Winning strategies
Which behaviours went with better ranks on this task.
Analysis computed
Which behaviours went with better ranks
Each row is one behaviour, compared against the published ranks. Select a row to plot it against rank.
| Behaviour | Strength | What it means | Pilots measured |
|---|---|---|---|
| Gliding wide of the optimal course line | clear pattern | ||
| Distance covered between climbs | clear pattern | ||
| Share of race time spent hunting for the next climb | clear pattern | ||
| Glide speed between climbs | clear pattern | ||
| How much of the thermal the pilot climbed before leaving it | clear pattern | ||
| Time spent flying with a gaggle | clear pattern | ||
| Share of the height gain made outside thermals | clear pattern | ||
| How low the pilot gets between climbs | clear pattern | ||
| Arriving at ESS with height to spare | clear pattern | ||
| Glide L/D against the field median | clear pattern | ||
| Climb rate at thermal exit | clear pattern | ||
| Share of lift turned in that was kept as a climb | clear pattern | ||
| Climbs joined on another pilot's marker | clear pattern | ||
| How often leaving the gaggle paid off | clear pattern | ||
| How long after the gate opened the pilot started | clear pattern | ||
| Climbing faster than the pilots sharing the thermal | clear pattern | ||
| Share of the flight spent in air that wasn’t sinking | some pattern | ||
| Low saves dug out from the bottom of the band | could be chance | ||
| Final glide committed to when leaving the last climb | could be chance | ||
| Time to core thermals | could be chance | ||
| How round and consistent the circles were | could be chance |
Metrics with a clear pattern, plotted against rank
Gliding wide of the optimal course line
Distance covered between climbs
- 6 pilots left out: their instruments record a position only every 5–10 s, too seldom for this measure.
Share of race time spent hunting for the next climb
- Speed-section phase shares, field p25/median/p75: climb 34/37/39% · glide 29/37/43% · search 21/25/36%
Glide speed between climbs
- Field glide speed: median 58.5 km/h · p90 71.6 km/h (30 pilots)
How much of the thermal the pilot climbed before leaving it
Time spent flying with a gaggle
- 45 gaggle episodes detected (peak size 8 pilots).
Share of the height gain made outside thermals
- 9 pilots left out: their instruments record a position only every 3–10 s, too seldom for this measure.
How low the pilot gets between climbs
Arriving at ESS with height to spare
- ESS altitude margin over final glide: top-10 median 50 m (n=10) vs rest median 216 m (n=9).
Glide L/D against the field median
Climb rate at thermal exit
Share of lift turned in that was kept as a climb
Climbs joined on another pilot's marker
How often leaving the gaggle paid off
How long after the gate opened the pilot started
Climbing faster than the pilots sharing the thermal
Outcome checks
These measure the result, not a behaviour, so they always follow the ranks.
| Outcome | Strength | What it means | Pilots measured |
|---|---|---|---|
| Race time behind the leader at ESS | clear pattern | ||
| Race time lost against the fastest pilots, leg by leg | clear pattern |