Grid Walk / Cup Series
Model live
RACE 24 / 36 2025 CUP SERIES • POST-QUALIFYING

Watkins Glen InternationalGo Bowling at The Glen

DateSunday, August 10, 2025
Track TypeRoad Course
Field39 drivers
ROAD COURSE
Watkins Glen International Updated 2026-03-17 08:56

01 Model Brief

Generated 2026-03-17 08:56
#1
Best by Expected Points · Win 36.9%

Christopher Bell • #20 Joe Gibbs Racing

Why: strong track-type ELO, top-10 starting spot (P9), strong organization rating.
Best Win odds: Chase Briscoe (40.5%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Christopher Bell
Win 36.9% • Top-5 58%EP 6.23
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Katherine Legge
DNF prob 29.8%
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
#20 Joe Gibbs Racing
1
Christopher Bell
Win 36.9%
Top-5 58%
Exp pts 6.23
Start P9
Driver ELO 1506
Track-type ELO 1512
Why this pick Why: strong track-type ELO, top-10 starting spot (P9), strong organization rating.
#19 Joe Gibbs Racing
2
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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Why this pick, watch-outs, and the features driving the rank.

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#9 Hendrick Motorsports
3
Chase Elliott
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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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
#19Chase Briscoe
40.5%
#20Christopher Bell
36.9%
#1Ross Chastain
SUB
#9Chase Elliott
SUB
#88Shane van Gisbergen
SUB
Best Top-3 Picks
#19Chase Briscoe
47.9%
#20Christopher Bell
47.5%
#9Chase Elliott
SUB
#1Ross Chastain
SUB
#88Shane van Gisbergen
SUB
Best Top-5 Picks
#20Christopher Bell
58.0%
#19Chase Briscoe
55.3%
#9Chase Elliott
SUB
#88Shane van Gisbergen
SUB
#54Ty Gibbs
SUB
Best Top-10 Picks
#20Christopher Bell
70.8%
#19Chase Briscoe
67.4%
#54Ty Gibbs
SUB
#24William Byron
SUB
#48Alex Bowman
SUB
Best Value
#20Christopher Bell
5.91
#19Chase Briscoe
5.35
#9Chase Elliott
SUB
#54Ty Gibbs
SUB
#88Shane van Gisbergen
SUB
Highest DNF Risk
#78Katherine Legge
29.8%
#44J.J. Yeley
29.0%
#71Michael McDowell
SUB
#66Josh Bilicki
SUB
#38Zane Smith
SUB

