514.78 204.98 52.11 7.30 189750 51378 20398 5111 630
Miha Simenc Slovenia 0.1% 0.1% 0.1% 0.3% 0.6% 2.3% 14.2% 1466.42 398.05 163.20 44.09 7.02 146542 39705 16220 4309 602
Alvar Johannes Alev Estonia 0.1% 0.1% 0.1% 0.3% 0.7% 2.6% 36.6% 1291.13 350.34 142.44 37.80 2.73 129013 34934 14144 3680 173
Spartak Voskanyan Armenia 0.1% 0.1% 0.1% 0.2% 0.6% 2.3% 10.6% 1568.04 425.31 171.10 44.43 9.39 156704 42431 17010 4343 839
Miro Karppanen Finland 0.1% 0.1% 0.1% 0.4% 0.9% 3.3% 29.4% 971.57 263.82 108.95 29.88 3.40 97057 26282 10795 2888 240
Martin Himma Estonia 0.1% 0.1% 0.1% 0.3% 0.8% 3.0% 37.5% 1097.63 297.95 122.22 33.05 2.67 109663 29695 12122 3205 167
Olivier Leveille Canada 0.1% 0.1% 0.1% 0.3% 0.8% 3.1% 18.9% 1061.64 288.20 118.44 32.15 5.30 106064 28720 11744 3115 430
Niko Anttola Finland 0.1% 0.2% 0.2% 0.5% 1.2% 4.1% 35.9% 760.95 206.80 86.58 24.45 2.79 75995 20580 8558 2345 179
Matyas Bauer Czechia 0.1% 0.1% 0.1% 0.3% 0.7% 2.6% 29.3% 1264.02 343.07 140.37 37.75 3.41 126302 34207 13937 3675 241
Hunter Wonders USA 0.1% 0.1% 0.1% 0.2% 0.4% 1.6% 13.3% 1988.96 540.51 226.25 63.86 7.52 198796 53951 22525 6286 652
Max Hollmann Canada 0.1% 0.1% 0.1% 0.3% 0.6% 2.3% 19.7% 1375.77 373.63 154.76 42.72 5.08 137477 37263 15376 4172 408
Veeti Pyykko Finland 0.1% 0.1% 0.1% 0.3% 0.8% 3.0% 25.7% 1116.14 302.96 124.16 33.51 3.89 111514 30196 12316 3251 289
Erik Valnes Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Even Northug Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Håvard Solås Taugbøl Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Cyril Fähndrich Switzerland 0.0% 0.0% 0.1% 0.1% 0.3% 0.9% 5.8% 2747.62 752.26 336.71 110.28 17.30 274662 75126 33571 10928 1630
Ristomatti Hakola Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Andreas Fjorden Ree Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 58.7% 0 0 0 0 1.70 0 0 0 0 -142
Sivert Wiig Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Zak Ketterson USA 0.0% 0.0% 0.1% 0.1% 0.3% 1.1% 9.3% 2826.92 768.68 324.50 93.29 10.77 282592 76768 32350 9229 977
Ville Ahonen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Imanol ROJO GARCIA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Xavier McKeever Canada 0.0% 0.0% 0.0% 0.1% 0.2% 0.7% 15.7% 5080.06 1377.29 545.99 137.55 6.38 507906 137629 54499 13655 538
Seve De Campo Australia 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 8.5% 14408.51 3902.03 1418.45 300.60 11.75 1440751 390103 141745 29960 1075
Tomas Dufek Czechia 0.0% 0.0% 0.0% 0.1% 0.2% 0.8% 9.8% 4405.56 1195.09 482.38 126.11 10.23 440456 119409 48138 12511 923
Jiri Tuz Czechia 0.0% 0.1% 0.1% 0.2% 0.4% 1.5% 11.0% 2249.49 610.43 248.71 66.30 9.08 224849 60943 24771 6530 808
Ike Melnits Finland 0.0% 0.0% 0.0% 0.1% 0.2% 0.7% 0.0% 4338.27 1179.18 495.03 140.61 0 433727 117818 49403 13961 0
