live
./round-18

Singapore Grand Prix

TOSS-UP

Singapore, Singapore · 5 October 2025

Model: weighted-v3 · Computed: 8/28/2026, 8:40:15 PM

predicted
Max Verstappen
→
actual winner
George Russell
✗ INCORRECT
./why VER
share of weighted score
Car Performance 20%
Quali vs Teammate 12%
Long Run Pace 11%
Reliability 10%
Adj. Grid Position 10%
Sector Strength 8%
Tyre Degradation 8%
Driver Rating 8%
Luck Factor 7%
Win Rate 4%
Weather Impact 1%
Adj. Position Gain 0%
./all drivers
Pos
Driver
Win %
01
VER
Max Verstappen
Car 69 · P2
10%
02
NOR
Lando Norris
Car 95 · P5
9%
03
RUS
George Russell ✓ actual winner
Car 73 · P1
8%
04
PIA
Oscar Piastri
Car 93 · P3
8%
05
LEC
Charles Leclerc
Car 78 · P7
7%
06
HAM
Lewis Hamilton
Car 80 · P6
6%
07
ANT
Andrea Kimi Antonelli
Car 77 · P4
6%
08
ALO
Fernando Alonso
Car 41 · P10
5%
09
BEA
Oliver Bearman
Car 17 · P9
5%
10
SAI
Carlos Sainz
Car 47 · P19
4%
11
HAD
Isack Hadjar
Car 33 · P8
4%
12
LAW
Liam Lawson
Car 55 · P11
4%
13
STR
Lance Stroll
Car 20 · P14
3%
14
TSU
Yuki Tsunoda
Car 28 · P12
3%
15
HUL
Nico Hulkenberg
Car 18 · P11
3%
16
OCO
Esteban Ocon
Car 27 · P16
3%
17
BOR
Gabriel Bortoleto
Car 7 · P13
3%
18
COL
Franco Colapinto
Car 50 · P15
3%
19
ALB
Alexander Albon
Car 34 · P18
3%
20
GAS
Pierre Gasly
Car 47 · P17
3%
./compare drivers
Driver Alpha
Driver Beta
./what-if lab

Drag the weights to see how the predicted order shifts. Recomputed live in your browser — the model itself is unchanged.

total weight 100
./model weights
Car Performance 20%
Long Run Pace 15%
Tyre Degradation 8%
Reliability 8%
Quali vs Teammate 8%
Driver Rating 8%
Win Rate 8%
Luck Factor 7%
Sector Strength 6%
Adj. Grid Position 7%
Adj. Position Gain 3%
Weather Impact 2%