F1 WINNER PREDICTOR
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2026 Hungarian Grand Prix  ·  Round 11  ·  2026-07-26
Hungaroring, Budapest, Hungary
(qualifying hasn't happened — prediction uses form + track history only)

  PICK: Andrea Kimi Antonelli (Mercedes)  —  28.3% of field share  (calibrated P(win): 26.2%)

  #  DRIVER                 CONSTRUCTOR        GRID    Δ  CONFIDENCE                      
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  1  Andrea Kimi Antonelli  Mercedes              -    -  ████████████████████████   28.3%
     + starting near the front, + team consistent podium scorers, + strong win rate this season
  2  Max Verstappen         Red Bull              -    -  █████████████░░░░░░░░░░░   15.8%
     + starting near the front, + team's season finishes strong, + strong at this circuit
  3  Oscar Piastri          McLaren               -    -  █████████████░░░░░░░░░░░   15.3%
     + starting near the front, + strong at this circuit, + team's season finishes strong
  4  Lewis Hamilton         Ferrari               -    -  ████████████░░░░░░░░░░░░   14.4%
     + starting near the front, + team consistent podium scorers, + strong recent finishes
  5  Lando Norris           McLaren               -    -  ████████░░░░░░░░░░░░░░░░   10.0%
     + starting near the front, + strong at this circuit, − strong recent finishes
  6  Isack Hadjar           Red Bull              -    -  ████████░░░░░░░░░░░░░░░░    9.8%
  7  George Russell         Mercedes              -    -  ██░░░░░░░░░░░░░░░░░░░░░░    2.0%
  8  Charles Leclerc        Ferrari               -    -  █░░░░░░░░░░░░░░░░░░░░░░░    0.6%
  9  Pierre Gasly           Alpine F1 Team        -    -  ░░░░░░░░░░░░░░░░░░░░░░░░    0.6%
 10  Liam Lawson            RB F1 Team            -    -  ░░░░░░░░░░░░░░░░░░░░░░░░    0.5%

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walk-forward eval: top-1 50.3%  ·  top-3 83.6%  ·  pole baseline 53.0%

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Δ = grid - predicted finish (▲ gains, ▼ drops, = no change, - no grid yet)
params: ?season=YYYY&round=N  ·  ?races=N  ·  ?top=N  ·  ?refresh=1  ·  /history