live
./round-07

Canadian Grand Prix

TOSS-UP

Montréal, Canada · 9 June 2019

Model: weighted-v3 · Computed: 8/28/2026, 8:44:08 PM

predicted
Valtteri Bottas
→
actual winner
Lewis Hamilton
✗ INCORRECT
./why BOT
share of weighted score
Car Performance 28%
Long Run Pace 20%
Reliability 10%
Adj. Grid Position 10%
Driver Rating 7%
Sector Strength 7%
Quali vs Teammate 5%
Luck Factor 5%
Tyre Degradation 4%
Win Rate 2%
Weather Impact 1%
Adj. Position Gain 1%
./all drivers
Pos
Driver
Win %
01
BOT
Valtteri Bottas
Car 96 · P6
10%
02
VET
Sebastian Vettel
Car 91 · P1
9%
03
HAM
Lewis Hamilton ✓ actual winner
Car 100 · P2
8%
04
RIC
Daniel Ricciardo
Car 47 · P4
6%
05
GAS
Pierre Gasly
Car 62 · P5
6%
06
LEC
Charles Leclerc
Car 68 · P3
5%
07
PER
Sergio Perez
Car 36 · P15
5%
08
VER
Max Verstappen
Car 62 · P11
5%
09
RAI
Kimi Räikkönen
Car 48 · P16
5%
10
ALB
Alexander Albon
Car 30 · P13
4%
11
KVY
Daniil Kvyat
Car 37 · P11
4%
12
RUS
George Russell
Car 50 · P18
4%
13
SAI
Carlos Sainz
Car 38 · P9
4%
14
NOR
Lando Norris
Car 51 · P8
4%
15
HUL
Nico Hulkenberg
Car 40 · P7
4%
16
MAG
Kevin Magnussen
Car 24 · P10
4%
17
STR
Lance Stroll
Car 22 · P17
4%
18
KUB
Robert Kubica
Car 53 · P19
3%
19
GRO
Romain Grosjean
Car 26 · P14
3%
20
GIO
Antonio Giovinazzi
Car 25 · P12
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%