ci-perf-insightHigh confidence
VER was quickest through the singapore turns, the biggest sector gain of any driver in the comparison group — over 5.92s ahead of the field median.
Singapore Grand Prix 2026
QualifyingRound 17
Spearman ρ—
Circuit prior ρ0.719avg ρ from prior visits to this circuit
FP2 → Race calibration ρ: -0.109
P1 GAS
P2 RUS
P3 PIA
ci-perf-insightHigh confidence
VER extracted close to the theoretical maximum from the available grip — the gap to a perfect lap across all three sectors was just 0.000s, one of the cleanest extractions in the session.
Predicted vs Actual — Qualifying Finishing Order
| Actual | Driver | Predicted | Δ |
|---|---|---|---|
| P1 | VER | P1 | 0 |
| P2 | LEC | P4 | -2 |
| P3 | HAM | P3 | 0 |
| P4 | ANT | P9 | -5 |
| P5 | NOR | P2 | +3 |
| P6 | RUS | P5 | +1 |
| P7 | PIA | P6 | +1 |
| P8 | GAS | P8 | 0 |
| P9 | LAW | P7 | +2 |
| P10 | LIN | — | — |
Δ = actual position − predicted position · positive = model overrated driver · 0 = exact · all predictions locked pre-session
Prediction locked pre-session · scored against actual result post-race · methodology