Grid Walk / Cup Series
Model live
RACE 19 / 36 2025 CUP SERIES • POST-QUALIFYING

Chicago Street CourseGrant Park 165

DateSunday, July 6, 2025
Track TypeRoad Course
Field40 drivers
ROAD COURSE
Chicago Street Course Updated 2026-03-17 08:56

01 Model Brief

Generated 2026-03-17 08:56
#1
Best by Expected Points · Win 50.6%

Shane van Gisbergen • #88 Trackhouse Racing

Why: strong track-type ELO, front-row start (P1), recent strong start-finish gain at this track type.
Lowest DNF risk: Joey Logano (4.0%) · 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 50.6% • Top-5 64% • EP 6.83
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Katherine Legge
DNF prob 29.0%
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 50.6%
Top-5 64%
Exp pts 6.83
Start P1
Driver ELO 1501
Track-type ELO 1515
Why this pick Why: strong track-type ELO, front-row start (P1), recent strong start-finish gain at this track type.
#54 Joe Gibbs Racing
2
Ty Gibbs
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.

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#8 Richard Childress Racing
3
Kyle Busch
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.

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04 Quick Picks

Top 2 free • full list w/ subscriber
Best Win Picks
#88Shane van Gisbergen
50.6%
#71Michael McDowell
27.7%
#45Tyler Reddick
— SUB
#48Alex Bowman
— SUB
#8Kyle Busch
— SUB
Best Top-3 Picks
#88Shane van Gisbergen
57.4%
#8Kyle Busch
33.5%
#71Michael McDowell
— SUB
#19Chase Briscoe
— SUB
#45Tyler Reddick
— SUB
Best Top-5 Picks
#88Shane van Gisbergen
64.2%
#19Chase Briscoe
53.3%
#8Kyle Busch
— SUB
#54Ty Gibbs
— SUB
#45Tyler Reddick
— SUB
Best Top-10 Picks
#88Shane van Gisbergen
73.7%
#54Ty Gibbs
67.7%
#19Chase Briscoe
— SUB
#8Kyle Busch
— SUB
#17Chris Buescher
— SUB
Best Value
#88Shane van Gisbergen
6.41
#54Ty Gibbs
4.89
#19Chase Briscoe
— SUB
#8Kyle Busch
— SUB
#17Chris Buescher
— SUB
Highest DNF Risk
#78Katherine Legge
29.0%
#33Austin Hill
23.9%
#10Ty Dillon
— SUB
#35Riley Herbst
— SUB
#71Michael McDowell
— SUB

