2026 Season · Rider Profiles
📊 Data Science · Egan 2026 · Rider Analysis

Rider Profiles.

Data-derived rider types for everyone who completed 10+ rides in 2026.
Click any card to see their full breakdown.

64
Riders profiled
17
Puncheurs ⚡
11
Diesel/Rouleur 🔋
10
Pure Climbers ⛰️
7
Sprinters 💨
19
All-Rounders 🎯
🔍
⚡
Puncheur
Short, steep, explosive — best when fresh.
17
David Remahl
Top 22% 20 rides · 178 segs
Top-10: 40% Fade: −15pts
Martin W
Top 33% 10 rides · 96 segs
Top-10: 10% Consistent
Scott Wainner
Top 36% 13 rides · 72 segs
Top-10: 24% Fade: −29pts
Alex Loo
Top 43% 16 rides · 150 segs
Top-10: 3% Fade: −10pts
James Robinson
Top 44% 18 rides · 165 segs
Top-10: 0% Fade: −6pts
Brian Tam
Top 48% 10 rides · 93 segs
Top-10: 0% Fade: −16pts
Nikhil Sharma
Top 55% 10 rides · 69 segs
Top-10: 10% Consistent
Thomas U
Top 55% 21 rides · 196 segs
Top-10: 2% Fade: −10pts
Robert Ragno
Top 58% 13 rides · 129 segs
Top-10: 2% Fade: −6pts
Sean Rowe
Top 62% 16 rides · 151 segs
Top-10: 0% Fade: −6pts
Kelvin Tam
Top 64% 13 rides · 116 segs
Top-10: 0% Consistent
Tony Sarathchandra
Top 66% 13 rides · 124 segs
Top-10: 0% Consistent
Claude Luu
Top 66% 21 rides · 199 segs
Top-10: 1% Fade: −23pts
vasu majeti
Top 80% 10 rides · 82 segs
Top-10: 0% Fade: −7pts
Mike C
Top 83% 13 rides · 124 segs
Top-10: 0% Consistent
Jean-Michel Thiers
Top 84% 15 rides · 143 segs
Top-10: 0% Fade: −21pts
Choon Chng
Top 92% 14 rides · 123 segs
Top-10: 0% Fade: −11pts
🔋
Diesel / Rouleur
Consistent engine — keeps firing deep into the ride.
11
Wil Gibb
Top 13% 11 rides · 41 segs
Top-10: 90% Consistent
Kevin Kauffman
Top 22% 14 rides · 124 segs
Top-10: 42% Consistent
Hoss Hayati
Top 24% 11 rides · 90 segs
Top-10: 52% Consistent
Dirk Bergstrom
Top 31% 14 rides · 131 segs
Top-10: 9% Consistent
Ghislain Gackiere
Top 38% 13 rides · 125 segs
Top-10: 2% Consistent
Jerome S
Top 39% 11 rides · 105 segs
Top-10: 10% Consistent
Whitman Kwok
Top 46% 10 rides · 86 segs
Top-10: 0% Consistent
Allen I
Top 47% 21 rides · 199 segs
Top-10: 7% Consistent
Jim Palmer
Top 57% 20 rides · 193 segs
Top-10: 1% Consistent
Christoph Zorich
Top 69% 13 rides · 122 segs
Top-10: 0% Consistent
Jonathan Lewis
Top 70% 16 rides · 154 segs
Top-10: 0% Consistent
⛰️
Pure Climber
Thrives on sustained gradient. W/kg is the weapon.
10
Phillip Maier
Top 10% 16 rides · 111 segs
Top-10: 92% Consistent
Matin Massoudi
Top 12% 17 rides · 78 segs
Top-10: 91% Consistent
Ryan Peck
Top 20% 10 rides · 70 segs
Top-10: 63% Fade: −6pts
Adam Beliveau
Top 24% 14 rides · 97 segs
Top-10: 60% Consistent
Matt Bierbaum
Top 37% 20 rides · 190 segs
Top-10: 7% Consistent
Kenny Ke
Top 46% 12 rides · 113 segs
Top-10: 1% Consistent
Patrick Burke
Top 46% 10 rides · 91 segs
Top-10: 3% Fade: −5pts
Rhodes walton
Top 48% 16 rides · 149 segs
Top-10: 1% Fade: −6pts
Michael Muhler
Top 54% 12 rides · 113 segs
Top-10: 0% Consistent
Karl Frerichs
Top 64% 13 rides · 128 segs
Top-10: 1% Consistent
💨
Sprinter
High-end speed on flat terrain. Speed over gradient.
7
Ryan Fisher
Top 30% 12 rides · 116 segs
Top-10: 7% Consistent
Andrew Y
Top 46% 10 rides · 97 segs
Top-10: 1% Fade: −6pts
Harold Reimer
Top 59% 18 rides · 131 segs
Top-10: 10% Fade: −7pts
Alexandre Lenart
Top 64% 13 rides · 131 segs
Top-10: 1% Fade: −6pts
daniel yang
Top 70% 16 rides · 149 segs
Top-10: 0% Consistent
Kevin Eck
Top 73% 12 rides · 103 segs
Top-10: 0% Consistent
Rasmus Pil
Top 78% 11 rides · 93 segs
Top-10: 0% Consistent
🎯
All-Rounder
No obvious weakness. Adapts to any terrain.
19
Haley Holan
Top 8% 11 rides · 58 segs
Top-10: 100% Consistent
Katie Monaghan
Top 8% 15 rides · 41 segs
Top-10: 100% Consistent
Donald Hersam
Top 8% 10 rides · 29 segs
Top-10: 97% Consistent
Sarah Boucher
Top 8% 14 rides · 75 segs
Top-10: 100% Consistent
Elena D
Top 9% 11 rides · 75 segs
Top-10: 99% Consistent
Laura Formosa
Top 10% 12 rides · 63 segs
Top-10: 92% Consistent
Jack Lund
Top 13% 19 rides · 143 segs
Top-10: 83% Consistent
Robin Betz
Top 14% 11 rides · 77 segs
Top-10: 74% Consistent
Melissa McCall
Top 15% 12 rides · 112 segs
Top-10: 73% Consistent
Hannon Ayer
Top 15% 18 rides · 153 segs
Top-10: 71% Consistent
Francesca Li
Top 15% 17 rides · 152 segs
Top-10: 61% Consistent
Sam Moskal
Top 16% 11 rides · 90 segs
Top-10: 68% Consistent
Lace Co Ting Keh
Top 17% 11 rides · 101 segs
Top-10: 63% Consistent
Charlie Stahl
Top 19% 11 rides · 105 segs
Top-10: 52% Consistent
Clay Wilderman
Top 51% 14 rides · 132 segs
Top-10: 2% Fade: −6pts
⭐ Christophe Testi 🇫🇷 🇺🇸
Top 59% 11 rides · 105 segs
Top-10: 0% Fade: −9pts
Sam Lee
Top 63% 12 rides · 117 segs
Top-10: 1% Fade: −11pts
Mike K8o
Top 72% 12 rides · 107 segs
Top-10: 0% Consistent
Sai Kiran Gorthi
Top 92% 11 rides · 91 segs
Top-10: 0% Consistent