Grid Walk / Cup Series
Model live
RACE 20 / 36 2025 CUP SERIES • POST-QUALIFYING

Sonoma RacewayToyota / SaveMart 350

DateSunday, July 13, 2025
Track TypeRoad Course
Field37 drivers
ROAD COURSE
Sonoma Raceway Updated 2026-03-17 08:56

01 Model Brief

Generated 2026-03-17 08:56
#1
Best by Expected Points · Win 48.8%

Shane van Gisbergen • #88 Trackhouse Racing

Why: strong track-type ELO, top-tier driver ELO, front-row start (P1).
Lowest DNF risk: Chase Briscoe (4.5%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Shane van Gisbergen
Win 48.8% • Top-5 60%EP 6.42
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Katherine Legge
DNF prob 20.7%
Race Confidence
HIGH • 78/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L8 of road course
78/100
HIGH
Road courses introduce more variance. Specialists outperform the field; cautions tend to cluster late.
Win pick hit rate
38%
Top-5 hit rate
50%
Rank fit (ρ)
0.49

03 Driver Spotlight

Top 3 by EP
#88 Trackhouse Racing
1
Shane van Gisbergen
Win 48.8%
Top-5 60%
Exp pts 6.42
Start P1
Driver ELO 1515
Track-type ELO 1515
Why this pick Why: strong track-type ELO, top-tier driver ELO, front-row start (P1).
#45 23XI Racing
2
Tyler Reddick
Win
Top-5
Exp pts
Start
Driver ELO
Track-type ELO
Why this pick Watch this driver's full breakdown — track-history, ELO trend, and risk flags — with a subscription.
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Full driver breakdowns

Why this pick, watch-outs, and the features driving the rank.

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#19 Joe Gibbs Racing
3
Chase Briscoe
Win
Top-5
Exp pts
Start
Driver ELO
Track-type ELO
Why this pick Watch this driver's full breakdown — track-history, ELO trend, and risk flags — with a subscription.
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Full driver breakdowns

Why this pick, watch-outs, and the features driving the rank.

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04 Quick Picks

Top 2 free • full list w/ subscriber
Best Win Picks
#88Shane van Gisbergen
48.8%
#45Tyler Reddick
36.3%
#48Alex Bowman
SUB
#16A.J. Allmendinger
SUB
#1Ross Chastain
SUB
Best Top-3 Picks
#88Shane van Gisbergen
54.6%
#45Tyler Reddick
41.3%
#19Chase Briscoe
SUB
#16A.J. Allmendinger
SUB
#1Ross Chastain
SUB
Best Top-5 Picks
#88Shane van Gisbergen
60.4%
#19Chase Briscoe
51.5%
#1Ross Chastain
SUB
#16A.J. Allmendinger
SUB
#54Ty Gibbs
SUB
Best Top-10 Picks
#1Ross Chastain
70.1%
#88Shane van Gisbergen
67.8%
#54Ty Gibbs
SUB
#45Tyler Reddick
SUB
#16A.J. Allmendinger
SUB
Best Value
#88Shane van Gisbergen
5.73
#19Chase Briscoe
5.45
#48Alex Bowman
SUB
#45Tyler Reddick
SUB
#1Ross Chastain
SUB
Highest DNF Risk
#78Katherine Legge
20.7%
#35Riley Herbst
20.1%
#71Michael McDowell
SUB
#41Cole Custer
SUB
#51Cody Ware
SUB