Henri Roos Estonia 0.0% 0.1% 0.1% 0.2% 0.4% 1.6% 16.6% 2175.56 590.06 236.95 61.30 6.03 217456 58906 23595 6030 503
Nail Bashmakov Kazakhstan 0.0% 0.0% 0.0% 0.1% 0.2% 1.0% 14.1% 4235.41 1147.48 437.99 102.22 7.11 423441 114648 43699 10122 611
Michael Earnhart USA 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 3.1% 11293.61 3063.14 1231.10 319.01 32.28 1129261 306214 123010 31801 3128
Måns Skoglund Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Emil Liekari Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Mikayel Mikayelyan Armenia 0.0% 0.1% 0.1% 0.2% 0.4% 1.5% 12.8% 2416.24 655.20 261.45 66.76 7.79 241524 65420 26045 6576 679
Albert Kuchler Germany 0.0% 0.0% 0.0% 0.0% 0.1% 0.3% 7.1% 12207.88 3311.65 1337.20 349.87 14.03 1220688 331065 133620 34887 1303
Simeon Deyanov Bulgaria 0.0% 0.0% 0.0% 0.1% 0.2% 0.8% 15.5% 5058.90 1370.44 518.27 118.75 6.44 505790 136944 51727 11775 544
Gustav Kvarnbrink Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Alexander Ståhlberg Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Juuso Varis Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Ralf Kivil Estonia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Yernar Nursbekov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Sandijs Suhanovs Latvia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Dmytro Romanchenko Ukraine 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Dmytro Drahun Ukraine 0.0% 0.0% 0.0% 0.1% 0.2% 0.8% 10.6% 5075.77 1375 519.91 119.08 9.46 507477 137400 51891 11808 846
Andrej Renda Slovakia 0.0% 0.0% 0.0% 0.1% 0.3% 1.1% 10.3% 3642.60 986.98 379.70 90.02 9.74 364160 98598 37870 8902 874
Bentley Walker-Broose Australia 0.0% 0.0% 0.0% 0.1% 0.2% 0.8% 10.5% 5554.77 1504.69 566.29 128.50 9.55 555377 150369 56529 12750 855
Adam Büki Hungary 0.0% 0.0% 0.0% 0.1% 0.2% 0.9% 9.0% 4650.35 1259.83 478.53 110.60 11.08 464935 125883 47753 10960 1008
Vladislav Kovalyov Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 6.2% 10660.95 2887.42 1066.75 233.37 16.15 1065995 288642 106575 23237 1515
Adam Konya Hungary 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 5.8% 12673.61 3432.32 1255.96 269.64 17.34 1267261 343132 125496 26864 1634
Olzhas Klimin Kazakhstan 0.0% 0.0% 0.0% 0.1% 0.2% 1.0% 9.9% 4357.90 1180.64 449.98 104.70 10.05 435690 117964 44898 10370 905
Lauris Kaparkalejs Latvia 0.0% 0.1% 0.1% 0.2% 0.5% 1.8% 9.6% 2023.25 548.55 217.69 54.96 10.37 202225 54755 21669 5396 937
Eero Rantala Finland 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 2.9% 8386.11 2278.10 947.78 264.07 34.33 838511 227710 94678 26307 3333
Adam Fellner Czechia 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 4.9% 7610.96 2064.42 831.17 216.17 20.40 760996 206342 83017 21517 1940
Wiljam Mattila Finland 0.0% 0.0% 0.0% 0.1% 0.2% 0.8% 6.7% 4006.82 1087.62 445.96 120.48 14.85 400582 108662 44496 11948 1385
