Games mapped
492
51.6% of all games matched to PPA tournament venues.
Pickleball Strategy Lab
How weather shapes pickleball.
Environmental conditions correlated with match outcomes across 21,010 points and 492 games from PPA Pro tournaments.
Strategy Dashboard →Data coverage
51.6% of all points matched to tournament venues and enriched with historical weather from Open-Meteo. Temperature, humidity, wind, elevation, and indoor/outdoor status.
Points covered
21,010
Points with full weather data: temperature, humidity, wind, elevation.
Named players
16
Pro players identified via DUPR fingerprinting for conditional records.
Announcer stats
114
54 player, 30 venue, and 30 tier stats.
The booth
Announcer stats
Hyper-specific conditional records — the kind of stats that make sportscasters sound omniscient.
Anna Leigh WatersOutdoor
Anna Leigh Waters is 21-5 Outdoor (81% win rate)
26 games
Catherine ParenteauOutdoor
Catherine Parenteau is 19-4 Outdoor (83% win rate)
23 games
Life Time Rancho San ClementeFederico StaksrudSan Clemente, CA
Federico Staksrud is 5-1 at Life Time Rancho San Clemente, San Clemente, CA (83% win rate) (avg 62°F outdoor)
6 games at venue
All tiers70-80°F50-70%
Average rally is 12.2 shots 70-80°F + 50-70% (142 points) — 4.0 shots longer than normal
142 points
Anna Leigh Waters70%+
Anna Leigh Waters is 17-3 70%+ (85% win rate)
20 games
Anna Leigh Waters<500ft
Anna Leigh Waters is 14-2 <500ft (88% win rate)
16 games
Pictona at Holly HillAnna Leigh WatersHolly Hill, FL
Anna Leigh Waters is 5-0 at Pictona at Holly Hill, Holly Hill, FL — undefeated (avg 60°F outdoor)
5 games at venue
All tiers70-80°F2000-5000ft
Average rally is 12.2 shots 70-80°F + 2000-5000ft (142 points) — 4.0 shots longer than normal
142 points
Anna Leigh WatersModerate (5-15mph)
Anna Leigh Waters is 14-3 Moderate (5-15mph) (82% win rate)
17 games
Analysis block
Drive vs drop: Temperature
How temperature at match time correlates with shot selection and rally length.
Analysis block
Rally length: Temperature
Average shots per rally under different conditions.