05 Full Projections

37 drivers • top 5 free
Column key — what these meantap to open
Identity
Rank
Predicted finish rank by Expected Points. The model's #1 pick is at the top.
#
Car number.
Q
Qualifying / starting position.
Model output
EP
Expected Points — Σ(bucket probability × bucket points). The model's primary signal. Higher = better projected finish; range 0–10.
Win%
Probability of winning the race.
T3%
Probability of finishing 1st through 3rd (podium).
T5%
Probability of finishing in the top 5.
T10% / T20%
Probability of finishing in the top 10 / top 20.
Made%
Probability of finishing 21st or worse but actually completing the race — the "ran in the back" bucket.
DNF%
Probability of not finishing (crash, mechanical, etc.).
EP scoring: Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0.
Ratings & features
ELO / Drv ELO
Overall driver ELO rating. 1500 = field average; the spread across the field is roughly 30 points (1490–1520).
TT ELO
Driver ELO at this specific track type (superspeedway / intermediate / short track / road course).
Org
Organization equipment rating — recent finish history of the team's cars overall. Higher = stronger team.
QualΔ
Qualifying delta vs the field average for this race. Negative = qualified better than average.
SFΔ
Rolling start-finish delta at this track type. Negative = the driver typically gains positions over the course of similar races.
Track + practice
Track
Average finishing position at this specific track, with career starts in parentheses. Color: green ≤12, amber ≤18, dim otherwise. Hover shows best finish + last 3 starts.
Prac
Practice speed adjustment to the model's prediction. Positive (green) = faster than the field average in practice; negative (red) = slower. Dash means no practice session yet, or no data for that driver.
Rank # Driver Team Q EP Win% T3% T5% T10% DNF% ELO Org Track Prac
1 88 Shane van Gisbergen Trackhouse Racing P1 6.42 48.8% 54.6% 60% 68% 10.8% 1515 21.5
2 45 Tyler Reddick 23XI Racing P8 5.71 36.3% 41.3% 46% 67% 13.4% 1514 21.8
3 19 Chase Briscoe Joe Gibbs Racing P2 5.71 24.6% 38.1% 52% 66% 4.5% 1501 25.8
4 48 Alex Bowman Hendrick Motorsports P9 5.58 29.2% 36.4% 44% 65% 9.0% 1512 27.6
5 1 Ross Chastain Trackhouse Racing P4 5.57 25.2% 37.0% 49% 70% 12.8% 1511 21.5
6 16 A.J. Allmendinger Kaulig Racing
7 54 Ty Gibbs Joe Gibbs Racing
8 24 William Byron Hendrick Motorsports
9 5 Kyle Larson Hendrick Motorsports
10 20 Christopher Bell Joe Gibbs Racing
11 9 Chase Elliott Hendrick Motorsports
12 8 Kyle Busch Richard Childress Racing
13 11 Denny Hamlin Joe Gibbs Racing
14 17 Chris Buescher RFK Racing
15 12 Ryan Blaney Team Penske
16 60 Ryan Preece RFK Racing
17 99 Daniel Suarez Trackhouse Racing
18 71 Michael McDowell Spire Motorsports
19 22 Joey Logano Team Penske
20 6 Brad Keselowski RFK Racing
21 38 Zane Smith Front Row Motorsports
22 42 John Hunter Nemechek Legacy Motor Club
23 77 Carson Hocevar Spire Motorsports
24 2 Austin Cindric Team Penske
25 3 Austin Dillon Richard Childress Racing
26 41 Cole Custer Haas Factory Team
27 23 Bubba Wallace 23XI Racing
28 43 Erik Jones Legacy Motor Club
29 10 Ty Dillon Kaulig Racing
30 47 Ricky Stenhouse Jr. Hyak Motorsports
31 7 Justin Haley Spire Motorsports
32 21 Josh Berry Wood Brothers Racing
33 35 Riley Herbst 23XI Racing
34 34 Todd Gilliland Front Row Motorsports
35 4 Noah Gragson Front Row Motorsports
