Rider Type · Data-Derived
All-Rounder
No obvious weakness. Adapts to gradient and distance without big performance swings.
Over 23 rides and 170 segment results in 2026, Jack Lund averaged in the top 14% of the field, with a −4 percentile points from the opening segments to the late-ride segments.
Over 23 rides and 170 segment results in 2026, Jack Lund averaged in the top 14% of the field, with a −4 percentile points from the opening segments to the late-ride segments.
Fatigue Pattern — Field Percentile by Segment Position
Average field percentile per segment slot (lower = better; bar height = how far back)
Opening (S01–S02): top 12% avg →
Late (S07+): top 16% avg ·
Swing: −4 percentile points
Performance by Segment Type
By Distance
<0.4km (n=53 · 529W avg)
Top 14%
0.4–0.8km (n=67 · 431W avg)
Top 14%
>0.8km (n=50 · 377W avg)
Top 14%
By Gradient
<6% flat (n=32 · 427W avg)
Top 15%
6–10% mod (n=77 · 437W avg)
Top 13%
10–13% steep (n=48 · 465W avg)
Top 15%
>13% wall (n=12 · 457W avg)
Top 13%
Effort Profile
Punchy <0.45km ≥9% (n=39)
Top 12%
Threshold ≥0.7km ≥5% (n=48)
Top 14%
Peak Performances — Best 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 2/63 | Magdalena: Frampton_to_Stonebrook | 0.63 km | 6.6% |
| 3/77 | O'Keefe summitage | 0.41 km | 6.6% |
| 3/62 | Last climb out of Rancho | 0.33 km | 3.7% |
| 3/61 | Moody - New "Official" | 0.8 km | 11.1% |
| 3/61 | Quinhill from University (Egan Official) | 0.31 km | 12.0% |
Toughest Moments — Worst 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 41/48 | Lindy to the tippy-top of Canyon View | 0.82 km | 12.5% |
| 50/62 | Foothills Park Vista Point (Egan Official) | 0.96 km | 7.6% |
| 44/55 | Mora: Trail of Tribulation | 0.69 km | 10.4% |
| 37/62 | Quinnhill from Summerhill | 0.35 km | 7.5% |
| 30/51 | Byrne Park - Deer Springs | 0.56 km | 3.9% |
What the Data Suggests
💪
Strengths to Protect
Remarkable consistency — no single segment type is a weakness. Consistent across all segment types with less than 5 percentile points separating any category. That adaptability is rare: most riders have a clear Achilles heel that good routes can exploit. Best gradient: wall-steep (>13%) at top 13%.
🎯
Development Area
Sharpening the best segments into consistent top-10 finishes. Currently 81% top-10 rate — the consistency is there, the peak isn't yet. High-intensity work (VO2max, 30/30s) would push best efforts into the front group.
📊
The Real Enemy
One outlier ride is doing outsized damage. One note: Ride 26 looks like a major outlier — averaging top 53% vs your season norm of top 14%. A single bad day (mechanical, illness, off route) is pulling down the headline numbers. Excluding that ride, the data looks considerably cleaner. Beyond that: absolute power level. The consistency is built — now it needs a higher ceiling.
Pack Battle — Rivals Within 15 Seconds
Same-gender riders finishing within 15 s of Jack across multiple rides (≥2 encounters).
🏴
Nemesis
Adam Beliveau
1–2 in 3 encounters · 33% wins
⚔️
Rival
Phillip Maier
1–1 in 2 encounters · 50% wins
| Rider | Encounters | Jack record | Win % |
|---|---|---|---|
| 🏴 Adam Beliveau | 3 | 1–2 | 33% |
| ⚔️ Phillip Maier | 2 | 1–1 | 50% |