Lewis Hamilton is already a six-time world champion and Mercedes have won the constructors title in the last six consecutive seasons! Not much is at stake in the upcoming Brazilian GP. Nonetheless, the drivers will keep pushing for the last remaining points and glory. The battle for the 3rd place in the driver’s championship will be a fight between Leclerc, Verstappen and Vettel.

The model is giving Leclerc a 55% chance over Hamilton in qualifying, however this probability falls to 36% for the race itself. The model does not know though that Leclerc is facing a 10-place grid penalty since he needs a new engine after suffering a failure during the US Grand Prix.

Driver	Qualifying Prediction	Actual Qualifying Result	Race Prediction	Actual Race Result
Verstappen	4	1	1	1
Gasly	13	6	7	2
Sainz	6	20	14	3
Raikkonen	8	8	8	4
Giovinazzi	15	12	13	5
Ricciardo	12	11	10	6
Hamilton	1	3	2	7
Norris	9	10	9	8
Perez	7	15	11	9
Kvyat	14	16	15	10
Magnussen	18	9	17	11
Russell	19	18	19	12
Grosjean	16	7	16	13
Albon	5	5	6	14
Hulkenberg	11	13	12	15
Kubica	20	19	20	16
Vettel	3	2	3	17
Leclerc	10	14	5	18
Stroll	17	17	18	19
Bottas	2	4	4	R