We simulated the 15 remaining rounds of the 2026 season 40,000 times — race-by-race finishing orders, sprint points, DNFs — from the real post-Barcelona standings (Antonelli 156, Hamilton 115, Russell 106). The current-form model makes Antonelli a heavy 81% champion. The betting market is more cautious at ~61%, pricing in a Verstappen/Red Bull resurgence the model doesn't yet see. We lock a blended ~70% — and show our work on the disagreement.
40,000 simulated run-outs of the 15 remaining rounds from the post-Barcelona table give Antonelli 81%. The outright market sits at ~61% (Verstappen ~25% despite being 7th, 101 points back) — it prices a Red Bull pace resurgence the current-form model doesn't assume. We lock the blend, ~70%, and disclose both inputs.
We lock Kimi Antonelli to win the 2026 Drivers' Championship at ~70% — a deliberate blend of our 40,000-run current-form simulation (81%) and the more cautious outright market (~61%). The full simulated distribution is below; the headline is the blend, with the disagreement disclosed rather than hidden.
| Driver | Pts (R7) | P(champion) — model |
|---|---|---|
| Antonelli | 156 | 81.0% |
| Hamilton | 115 | 6.7% |
| Russell | 106 | 5.4% |
| Verstappen | 55 | 3.0% |
| Piastri | 68 | 1.6% |
| Norris | 62 | 1.3% |
| Leclerc | 75 | 1.0% |
Each simulated season plays the 15 remaining rounds in turn: a Plackett-Luce finishing order from driver pace + Gumbel noise, top-10 points (25-18-15-…), an independent ~9% per-race DNF that can drop a contender, and sprint points across the four remaining sprint weekends — accumulated onto the real Round-7 table. Repeat 40,000 times; the champion is whoever tops the final table. A 41-point lead plus a competitive car makes Antonelli the heavy favourite under current form.
Verified 2026-06-21: standings after the Barcelona-Catalunya GP (Antonelli 156, Hamilton 115, Russell 106, Leclerc 75, Verstappen 55, 7th); 15 rounds + 4 sprints remaining of a 22-race season. Source: Formula1.com / FIA standings.
This is the honest centre of the brief. Our current-form model is more bullish on Antonelli (81%) than the betting market (~61%). The market has Verstappen second-favourite at ~25% despite his being seventh and 101 points adrift — a bet that Red Bull will field the season's dominant car from here and Verstappen will simply out-pace the field for fifteen rounds. Our model doesn't assume that pace shift; it runs the cars roughly as they are now. We don't pretend to resolve who's right — we lock the blend (~70%) and let the season score it.
The simulator is a committed, fixed-seed script (scripts/sim/f1-2026-title.py) — 40,000 parallel season run-outs, deterministic. We synthesise current standings + a pace model and disclose the market blend; we do not claim a proprietary F1 model. Scored by Brier on the champion binary against the final FIA standings.
A Red Bull resurgence — if Verstappen's pace takes over and he claws back 101 points, the market's caution is vindicated and our ~70% looks high. Antonelli cruises — if Mercedes stays dominant, the model's 81% looks right and the blend was too cautious. Either way the champion binary is scored honestly against the final standings. (Companion to P-13, which locks only the lead after the British GP.)
RAOSCAFF locks P-20 on 2026-06-21, after Round 7. We lock Antonelli at ~70% to win the title — a disclosed blend of the 40,000-run current-form simulation (81%) and the outright market (~61%). Scored by Brier on the champion binary against the final FIA classification.
Fixed seed, committed script, and the model-vs-market gap disclosed in the open — the season, simulated and checkable.