05 Full Projections

39 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 20 Christopher Bell Joe Gibbs Racing P9 6.23 36.9% 47.5% 58% 71% 5.1% 1506 27.1
2 19 Chase Briscoe Joe Gibbs Racing P3 6.10 40.5% 47.9% 55% 67% 12.4% 1516 27.1
3 9 Chase Elliott Hendrick Motorsports P20 5.46 30.5% 39.2% 48% 60% 9.9% 1507 27.6
4 54 Ty Gibbs Joe Gibbs Racing P14 5.32 21.2% 34.2% 47% 63% 8.7% 1503 27.1
5 1 Ross Chastain Trackhouse Racing P4 5.23 32.9% 37.7% 43% 57% 15.5% 1509 20.7
6 88 Shane van Gisbergen Trackhouse Racing
7 48 Alex Bowman Hendrick Motorsports
8 24 William Byron Hendrick Motorsports
9 8 Kyle Busch Richard Childress Racing
10 12 Ryan Blaney Team Penske
11 45 Tyler Reddick 23XI Racing
12 17 Chris Buescher RFK Racing
13 22 Joey Logano Team Penske
14 71 Michael McDowell Spire Motorsports
15 5 Kyle Larson Hendrick Motorsports
16 60 Ryan Preece RFK Racing
17 16 A.J. Allmendinger Kaulig Racing
18 11 Denny Hamlin Joe Gibbs Racing
19 77 Carson Hocevar Spire Motorsports
20 6 Brad Keselowski RFK Racing
21 99 Daniel Suarez Trackhouse Racing
22 2 Austin Cindric Team Penske
23 23 Bubba Wallace 23XI Racing
24 3 Austin Dillon Richard Childress Racing
25 42 John Hunter Nemechek Legacy Motor Club
26 7 Justin Haley Spire Motorsports
27 38 Zane Smith Front Row Motorsports
28 10 Ty Dillon Kaulig Racing
29 21 Josh Berry Wood Brothers Racing
30 41 Cole Custer Haas Factory Team
31 43 Erik Jones Legacy Motor Club
32 35 Riley Herbst 23XI Racing
33 34 Todd Gilliland Front Row Motorsports
34 47 Ricky Stenhouse Jr. Hyak Motorsports
35 51 Cody Ware Rick Ware Racing
36 4 Noah Gragson Front Row Motorsports
37 78 Katherine Legge Live Fast Motorsports
38 66 Josh Bilicki Garage 66
39 44 J.J. Yeley NY Racing Team
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 20 Christopher Bell Joe Gibbs Racing 6.23 36.9% 58% 71% 80% 95% 5.1%
2 19 Chase Briscoe Joe Gibbs Racing 6.10 40.5% 55% 67% 78% 88% 12.4%
3 9 Chase Elliott Hendrick Motorsports 5.46 30.5% 48% 60% 74% 90% 9.9%
4 54 Ty Gibbs Joe Gibbs Racing 5.32 21.2% 47% 63% 78% 91% 8.7%
5 1 Ross Chastain Trackhouse Racing 5.23 32.9% 43% 57% 71% 85% 15.5%
6 88 Shane van Gisbergen Trackhouse Racing
7 48 Alex Bowman Hendrick Motorsports
8 24 William Byron Hendrick Motorsports
9 8 Kyle Busch Richard Childress Racing
10 12 Ryan Blaney Team Penske
11 45 Tyler Reddick 23XI Racing
12 17 Chris Buescher RFK Racing
13 22 Joey Logano Team Penske
14 71 Michael McDowell Spire Motorsports
15 5 Kyle Larson Hendrick Motorsports
16 60 Ryan Preece RFK Racing
17 16 A.J. Allmendinger Kaulig Racing
18 11 Denny Hamlin Joe Gibbs Racing
19 77 Carson Hocevar Spire Motorsports
20 6 Brad Keselowski RFK Racing
21 99 Daniel Suarez Trackhouse Racing
22 2 Austin Cindric Team Penske
23 23 Bubba Wallace 23XI Racing
24 3 Austin Dillon Richard Childress Racing
25 42 John Hunter Nemechek Legacy Motor Club
26 7 Justin Haley Spire Motorsports
27 38 Zane Smith Front Row Motorsports
28 10 Ty Dillon Kaulig Racing
29 21 Josh Berry Wood Brothers Racing
30 41 Cole Custer Haas Factory Team
31 43 Erik Jones Legacy Motor Club
32 35 Riley Herbst 23XI Racing
33 34 Todd Gilliland Front Row Motorsports
34 47 Ricky Stenhouse Jr. Hyak Motorsports
35 51 Cody Ware Rick Ware Racing
36 4 Noah Gragson Front Row Motorsports
37 78 Katherine Legge Live Fast Motorsports
38 66 Josh Bilicki Garage 66
39 44 J.J. Yeley NY Racing Team
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 20 Christopher Bell Joe Gibbs Racing P9 6.23 1506 1512 27.1 +11.0 +9.0
2 19 Chase Briscoe Joe Gibbs Racing P3 6.10 1516 1514 27.1 +17.0 -1.2
3 9 Chase Elliott Hendrick Motorsports P20 5.46 1507 1513 27.6 +0.0 +6.3
4 54 Ty Gibbs Joe Gibbs Racing P14 5.32 1503 1511 27.1 +6.0 -7.5
5 1 Ross Chastain Trackhouse Racing P4 5.23 1509 1499 20.7 +16.0 -6.5
6 88 Shane van Gisbergen Trackhouse Racing
7 48 Alex Bowman Hendrick Motorsports
8 24 William Byron Hendrick Motorsports
9 8 Kyle Busch Richard Childress Racing
10 12 Ryan Blaney Team Penske
11 45 Tyler Reddick 23XI Racing
12 17 Chris Buescher RFK Racing
13 22 Joey Logano Team Penske
14 71 Michael McDowell Spire Motorsports
15 5 Kyle Larson Hendrick Motorsports
16 60 Ryan Preece RFK Racing
17 16 A.J. Allmendinger Kaulig Racing
18 11 Denny Hamlin Joe Gibbs Racing
19 77 Carson Hocevar Spire Motorsports
20 6 Brad Keselowski RFK Racing
21 99 Daniel Suarez Trackhouse Racing
22 2 Austin Cindric Team Penske
23 23 Bubba Wallace 23XI Racing
24 3 Austin Dillon Richard Childress Racing
25 42 John Hunter Nemechek Legacy Motor Club
26 7 Justin Haley Spire Motorsports
27 38 Zane Smith Front Row Motorsports
28 10 Ty Dillon Kaulig Racing
29 21 Josh Berry Wood Brothers Racing
30 41 Cole Custer Haas Factory Team
31 43 Erik Jones Legacy Motor Club
32 35 Riley Herbst 23XI Racing
33 34 Todd Gilliland Front Row Motorsports
34 47 Ricky Stenhouse Jr. Hyak Motorsports
35 51 Cody Ware Rick Ware Racing
36 4 Noah Gragson Front Row Motorsports
37 78 Katherine Legge Live Fast Motorsports
38 66 Josh Bilicki Garage 66
39 44 J.J. Yeley NY Racing Team
34 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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