Jan-Friedrich Doerks Germany 0.0% 0.0% 0.0% 0.1% 0.2% 0.9% 3.5% 3556.11 966.70 406.57 115.94 28.39 355511 96570 40557 11494 2739
Mathis Desloges France 0.0% 0.0% 0.0% 0.1% 0.2% 0.7% 6.8% 4617.61 1255.65 530.36 152.65 14.70 461661 125465 52936 15165 1370
Truls Gisselman Sweden 0.0% 0.0% 0.0% 0.1% 0.2% 0.8% 3.9% 3491.30 951.94 413.73 126.80 25.45 349030 95094 41273 12580 2445
Raimo Vigants Latvia 0.0% 0.1% 0.1% 0.2% 0.4% 1.8% 11.0% 2104.93 570.67 225.99 56.81 9.06 210393 56967 22499 5581 806
OskarOpstad Vike Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Lauri Mannila Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Johan Ekberg Sweden 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Aleksi Parttimaa Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 26.8% 0 0 0 0 3.73 0 0 0 0 273

Ladies

Skier Nation Win_Prob Second_Prob Third_Prob Top3_Prob Top5_Prob Top10_Prob Top30_Prob Win_Decimal Top3_Decimal Top5_Decimal Top10_Decimal Top30_Decimal Win_American Top3_American Top5_American Top10_American Top30_American
Therese Johaug Norway 19.5% 15.0% 11.3% 45.9% 66.2% 84.4% 98.2% 5.12 2.18 1.51 1.18 1.02 412 118 -195 -542 -5592
Jessie Diggins USA 16.9% 13.9% 11.0% 41.8% 62.3% 82.2% 95.5% 5.91 2.39 1.61 1.22 1.05 491 139 -165 -462 -2105
Heidi Weng Norway 8.5% 8.6% 8.2% 25.3% 44.0% 69.5% 95.4% 11.72 3.95 2.27 1.44 1.05 1072 295 127 -227 -2068
Ebba Andersson Sweden 7.7% 7.9% 7.7% 23.2% 41.3% 67.2% 95.5% 13.05 4.30 2.42 1.49 1.05 1205 330 142 -205 -2136
Rosie Brennan USA 5.2% 5.7% 5.9% 16.8% 32.2% 58.5% 92.8% 19.23 5.95 3.11 1.71 1.08 1823 495 211 -141 -1294
Frida Karlsson Sweden 4.3% 4.6% 4.8% 13.8% 25.9% 45.8% 72.6% 23.13 7.26 3.86 2.19 1.38 2213 626 286 119 -265
Victoria Carl Germany 4.1% 4.5% 4.9% 13.5% 27.0% 52.7% 92.1% 24.64 7.40 3.70 1.90 1.09 2364 640 270 -111 -1161
Kerttu Niskanen Finland 4.0% 4.5% 4.9% 13.3% 26.7% 52.3% 92.7% 25.04 7.51 3.74 1.91 1.08 2404 651 274 -110 -1271
Delphine Claudel France 3.4% 3.9% 4.3% 11.5% 23.7% 48.5% 65.3% 29.44 8.68 4.21 2.06 1.53 2844 768 321 106 -188
Teresa Stadlober Austria 2.6% 3.0% 3.4% 8.9% 19.2% 42.2% 92.6% 38.83 11.18 5.21 2.37 1.08 3783 1018 421 137 -1258
Krista Pärmäkoski Finland 2.3% 2.7% 3.1% 8.2% 17.8% 40.1% 90.3% 42.67 12.21 5.61 2.50 1.11 4167 1121 461 150 -932
Katharina Hennig Germany 1.9% 2.2% 2.5% 6.7% 14.3% 31.6% 70.7% 52.17 15.01 6.98 3.17 1.41 5117 1401 598 217 -242
Sophia Laukli USA 1.8% 2.1% 2.5% 6.4% 14.5% 34.6% 68.1% 55.14 15.54 6.91 2.89 1.47 5414 1454 591 189 -213
Flora Dolci France 1.8% 2.1% 2.5% 6.4% 14.4% 34.5% 61.4% 55.41 15.61 6.94 2.90 1.63 5441 1461 594 190 -159
Lotta Udnes Weng Norway 1.6% 1.9% 2.2% 5.6% 12.8% 31.5% 82.4% 64.03 17.91 7.82 3.17 1.21 6303 1691 682 217 -469
Astrid Øyre Slind Norway 1.3% 1.6% 1.8% 4.7% 11.1% 28.3% 93.0% 75.99 21.10 9.04 3.54 1.08 7499 2010 804 254 -1330