36 78 Katherine Legge Live Fast Motorsports
37 51 Cody Ware Rick Ware Racing
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 88 Shane van Gisbergen Trackhouse Racing 6.42 48.8% 60% 68% 75% 89% 10.8%
2 45 Tyler Reddick 23XI Racing 5.71 36.3% 46% 67% 75% 87% 13.4%
3 19 Chase Briscoe Joe Gibbs Racing 5.71 24.6% 52% 66% 83% 96% 4.5%
4 48 Alex Bowman Hendrick Motorsports 5.58 29.2% 44% 65% 81% 91% 9.0%
5 1 Ross Chastain Trackhouse Racing 5.57 25.2% 49% 70% 78% 87% 12.8%
6 16 A.J. Allmendinger Kaulig Racing
7 54 Ty Gibbs Joe Gibbs Racing
8 24 William Byron Hendrick Motorsports
9 5 Kyle Larson Hendrick Motorsports
10 20 Christopher Bell Joe Gibbs Racing
11 9 Chase Elliott Hendrick Motorsports
12 8 Kyle Busch Richard Childress Racing
13 11 Denny Hamlin Joe Gibbs Racing
14 17 Chris Buescher RFK Racing
15 12 Ryan Blaney Team Penske
16 60 Ryan Preece RFK Racing
17 99 Daniel Suarez Trackhouse Racing
18 71 Michael McDowell Spire Motorsports
19 22 Joey Logano Team Penske
20 6 Brad Keselowski RFK Racing
21 38 Zane Smith Front Row Motorsports
22 42 John Hunter Nemechek Legacy Motor Club
23 77 Carson Hocevar Spire Motorsports
24 2 Austin Cindric Team Penske
25 3 Austin Dillon Richard Childress Racing
26 41 Cole Custer Haas Factory Team
27 23 Bubba Wallace 23XI Racing
28 43 Erik Jones Legacy Motor Club
29 10 Ty Dillon Kaulig Racing
30 47 Ricky Stenhouse Jr. Hyak Motorsports
31 7 Justin Haley Spire Motorsports
32 21 Josh Berry Wood Brothers Racing
33 35 Riley Herbst 23XI Racing
34 34 Todd Gilliland Front Row Motorsports
35 4 Noah Gragson Front Row Motorsports
36 78 Katherine Legge Live Fast Motorsports
37 51 Cody Ware Rick Ware Racing
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 88 Shane van Gisbergen Trackhouse Racing P1 6.42 1515 1515 21.5 +18.0 -6.7
2 45 Tyler Reddick 23XI Racing P8 5.71 1514 1513 21.8 +11.0 -2.8
3 19 Chase Briscoe Joe Gibbs Racing P2 5.71 1501 1501 25.8 +17.0 -2.8
4 48 Alex Bowman Hendrick Motorsports P9 5.58 1512 1510 27.6 +10.0 +2.0
5 1 Ross Chastain Trackhouse Racing P4 5.57 1511 1509 21.5 +15.0 -4.5
6 16 A.J. Allmendinger Kaulig Racing
7 54 Ty Gibbs Joe Gibbs Racing
8 24 William Byron Hendrick Motorsports
9 5 Kyle Larson Hendrick Motorsports
10 20 Christopher Bell Joe Gibbs Racing
11 9 Chase Elliott Hendrick Motorsports
12 8 Kyle Busch Richard Childress Racing
13 11 Denny Hamlin Joe Gibbs Racing
14 17 Chris Buescher RFK Racing
15 12 Ryan Blaney Team Penske
16 60 Ryan Preece RFK Racing
17 99 Daniel Suarez Trackhouse Racing
18 71 Michael McDowell Spire Motorsports
19 22 Joey Logano Team Penske
20 6 Brad Keselowski RFK Racing
21 38 Zane Smith Front Row Motorsports
22 42 John Hunter Nemechek Legacy Motor Club
23 77 Carson Hocevar Spire Motorsports
24 2 Austin Cindric Team Penske
25 3 Austin Dillon Richard Childress Racing
26 41 Cole Custer Haas Factory Team
27 23 Bubba Wallace 23XI Racing
28 43 Erik Jones Legacy Motor Club
29 10 Ty Dillon Kaulig Racing
30 47 Ricky Stenhouse Jr. Hyak Motorsports
31 7 Justin Haley Spire Motorsports
32 21 Josh Berry Wood Brothers Racing
33 35 Riley Herbst 23XI Racing
34 34 Todd Gilliland Front Row Motorsports
35 4 Noah Gragson Front Row Motorsports
36 78 Katherine Legge Live Fast Motorsports
37 51 Cody Ware Rick Ware Racing
32 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:56
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