Rider Type · Data-Derived
All-Rounder
No obvious weakness. Adapts to gradient and distance without big performance swings.
Over 15 rides and 41 segment results in 2026, Katie Monaghan averaged in the top 8% of the field, with a −1 percentile points from the opening segments to the late-ride segments.
Over 15 rides and 41 segment results in 2026, Katie Monaghan averaged in the top 8% of the field, with a −1 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 7% avg →
Late (S07+): top 8% avg ·
Swing: −1 percentile points
Performance by Segment Type
By Distance
<0.4km (n=16 · 304W avg)
Top 8%
0.4–0.8km (n=15 · 256W avg)
Top 8%
>0.8km (n=10 · 234W avg)
Top 7%
By Gradient
<6% flat (n=6 · 245W avg)
Top 7%
6–10% mod (n=15 · 259W avg)
Top 8%
10–13% steep (n=14 · 292W avg)
Top 8%
>13% wall (n=5 · 280W avg)
Top 7%
Effort Profile
Punchy <0.45km ≥9% (n=16)
Top 8%
Threshold ≥0.7km ≥5% (n=8)
Top 7%
Peak Performances — Best 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 4/90 | Moody - New "Official" | 0.8 km | 11.1% |
| 5/104 | Portola Valley LKHC #3 Hillbrook | 0.49 km | 10.1% |
| 4/77 | Anacapa - Sir Francis to La Cresta | 0.92 km | 9.1% |
| 4/74 | Boronda View Sprint | 0.6 km | 4.4% |
| 4/63 | Westwind (E side) | 0.18 km | 11.4% |
Toughest Moments — Worst 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 7/54 | Matadero Creek Ln - off Pagemill Rd | 0.23 km | 12.3% |
| 6/48 | Lindy to the tippy-top of Canyon View | 0.82 km | 12.5% |
| 6/55 | Highlands Circle (east) | 0.33 km | 10.6% |
| 6/56 | Arboretum Drive | 0.55 km | 8.7% |
| 6/59 | Mora Glen Drive climb maximus | 0.41 km | 9.0% |
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 7%.
🎯
Development Area
Sharpening the best segments into consistent top-10 finishes. Currently 100% 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.
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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.