Jonna Sundling Sweden 1.0% 1.1% 1.3% 3.4% 7.6% 17.4% 41.7% 102.28 29.09 13.21 5.75 2.40 10128 2809 1221 475 140
Moa Ilar Sweden 1.0% 1.2% 1.4% 3.5% 8.4% 22.9% 78.7% 103.82 28.52 11.84 4.37 1.27 10282 2752 1084 337 -369
Silje Theodorsen Norway 1.0% 1.2% 1.4% 3.7% 8.8% 23.7% 68.0% 98.69 27.15 11.33 4.22 1.47 9769 2615 1033 322 -212
Nadine Fähndrich Switzerland 0.9% 1.1% 1.3% 3.3% 7.9% 21.7% 73.3% 111.57 30.59 12.61 4.60 1.36 11057 2959 1161 360 -274
Maja Dahlqvist Sweden 0.7% 0.8% 1.0% 2.5% 6.2% 17.8% 60.7% 146.39 39.88 16.04 5.60 1.65 14539 3888 1504 460 -154
Kristin Austgulen Fosnæs Norway 0.5% 0.7% 0.8% 2.0% 5.1% 15.1% 76.7% 181.83 49.33 19.48 6.60 1.30 18083 4833 1848 560 -328
Pia Fink Germany 0.5% 0.6% 0.7% 1.7% 4.1% 11.0% 34.9% 209.81 57.78 24.17 9.05 2.86 20881 5678 2317 805 186
Emma Ribom Sweden 0.4% 0.4% 0.5% 1.3% 3.0% 7.8% 23.4% 277.01 76.88 32.91 12.85 4.27 27601 7588 3191 1185 327
Katerina Janatova Czechia 0.4% 0.5% 0.6% 1.5% 3.7% 10.7% 44.1% 247.51 67.35 26.97 9.35 2.27 24651 6635 2597 835 127
Sofie Krehl Germany 0.4% 0.5% 0.6% 1.6% 4.1% 12.4% 55.6% 234.89 63.49 24.57 8.06 1.80 23389 6249 2357 706 -125
Eveliina Piippo Finland 0.4% 0.5% 0.6% 1.5% 3.9% 12.0% 52.1% 245.99 66.45 25.63 8.36 1.92 24499 6545 2463 736 -109
Julia Kern USA 0.3% 0.4% 0.5% 1.2% 3.2% 9.4% 21.6% 295.11 80.03 31.53 10.65 4.64 29411 7903 3053 965 364
Johanna Matintalo Finland 0.3% 0.3% 0.4% 1.0% 2.8% 8.9% 79.0% 354.07 95.28 35.79 11.23 1.27 35307 9428 3479 1023 -375
Kathrine Stewart-Jones Canada 0.3% 0.4% 0.5% 1.2% 3.1% 9.6% 45.2% 321.03 86.46 32.70 10.36 2.21 32003 8546 3170 936 121
Nora Sanness Norway 0.3% 0.3% 0.4% 1.0% 2.7% 8.7% 43.7% 361.73 97.32 36.50 11.43 2.29 36073 9632 3550 1043 129
Helen Hoffmann Germany 0.3% 0.3% 0.4% 1.0% 2.7% 8.6% 44.1% 367.32 98.81 37.02 11.57 2.27 36632 9781 3602 1057 127
Francesca Franchi Italy 0.3% 0.4% 0.5% 1.1% 3.0% 9.6% 33.8% 324.32 87.34 33.01 10.45 2.96 32332 8634 3201 945 196
Linn Svahn Sweden 0.2% 0.2% 0.3% 0.7% 1.6% 4.2% 15.1% 538.99 148.70 62.56 23.67 6.63 53799 14770 6156 2267 563
Anne Kyllönen Finland 0.2% 0.2% 0.3% 0.7% 1.9% 6.4% 62.0% 524.24 140.67 51.45 15.57 1.61 52324 13967 5045 1457 -163
Lisa Lohmann Germany 0.2% 0.2% 0.3% 0.7% 1.9% 6.3% 45.4% 539.36 144.71 52.83 15.95 2.20 53836 14371 5183 1495 120
Jasmin Kähärä Finland 0.2% 0.2% 0.2% 0.6% 1.6% 5.3% 50.8% 658.29 176.43 63.59 18.89 1.97 65729 17543 6259 1789 -103
Nadja Kälin Switzerland 0.2% 0.2% 0.3% 0.7% 1.9% 6.3% 47.1% 534.67 143.46 52.40 15.83 2.12 53367 14246 5140 1483 112
Juliette Ducordeau France 0.2% 0.2% 0.3% 0.7% 1.8% 5.8% 21.3% 550.63 148.12 55.48 17.34 4.69 54963 14712 5448 1634 369
Emmi Lämsä Finland 0.2% 0.2% 0.3% 0.7% 1.8% 6.1% 31.1% 556.20 149.20 54.36 16.37 3.22 55520 14820 5336 1537 222
Teesi Tuul Estonia 0.2% 0.2% 0.2% 0.6% 1.6% 5.5% 23.0% 633.73 169.88 61.38 18.29 4.34 63273 16888 6038 1729 334
