Rider Type · Data-Derived
All-Rounder
No obvious weakness. Adapts to gradient and distance without big performance swings.
Over 12 rides and 113 segment results in 2026, Lace Co Ting Keh averaged in the top 17% of the field, with a −2 percentile points from the opening segments to the late-ride segments.
Over 12 rides and 113 segment results in 2026, Lace Co Ting Keh averaged in the top 17% of the field, with a −2 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 15% avg →
Late (S07+): top 17% avg ·
Swing: −2 percentile points
Performance by Segment Type
By Distance
<0.4km (n=35 · 224W avg)
Top 16%
0.4–0.8km (n=48 · 191W avg)
Top 17%
>0.8km (n=30 · 176W avg)
Top 17%
By Gradient
<6% flat (n=26 · 175W avg)
Top 18%
6–10% mod (n=40 · 187W avg)
Top 17%
10–13% steep (n=37 · 223W avg)
Top 16%
>13% wall (n=10 · 216W avg)
Top 15%
Effort Profile
Punchy <0.45km ≥9% (n=27)
Top 16%
Threshold ≥0.7km ≥5% (n=28)
Top 17%
Peak Performances — Best 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 5/58 | Duval Way outbound | 0.33 km | 4.4% |
| 10/100 | Taaffe from Dezahara (Egan Official) | 0.43 km | 8.9% |
| 6/59 | Los Trancos (Egan Official) | 0.38 km | 11.8% |
| 6/57 | Quinhill from University (Egan Official) | 0.31 km | 12.0% |
| 10/90 | Prospect hill repeat | 0.59 km | 5.8% |
Toughest Moments — Worst 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 13/54 | Matadero Creek Ln Climb from Bottom | 0.26 km | 10.3% |
| 13/54 | Story Hill Ln | 0.33 km | 10.3% |
| 14/59 | O'Keefe summitage | 0.41 km | 6.6% |
| 14/59 | Ravensbury | 0.94 km | 4.9% |
| 14/59 | Vineyard/Redwood | 0.64 km | 4.3% |
What the Data Suggests
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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 15%.
🎯
Development Area
Sharpening the best segments into consistent top-10 finishes. Currently 66% 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.