live
./round-15

Singapore Grand Prix

TOSS-UP

Singapore, Singapore · 22 September 2019

Model: weighted-v3 · Computed: 8/28/2026, 8:45:01 PM

predicted
Lewis Hamilton
→
actual winner
Sebastian Vettel
✗ INCORRECT
./why HAM
share of weighted score
Car Performance 27%
Long Run Pace 16%
Reliability 11%
Adj. Grid Position 9%
Driver Rating 8%
Sector Strength 8%
Quali vs Teammate 6%
Win Rate 5%
Tyre Degradation 5%
Luck Factor 3%
Weather Impact 1%
Adj. Position Gain 0%
./all drivers
Pos
Driver
Win %
01
HAM
Lewis Hamilton
Car 100 · P2
11%
02
VER
Max Verstappen
Car 61 · P4
8%
03
BOT
Valtteri Bottas
Car 88 · P5
8%
04
LEC
Charles Leclerc
Car 71 · P1
7%
05
ALB
Alexander Albon
Car 43 · P6
7%
06
VET
Sebastian Vettel ✓ actual winner
Car 91 · P3
7%
07
SAI
Carlos Sainz
Car 54 · P7
5%
08
PER
Sergio Perez
Car 35 · P10
5%
09
NOR
Lando Norris
Car 51 · P9
4%
10
STR
Lance Stroll
Car 26 · P15
4%
11
RUS
George Russell
Car 45 · P17
4%
12
GAS
Pierre Gasly
Car 57 · P11
4%
13
GIO
Antonio Giovinazzi
Car 23 · P11
4%
14
HUL
Nico Hulkenberg
Car 32 · P8
4%
15
KVY
Daniil Kvyat
Car 31 · P14
4%
16
RIC
Daniel Ricciardo
Car 46 · P19
3%
17
MAG
Kevin Magnussen
Car 27 · P13
3%
18
KUB
Robert Kubica
Car 52 · P18
3%
19
RAI
Kimi Räikkönen
Car 44 · P12
3%
20
GRO
Romain Grosjean
Car 17 · P16
2%
./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%