Eva Urevc Slovenia 0.2% 0.3% 0.4% 0.9% 2.5% 7.9% 31.4% 407.04 109.41 40.70 12.60 3.19 40604 10841 3970 1160 219
Fanny Kukonlehto Finland 0.2% 0.2% 0.2% 0.6% 1.7% 5.7% 31.6% 602.45 161.54 58.55 17.52 3.16 60145 16054 5755 1652 216
Anastasiia Nikon Ukraine 0.2% 0.2% 0.3% 0.6% 1.7% 5.8% 18.8% 588.83 157.90 57.32 17.18 5.32 58783 15690 5632 1618 432
Johanna Hagström Sweden 0.1% 0.1% 0.1% 0.3% 0.8% 2.8% 25.4% 1402.68 375 129.03 36.35 3.93 140168 37400 12803 3535 293
Caterina Ganz Italy 0.1% 0.2% 0.2% 0.5% 1.4% 4.5% 36.1% 736.85 197.91 73.10 22.41 2.77 73585 19691 7210 2141 177
Desiree Steiner Switzerland 0.1% 0.1% 0.1% 0.2% 0.6% 1.9% 12.3% 1883.16 504.57 181.12 53.53 8.13 188216 50357 18012 5253 713
Katherine Sauerbrey Germany 0.1% 0.1% 0.1% 0.2% 0.6% 2.1% 19.3% 1554.07 417.55 154.73 47.65 5.17 155307 41655 15373 4665 417
Melissa Gal France 0.1% 0.1% 0.1% 0.3% 0.8% 2.7% 18.9% 1217.71 326.87 120.02 36.50 5.30 121671 32587 11902 3550 430
Anja Weber Switzerland 0.1% 0.1% 0.2% 0.4% 1.1% 3.7% 32.9% 920.17 246.81 89.83 27.01 3.04 91917 24581 8883 2601 204
Anna Comarella Italy 0.1% 0.1% 0.1% 0.2% 0.6% 2.0% 15.2% 1768.20 473.90 170.79 50.73 6.60 176720 47290 16979 4973 560
Nicole Monsorno Italy 0.1% 0.2% 0.2% 0.5% 1.5% 5.0% 28.2% 697.69 186.94 67.13 19.85 3.55 69669 18594 6613 1885 255
Anja Mandeljc Slovenia 0.1% 0.2% 0.2% 0.5% 1.4% 4.8% 25.7% 704.03 188.90 69.03 20.87 3.89 70303 18790 6803 1987 289
Liliane Gagnon Canada 0.1% 0.2% 0.2% 0.5% 1.5% 4.9% 21.9% 680.70 182.68 66.90 20.28 4.57 67970 18168 6590 1928 357
Haley Brewster USA 0.1% 0.1% 0.1% 0.2% 0.6% 1.9% 5.6% 1721.76 462.84 172.35 53.42 17.89 172076 46184 17135 5242 1689
Sydney Palmer-Leger USA 0.1% 0.1% 0.2% 0.4% 1.0% 3.3% 10.5% 967.27 260.18 97.40 30.41 9.49 96627 25918 9640 2941 849
Katya Galstyan Armenia 0.1% 0.1% 0.1% 0.2% 0.6% 2.3% 9.8% 1730.34 462.41 157.14 43.70 10.19 172934 46141 15614 4270 919
Rosie Fordham Australia 0.1% 0.2% 0.2% 0.5% 1.5% 5.1% 22.8% 682.58 182.91 65.77 19.48 4.38 68158 18191 6477 1848 338
Angelina Shuryga Kazakhstan 0.1% 0.1% 0.1% 0.3% 0.8% 2.8% 11.9% 1374.71 367.54 126.61 35.71 8.40 137371 36654 12561 3471 740
Darya Ryazhko Kazakhstan 0.1% 0.1% 0.1% 0.3% 0.8% 2.9% 11.3% 1298.16 347.12 119.99 33.97 8.86 129716 34612 11899 3297 786
Anni Alakoski Finland 0.1% 0.2% 0.2% 0.6% 1.5% 5.2% 36.3% 676.72 181.35 65.25 19.34 2.76 67572 18035 6425 1834 176
Viktoriya Olekh Ukraine 0.1% 0.1% 0.1% 0.2% 0.6% 2.3% 7.8% 1752.32 468.27 159.01 44.19 12.80 175132 46727 15801 4319 1180
Vilma Nissinen Finland 0.1% 0.1% 0.2% 0.4% 1.1% 3.7% 49.4% 1000.39 267.69 94 27.08 2.02 99939 26669 9300 2608 102
Kitija Auzina Latvia 0.1% 0.1% 0.1% 0.3% 1.0% 3.5% 12.2% 1075.45 287.71 100.58 28.83 8.22 107445 28671 9958 2783 722
Tiril Udnes Weng Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Laura Gimmler Germany 0.0% 0.0% 0.0% 0.1% 0.3% 1.0% 12.0% 3318.42 890.14 324.26 97.62 8.34 331742 88914 32326 9662 734
