Lewis Hamilton may have already clinched the driver’s championship however there’s still a lot to play for in the final two races of the season. The most important battle is the one for the positions 4 to 9 in the constructors championship where each team might get a lot of prize money if they are able to get higher in the standings.

The model continues giving Lewis the highest probabilities for pole position and race win. However, he has never won a race in the same season after he has mathematically sealed a world championship. So, I would probably give Vettel or Bottas a chance to win the race and gain some momentum going on to the final race.

Ricciardo has received a 5-place grid penalty.

Driver	Qualifying Prediction	Actual Qualifying Result	Race Prediction	Actual Race Result
Hamilton	1	1	1
Vettel	3	2	2
Raikkonen	4	4	3
Bottas	2	3	4
Verstappen	5	5	5
Ricciardo	11	11	6
Ericsson	14	6	7
Leclerc	13	7	8
Grosjean	10	8	9
Perez	8	12	10
Hulkenberg	6	14	11
Magnussen	12	10	12
Ocon	7	13	13
Sainz	9	16	14
Gasly	15	9	15
Alonso	17	18	16
Hartley	16	17	17
Vandoorne	19	20	18
Stroll	18	19	19
Sirotkin	20	15	20