Competitive Climbing Performance Analysis - Dashboard
The Insight DataLab - Federico J. Villatoro. PhD
2026-07-06
Advanced Scouting & Performance Analytics: Interactive panel for national climbing federations and head coaches with deep-dive scouting metrics. It integrates longitudinal performance (Large Scale) tracking (V-Rank) with raw Morpho-physiological and Stylistic capabilities, and Detailed Movement Analysis (Meso and Small scales).
Metrics: Features proprietary calculations including the Adaptability Index (consistency) and Clutch Factor (performance under pressure in Finals) all part of the V-Rank Engine.
CONFIDENTIALITY NOTICE: Anthropometrics and Physiological Metrics provided by the Team Head Coach. Patent-pending sports analytics architecture (VStats_Cards, The Insight & Routesetters’ & Panels, V-Rank)
“The Big Picture”
“Zooming In”
| Series | Comps | Finals_Rate | Medals | PB | V-Vel | GKR | POE | Clutch |
|---|---|---|---|---|---|---|---|---|
| European Series | 1 | 1/1 (100%) | 🥇 0 | 🥈 0 | 🥉 0 | 4th | 16.2 | 29/56 (52%) | 16.9 | 0.82 |
| WC Series | 1 | 0/1 (0%) | 🥇 0 | 🥈 0 | 🥉 0 | 31st | 3.8 | 13/55 (24%) | 12.0 | N/A |
| Youth Series | 12 | 9/12 (75%) | 🥇 3 | 🥈 2 | 🥉 0 | 1st | 12.6 | 426/593 (72%) | 7.0 | 0.4 |
| Series | Comps | Finals_Rate | Medals | PB | V-Vel | GKR | POE | Clutch |
|---|---|---|---|---|---|---|---|---|
| WC Series | 1 | 0/1 (0%) | 🥇 0 | 🥈 0 | 🥉 0 | 48th | -7.8 | 12/142 (8%) | -12.1 | N/A |
| Youth Series | 12 | 10/12 (83%) | 🥇 3 | 🥈 1 | 🥉 3 | 1st | 16.1 | 514/815 (63%) | 7.9 | 0.07 |
| Metric Glossary: | ||||||||
| PB (Personal Best): Highest career finish achieved in this competition tier. | ||||||||
| V-Vel (Velocity Rate): Average rating points gained per event (measures raw learning & progression speed). | ||||||||
| GKR (Giant-Killer Ratio): Win percentage against opponents who entered the competition with a higher pre-event rating. | ||||||||
| POE (Adaptability Index): Measures an athlete’s environmental adaptability by calculating how consistently they outperform mathematical rating expectations, adjusted for reliability (σ). | ||||||||
| Clutch (Adjusted Clutch Factor): Measures position movement from Qualifiers to Finals on a -1.0 (choke) to +1.0 (defended lead / maximized headroom) scale. |
Efficiency and Stylistic Results
This section isolates how athletes interact with the specific demands of the Routesetting. The radar maps their raw efficiency, combining success rates with attempt counts on a 0-25 scale. The Stylistic V-Rank below then applies those stylistic metrics to their baseline ranking. By isolating their “Relative Performance” against the rest of the group that day, we reveal the specialists of the day—regardless of their final overall placement.(Available only for Sukoro , for now)
Series Radar
Stylistic Profile
The radar shows the mean points per style section (0-25).
Drill-Down Filter
Select an athlete and stage to map their success row-by-row. Hover to see exact attempts and efficiency points.
Season View
Select a category to compare how the routesetting difficulty progressed across all three events simultaneously.
References:
Data Source: ifsc.results.info