Rider Type · Data-Derived
All-Rounder
No obvious weakness. Adapts to gradient and distance without big performance swings.
Over 23 rides and 218 segment results in 2026, Katie Monaghan averaged in the top 4% of the field, with a −1 percentile points from the opening segments to the late-ride segments.
Over 23 rides and 218 segment results in 2026, Katie Monaghan averaged in the top 4% 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 4% avg →
Late (S07+): top 5% avg ·
Swing: −1 percentile points
Performance by Segment Type
By Distance
<0.4km (n=81 · 316W avg)
Top 4%
0.4–0.8km (n=80 · 279W avg)
Top 4%
>0.8km (n=57 · 242W avg)
Top 4%
By Gradient
<6% flat (n=48 · 280W avg)
Top 4%
6–10% mod (n=96 · 277W avg)
Top 4%
10–13% steep (n=56 · 291W avg)
Top 5%
>13% wall (n=17 · 295W avg)
Top 5%
Effort Profile
Punchy <0.45km ≥9% (n=54)
Top 5%
Threshold ≥0.7km ≥5% (n=56)
Top 4%
Peak Performances — Best 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 1/105 | Liddicoat + Stanford | 0.4 km | 10.0% |
| 1/104 | Minoca Climb - from Golden Oak to Cervantes | 0.93 km | 7.0% |
| 1/98 | Golden Oak - Sausal to top | 1.02 km | 6.6% |
| 1/77 | Altamont: Corbetta to Crest (Egan Official) | 0.99 km | 8.1% |
| 1/75 | Golden Oak from Bear Gulch to Peak Ln | 0.77 km | 6.3% |
Toughest Moments — Worst 5 Segments
| Rank | Segment | Distance | Grade |
|---|---|---|---|
| 7/51 | Byrne Park - Deer Springs | 0.56 km | 3.9% |
| 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% |
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: flat/rolling (<6%) at top 4%.
🎯
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.
📊
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.
Season Bookends — Egan 1 vs Egan 28
+3.9%
← fasterslower →
| Segment | Egan 1 Mar 10 | Egan 28 Sep 15 | Δ | |
|---|---|---|---|---|
| S01La Paloma from Westwind | 1:37 | — | — | — |
| S02La Barranca Rd | 53s | — | — | — |
| S03Taaffe from Dezahara (Egan Official) | 1:40 | — | — | — |
| S04Stonebrook from Priscilla | 1:26 | — | — | — |
| S05Dirk's super short hill sprint | 22s | — | — | — |
| S06Quinnhill from Summerhill | 58s | — | — | — |
| S07Madonna Way | 1:39 | — | — | — |
| GCTotal time | 8:35 | 8:15 | ▲ 20s |
Finished the season 20s faster — a 3.9% improvement from Egan 1 to Egan 28.
Pack Battle — Rivals Within 15 Seconds
Same-gender riders finishing within 15 s of Katie across multiple rides (≥2 encounters).
🏴
Nemesis
Laura Formosa
0–2 in 2 encounters · 0% wins
⚔️
Rival
Sarah Boucher
1–1 in 2 encounters · 50% wins
| Rider | Encounters | Katie record | Win % |
|---|---|---|---|
| ⚔️ Sarah Boucher | 2 | 1–1 | 50% |
| 🏴 Laura Formosa | 2 | 0–2 | 0% |