Rider Type · Data-Derived
All-Rounder
No obvious weakness. Adapts to gradient and distance without big performance swings.
Over 20 rides and 196 segment results in 2025, Allen I averaged in the top 54% of the field, with a +8 percentile points (improves!) from the opening segments to the late-ride segments.
Over 20 rides and 196 segment results in 2025, Allen I averaged in the top 54% of the field, with a +8 percentile points (improves!) 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 59% avg →
Late (S07+): top 51% avg ·
Swing: +8 percentile points (improves!)
Performance by Segment Type
By Distance
<0.4km (n=87)
Top 53%
0.4–0.8km (n=69)
Top 55%
>0.8km (n=40)
Top 53%
By Gradient
<6% flat (n=36)
Top 53%
6–10% mod (n=91)
Top 53%
10–13% steep (n=57)
Top 55%
>13% wall (n=11)
Top 53%
Effort Profile
Punchy <0.45km ≥9% (n=52)
Top 54%
Threshold ≥0.7km ≥5% (n=42)
Top 54%
Peak Performances — Best 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 10/71 | Bandera Dr (Egan Official) | 0.31 km | 10.8% |
| 11/66 | Highlands Circle (east) | 0.33 km | 10.6% |
| 10/56 | Oak Park Court (steep bit) | 0.22 km | 14.3% |
| 12/65 | Black Mtn Rd. | 0.83 km | 5.6% |
| 16/85 | Mora Glen Drive climb maximus | 0.41 km | 9.0% |
Toughest Moments — Worst 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 65/66 | Quinhill from University (Egan Official) | 0.31 km | 12.0% |
| 53/54 | Prospect hill repeat | 0.59 km | 5.8% |
| 51/52 | Comer (Egan Official) Bridge to Stop Sign | 0.69 km | 9.5% |
| 80/82 | Golden Oak - Sausal to top | 1.02 km | 6.6% |
| 64/66 | Andover Way | 0.2 km | 10.4% |
What the Data Suggests
💪
Strengths to Protect
Remarkable consistency — no single segment type is a weakness. Top 51% late in rides vs top 59% early — you warm into efforts rather than fade. That adaptability is rare: most riders have a clear Achilles heel that good routes can exploit. Best gradient: wall-steep (>13%) at top 53%.
🎯
Development Area
Sharpening the best segments into consistent top-10 finishes. Currently 1% 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
Absolute power, not profile. The data shows manageable fatigue. The consistency is the foundation. The gap to the front isn't about endurance or the wrong segment type — it's about the power number itself. That's the most direct lever.