Jasmi Joensuu Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Hedda Østberg Amundsen Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Coletta Rydzek Germany 0.0% 0.0% 0.0% 0.1% 0.2% 0.6% 5.1% 5624.83 1508.58 548.56 164.76 19.70 562383 150758 54756 16376 1870
Katri Lylynperä Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Ane Appelkvist Stenseth Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Anna Svendsen Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Tiia Olkkonen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Julie Myhre Norway 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Märta Rosenberg Sweden 0.0% 0.0% 0.0% 0.1% 0.2% 0.6% 5.5% 6012.24 1611.93 583.62 174.35 18.12 601124 161093 58262 17335 1712
Amanda Saari Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Barbora Antosova Czechia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Barbora Havlickova Czechia 0.0% 0.1% 0.1% 0.2% 0.5% 1.6% 11.3% 2249.16 602.17 213.59 62.24 8.84 224816 60117 21259 6124 784
Kamila YELGAZINOVA 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Oona Kettunen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 29.3% 0 0 0 0 3.42 0 0 0 0 242
Elsa Torvinen Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Yelizaveta Nopriienko Ukraine 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0
Nora Kytäjä Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 33.6% 0 0 0 0 2.98 0 0 0 0 198
Kseniya Shalygina Kazakhstan 0.0% 0.0% 0.0% 0.0% 0.1% 0.5% 3.7% 7822.73 2088.81 685.31 184.09 26.81 782173 208781 68431 18309 2581
Alayna Sonnesyn USA 0.0% 0.0% 0.0% 0.0% 0.1% 0.4% 2.8% 9581.64 2561.83 883.27 249.38 36.05 958064 256083 88227 24838 3505
Nadezhda Stepashkina Kazakhstan 0.0% 0.0% 0.1% 0.1% 0.4% 1.4% 5.0% 2845.78 760.37 256.94 71.04 20.11 284478 75937 25594 7004 1911
Ella-Noora Haapalehto Finland 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0 0 0 0 0 0 0

Fantasy Team

Skier sex Nation Price Total_Points Avg_Volatility
Jonna Sundling f Sweden 11536 184.51 18.00
Kerttu Niskanen f Finland 9183 176.43 18.96
Ebba Andersson f Sweden 7994 140.95 17.40
Krista Pärmäkoski f Finland 4296 147.79 22.79
Teresa Stadlober f Austria 3572 125.56 12.75
Astrid Øyre Slind f Norway 3567 114.23 24.08
Johanna Matintalo f Finland 2345 135.86 20.04
Laura Gimmler f Germany 1441 89.22 19.66
Johannes Høsflot Klæbo m Norway 15622 249.81 18.46
Harald Østberg Amundsen m Norway 13062 193.96 20.68
Iivo Niskanen m Finland 6307 142.55 20.93
Martin Løwstrøm Nyenget m Norway 6266 148.29 18.19
Federico Pellegrino m Italy 5882 130.25 23.62
Simen Hegstad Krüger m Norway 5515 122.68 29.10
Antoine Cyr m Canada 2783 112.96 19.87
Emil Iversen m Norway 610 100.42 29.82
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