Driver

BOT · Finnish

Valtteri Bottas

Cadillac F1 Team

Starts

—

Wins

—

Podiums

—

Poles

—

Titles

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Next race model

United States Grand Prix

Round 18

Prediction breakdown

Valtteri BottasCadillac F1 Team

0.0%

P1 (MC) · P2 0.0% · P3 0.0%

Expected finish

P18.01

Podium

0.0%

Top 5

0.0%

DNF risk

35.0%

Why this prediction

→Typically gains from the grid — avg 2.0 places over recent races.
→Higher historical pit frequency — tyre degradation pressure in the model.
→Weak recent form — avg finish P16.0 in last 5 races.
→Soft qualifying form — avg P20.2 across 16 recent sessions.
→Sprint history — avg P17.0 over 12 recent sprints.
→Reliability concern — only 6% classified finishes.
→Trailing teammate by 1.6 positions on average.

Strength model inputs

Factor	Raw stat	Weight	Contribution
Recent form (last 5 races)	P16.0 avg	×1.25	6.25
Race pace (last 8 finishes)	P16.0 avg	×1.15	5.75
Team pace (last 10 finishes)	P15.8 avg	×0.95	4.91
Qualifying (up to 16 sessions)	P20.2 avg · n=16	×1.35	1.10
Team qualifying	P20.6 avg	×0.7	0.31
Sprint form (up to 12 sprints)	P17.0 avg · n=12	×0.95	3.80
Team sprint	P18.8 avg	×0.4	0.90
This weekend grid	—	×0	0.00
This weekend sprint	—	×0	0.00
weekend_practice	—	×0	0.00
quali_vs_race	—	×0.35	0.70
tyre_degradation	—	×1.05	-0.65
Circuit history	P10.3 avg	×0.65	6.94
Reliability	6% finishes	×8	0.47
Teammate delta	-1.6 vs teammate	×0.6	-0.95
Track type	permanent	×0.45	0.00
Total strength			29.52

race pace

█░░░░1.3/5

qualifying

░░░░░0.2/5

sprint form

█░░░░1.0/5

weekend grid

Coming soon

weekend sprint

Coming soon

circuit fit

███░░2.7/5

recent form

█░░░░1.3/5

tyre model

Coming soon

weather

Coming soon

reliability

░░░░░0.3/5

sample starts

░░░░░/5

Race details →Compare all drivers →

Current / derived form

Coming soon

Genome

Coming soon

Recent results

Coming soon

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