F1 Strategy Regret Explorer

Quantifying pit-stop brilliance and blunders across the last three Formula 1 seasons. Compare races head-to-head, inspect the live duel ladder, and deep dive into the data pipeline behind the experience.

Live Strategy Excitement Dashboard

Aggregated from race ratings.

🔥 Top Rated Weekends

RaceEloWins
Dutch Grand Prix2023 • Round 13
16932
Spanish Grand Prix2022 • Round 6
16760
São Paulo Grand Prix2023 • Round 20
16701
Japanese Grand Prix2023 • Round 16
16623
Abu Dhabi Grand Prix2024 • Round 24
16541
United States Grand Prix2022 • Round 19
16510
Austrian Grand Prix2023 • Round 9
16410
Mexico City Grand Prix2023 • Round 19
16370
Azerbaijan Grand Prix2024 • Round 17
16250
Belgian Grand Prix2023 • Round 12
16150

🎯 Unique Strategy Leaders

RaceUnique %Max Regret
Spanish Grand Prix2022 • Round 6
100%83 s
Austrian Grand Prix2022 • Round 11
100%68 s
Dutch Grand Prix2022 • Round 15
100%38 s
United States Grand Prix2022 • Round 19
100%104 s
Spanish Grand Prix2023 • Round 7
100%75 s
Belgian Grand Prix2023 • Round 12
100%110 s
Dutch Grand Prix2023 • Round 13
100%56 s
Japanese Grand Prix2023 • Round 16
100%83 s
Bahrain Grand Prix2024 • Round 1
100%93 s
Austrian Grand Prix2024 • Round 11
100%68 s

âš¡ Biggest Regret Shocks

RaceMax RegretUnique %Elo
Azerbaijan Grand Prix2024 • Round 17
149 s55%1625
Saudi Arabian Grand Prix2024 • Round 2
112 s25%1324
Belgian Grand Prix2023 • Round 12
110 s100%1615
Azerbaijan Grand Prix2022 • Round 8
108 s50%1493
Japanese Grand Prix2022 • Round 18
108 s35%1485
Belgian Grand Prix2022 • Round 14
107 s60%1581
Australian Grand Prix2024 • Round 3
105 s90%1596
United States Grand Prix2022 • Round 19
104 s100%1651
Azerbaijan Grand Prix2023 • Round 4
101 s35%1337
United States Grand Prix2023 • Round 18
99 s80%1568

🚨 Attrition Alerts

  • Australian Grand Prix

    2023 • Round 3

    DNFs: 8 — Top mover: Oscar Piastri (8 spots)

  • Saudi Arabian Grand Prix

    2022 • Round 2

    DNFs: 7 — Top mover: Lewis Hamilton (5 spots)

  • British Grand Prix

    2022 • Round 10

    DNFs: 6 — Top mover: Mick Schumacher (11 spots)

  • Singapore Grand Prix

    2022 • Round 17

    DNFs: 6 — Top mover: Daniel Ricciardo (11 spots)

  • São Paulo Grand Prix

    2023 • Round 20

    DNFs: 6 — Top mover: Pierre Gasly (8 spots)

📊 Data Quality Snapshot

Races Tracked
68
Average Elo
1500
Average Unique Strategy %
68.7%