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 • 76/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L10 of road course
76/100
HIGH
Road courses introduce more variance. Specialists outperform the field; cautions tend to cluster late.
Win pick hit rate
30%
Top-5 hit rate
46%
Rank fit (ρ)
0.50

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.
Subscriber Spotlight

Full driver breakdowns

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

Unlock the full race sheet
#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.
Subscriber Spotlight

Full driver breakdowns

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

Unlock the full race sheet

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.
Full sortable table, all probabilities, CSV download, and the Betting/DFS lenses ship with the Race Week Pass.
Download CSV ◦ subscriber Unlock the full race sheet
Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:56
Unlock the full race sheet$9/wk · $25.03/mo · cancel anytime
Activating your access…
Welcome to the paid tier — full board unlocked.