live
./round-08

French Grand Prix

TOSS-UP

Le Castellet, France · 23 June 2019

Model: weighted-v3 · Computed: 8/28/2026, 8:44:09 PM

predicted
Lewis Hamilton
→
actual winner
Lewis Hamilton
✓ CORRECT
./why HAM
share of weighted score
Car Performance 25%
Long Run Pace 19%
Reliability 10%
Adj. Grid Position 9%
Driver Rating 8%
Sector Strength 8%
Quali vs Teammate 7%
Luck Factor 6%
Win Rate 5%
Tyre Degradation 3%
Weather Impact 1%
Adj. Position Gain 1%
./all drivers
Pos
Driver
Win %
01
HAM
Lewis Hamilton ✓ actual winner
Car 100 · P1
12%
02
BOT
Valtteri Bottas
Car 86 · P2
9%
03
VET
Sebastian Vettel
Car 91 · P7
8%
04
VER
Max Verstappen
Car 64 · P4
8%
05
RIC
Daniel Ricciardo
Car 51 · P8
5%
06
PER
Sergio Perez
Car 27 · P13
5%
07
GAS
Pierre Gasly
Car 57 · P9
5%
08
LEC
Charles Leclerc
Car 68 · P3
5%
09
ALB
Alexander Albon
Car 34 · P11
5%
10
SAI
Carlos Sainz
Car 49 · P6
5%
11
RAI
Kimi Räikkönen
Car 47 · P11
4%
12
RUS
George Russell
Car 50 · P18
4%
13
MAG
Kevin Magnussen
Car 20 · P14
4%
14
KVY
Daniil Kvyat
Car 40 · P15
4%
15
GIO
Antonio Giovinazzi
Car 27 · P10
4%
16
HUL
Nico Hulkenberg
Car 29 · P12
3%
17
STR
Lance Stroll
Car 16 · P17
3%
18
KUB
Robert Kubica
Car 53 · P19
3%
19
GRO
Romain Grosjean
Car 28 · P16
3%
20
NOR
Lando Norris
Car 51 · P5
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%