Rider Type · Data-Derived
All-Rounder
No obvious weakness. Adapts to gradient and distance without big performance swings.
Over 13 rides and 90 segment results in 2026, Elena D averaged in the top 9% of the field, with a −2 percentile points from the opening segments to the late-ride segments.
Over 13 rides and 90 segment results in 2026, Elena D averaged in the top 9% 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 9% avg →
Late (S07+): top 10% avg ·
Swing: −2 percentile points
Performance by Segment Type
By Distance
<0.4km (n=27 · 257W avg)
Top 9%
0.4–0.8km (n=33 · 232W avg)
Top 9%
>0.8km (n=30 · 207W avg)
Top 10%
By Gradient
<6% flat (n=27 · 217W avg)
Top 9%
6–10% mod (n=36 · 230W avg)
Top 9%
10–13% steep (n=21 · 242W avg)
Top 10%
>13% wall (n=5 · 248W avg)
Top 9%
Effort Profile
Punchy <0.45km ≥9% (n=17)
Top 10%
Threshold ≥0.7km ≥5% (n=27)
Top 10%
Peak Performances — Best 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 3/62 | Last climb out of Rancho | 0.33 km | 3.7% |
| 4/78 | La Barranca Rd | 0.22 km | 7.7% |
| 4/78 | Black Mtn Rd. | 0.83 km | 5.6% |
| 3/56 | De Bell (Egan official) | 0.31 km | 7.9% |
| 3/56 | St Francis Rd | 0.92 km | 3.7% |
Toughest Moments — Worst 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 12/62 | La Cresta - full length | 1.64 km | 5.0% |
| 11/66 | Stonebrook to Prospect | 0.47 km | 5.5% |
| 10/61 | Border Hill | 0.53 km | 8.3% |
| 10/62 | Blandor to end of Olive Tree | 1.06 km | — |
| 9/57 | Loyola with Berkshire sidetrip | 1.29 km | 5.5% |
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: flat/rolling (<6%) at top 9%.
🎯
Development Area
Sharpening the best segments into consistent top-10 finishes. Currently 98% 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.