Round 1 · 2026 · Predictions
Published and locked before each session, then scored against the official result. Below, every session the model has called.
Oscar Piastri (McLaren) is the pick for the Grand Prix on current form and championship standing, with ALB and VER the closest challengers. Conditions look largely settled.
Oscar Piastri lands win for the Grand Prix on limited recent data and 0 championship points. The McLaren package suits this circuit's demands, and the head-to-head form points the same way. Chief risk is a poor start or an ill-timed safety car.
Alexander Albon lands the runner-up spot for the Grand Prix on limited recent data and 0 championship points. The Williams package suits this circuit's demands, and the head-to-head form points the same way. Chief risk is a poor start or an ill-timed safety car.
Max Verstappen lands the final podium step for the Grand Prix on limited recent data and 0 championship points. The Red Bull package suits this circuit's demands, and the head-to-head form points the same way. Chief risk is a poor start or an ill-timed safety car.
LEC: A clean start and an offset strategy could vault Charles Leclerc well beyond the grid's expectations — the raw pace is closer than the order suggests.
ANT has the stronger recent race-pace and tyre profile of the two.
LEC has the stronger recent race-pace and tyre profile of the two.
PIA has the stronger recent race-pace and tyre profile of the two.
VER has the stronger recent race-pace and tyre profile of the two.
OCO has the stronger recent race-pace and tyre profile of the two.
LIN has the stronger recent race-pace and tyre profile of the two.
HUL has the stronger recent race-pace and tyre profile of the two.
GAS has the stronger recent race-pace and tyre profile of the two.
ALB has the stronger recent race-pace and tyre profile of the two.
PER has the stronger recent race-pace and tyre profile of the two.
ALO has the stronger recent race-pace and tyre profile of the two.
| Team | Top 3 | Top 6 | Points | 2 fin. |
|---|---|---|---|---|
| McLaren | ✓ | ✓ | ✓ | ✓ |
| Williams | ✓ | ✓ | ✓ | ✓ |
| Red Bull | ✓ | ✓ | ✓ | ✓ |
| RB F1 Team | · | ✓ | ✓ | ✓ |
| Haas F1 Team | · | ✓ | ✓ | ✓ |
| Ferrari | · | · | ✓ | ✓ |
| Alpine F1 Team | · | · | ✓ | ✓ |
| Cadillac F1 Team | · | · | · | ✓ |
| Mercedes | · | · | · | ✓ |
| Audi | · | · | · | ✓ |
| Aston Martin | · | · | · | ✓ |
input context SHA-256: d61e72c24a267100c227b2d1… · model: offline-heuristic-v1
Picks are closed — this session has started. Results and the leaderboard land after the flag.
Predictions are generated by an AI model for information and entertainment only — not betting advice. Backtest sets were generated after the fact from data available before the session, and are never mixed into live accuracy.