live
./round-08

Canadian Grand Prix

TOSS-UP

Montréal, Canada · 18 June 2023

Model: weighted-v3 · Computed: 8/28/2026, 8:42:35 PM

predicted
Max Verstappen
→
actual winner
Max Verstappen
✓ CORRECT
./why VER
share of weighted score
Car Performance 20%
Long Run Pace 18%
Reliability 10%
Driver Rating 10%
Quali vs Teammate 9%
Adj. Grid Position 9%
Win Rate 8%
Sector Strength 7%
Luck Factor 5%
Tyre Degradation 3%
Adj. Position Gain 1%
Weather Impact 1%
./all drivers
Pos
Driver
Win %
01
VER
Max Verstappen ✓ actual winner
Car 79 · P1
13%
02
HAM
Lewis Hamilton
Car 87 · P4
8%
03
ALO
Fernando Alonso
Car 60 · P3
8%
04
PER
Sergio Perez
Car 75 · P11
8%
05
RUS
George Russell
Car 55 · P5
6%
06
SAI
Carlos Sainz
Car 62 · P8
6%
07
NOR
Lando Norris
Car 54 · P7
5%
08
OCO
Esteban Ocon
Car 45 · P6
5%
09
LEC
Charles Leclerc
Car 75 · P11
5%
10
PIA
Oscar Piastri
Car 55 · P9
5%
11
BOT
Valtteri Bottas
Car 35 · P14
4%
12
ALB
Alexander Albon
Car 7 · P10
4%
13
HUL
Nico Hulkenberg
Car 17 · P2
4%
14
GAS
Pierre Gasly
Car 38 · P16
4%
15
TSU
Yuki Tsunoda
Car 3 · P15
3%
16
ZHO
Guanyu Zhou
Car 7 · P19
3%
17
DEV
Nyck De Vries
Car 5 · P17
2%
18
MAG
Kevin Magnussen
Car 5 · P13
2%
19
STR
Lance Stroll
Car 42 · P12
2%
20
SAR
Logan Sargeant
Car 6 · P18
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%