05 Full Projections

40 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 6.83 50.6% 57.4% 64% 74% 6.1% 1501 21.7 — —
2 54 Ty Gibbs Joe Gibbs Racing P9 5.21 15.0% 28.5% 42% 68% 6.2% 1509 25.5 — —
3 8 Kyle Busch Richard Childress Racing P6 5.15 18.7% 33.5% 48% 63% 12.6% 1503 21.0 — —
4 19 Chase Briscoe Joe Gibbs Racing P5 5.12 5.7% 29.5% 53% 66% 7.3% 1497 25.5 — —
5 45 Tyler Reddick 23XI Racing P4 4.94 19.5% 29.4% 39% 61% 13.0% 1514 21.7 — —
6 17 Chris Buescher RFK Racing — — — — — — — — — — —
7 48 Alex Bowman Hendrick Motorsports — — — — — — — — — — —
8 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
9 5 Kyle Larson Hendrick Motorsports — — — — — — — — — — —
10 22 Joey Logano Team Penske — — — — — — — — — — —
11 24 William Byron Hendrick Motorsports — — — — — — — — — — —
12 11 Denny Hamlin Joe Gibbs Racing — — — — — — — — — — —
13 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
14 60 Ryan Preece RFK Racing — — — — — — — — — — —
15 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
16 20 Christopher Bell Joe Gibbs Racing — — — — — — — — — — —
17 12 Ryan Blaney Team Penske — — — — — — — — — — —
18 99 Daniel Suarez Trackhouse Racing — — — — — — — — — — —
19 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
20 6 Brad Keselowski RFK Racing — — — — — — — — — — —
21 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
22 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
23 41 Cole Custer Haas Factory Team — — — — — — — — — — —
24 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
25 13 Will Brown Kaulig Racing — — — — — — — — — — —
26 2 Austin Cindric Team Penske — — — — — — — — — — —
27 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — — — — — —
29 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
30 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
31 7 Justin Haley Spire Motorsports — — — — — — — — — — —
32 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
33 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
35 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
36 33 Austin Hill Richard Childress Racing — — — — — — — — — — —
37 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
38 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
39 66 Josh Bilicki Garage 66 — — — — — — — — — — —
40 78 Katherine Legge Live Fast Motorsports — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 88 Shane van Gisbergen Trackhouse Racing 6.83 50.6% 64% 74% 81% 94% 6.1%
2 54 Ty Gibbs Joe Gibbs Racing 5.21 15.0% 42% 68% 82% 94% 6.2%
3 8 Kyle Busch Richard Childress Racing 5.15 18.7% 48% 63% 74% 87% 12.6%
4 19 Chase Briscoe Joe Gibbs Racing 5.12 5.7% 53% 66% 82% 93% 7.3%
5 45 Tyler Reddick 23XI Racing 4.94 19.5% 39% 61% 74% 87% 13.0%
6 17 Chris Buescher RFK Racing — — — — — — —
7 48 Alex Bowman Hendrick Motorsports — — — — — — —
8 71 Michael McDowell Spire Motorsports — — — — — — —
9 5 Kyle Larson Hendrick Motorsports — — — — — — —
10 22 Joey Logano Team Penske — — — — — — —
11 24 William Byron Hendrick Motorsports — — — — — — —
12 11 Denny Hamlin Joe Gibbs Racing — — — — — — —
13 9 Chase Elliott Hendrick Motorsports — — — — — — —
14 60 Ryan Preece RFK Racing — — — — — — —
15 1 Ross Chastain Trackhouse Racing — — — — — — —
16 20 Christopher Bell Joe Gibbs Racing — — — — — — —
17 12 Ryan Blaney Team Penske — — — — — — —
18 99 Daniel Suarez Trackhouse Racing — — — — — — —
19 16 A.J. Allmendinger Kaulig Racing — — — — — — —
20 6 Brad Keselowski RFK Racing — — — — — — —
21 3 Austin Dillon Richard Childress Racing — — — — — — —
22 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
23 41 Cole Custer Haas Factory Team — — — — — — —
24 77 Carson Hocevar Spire Motorsports — — — — — — —
25 13 Will Brown Kaulig Racing — — — — — — —
26 2 Austin Cindric Team Penske — — — — — — —
27 34 Todd Gilliland Front Row Motorsports — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — —
29 43 Erik Jones Legacy Motor Club — — — — — — —
30 38 Zane Smith Front Row Motorsports — — — — — — —
31 7 Justin Haley Spire Motorsports — — — — — — —
32 23 Bubba Wallace 23XI Racing — — — — — — —
33 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 21 Josh Berry Wood Brothers Racing — — — — — — —
36 33 Austin Hill Richard Childress Racing — — — — — — —
37 10 Ty Dillon Kaulig Racing — — — — — — —
38 51 Cody Ware Rick Ware Racing — — — — — — —
39 66 Josh Bilicki Garage 66 — — — — — — —
40 78 Katherine Legge Live Fast Motorsports — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 88 Shane van Gisbergen Trackhouse Racing P1 6.83 1501 1515 21.7 +19.5 -8.0
2 54 Ty Gibbs Joe Gibbs Racing P9 5.21 1509 1510 25.5 +11.5 -13.2
3 8 Kyle Busch Richard Childress Racing P6 5.15 1503 1491 21.0 +14.5 -2.5
4 19 Chase Briscoe Joe Gibbs Racing P5 5.12 1497 1511 25.5 +15.5 -1.7
5 45 Tyler Reddick 23XI Racing P4 4.94 1514 1503 21.7 +16.5 -4.0
6 17 Chris Buescher RFK Racing — — — — — — —
7 48 Alex Bowman Hendrick Motorsports — — — — — — —
8 71 Michael McDowell Spire Motorsports — — — — — — —
9 5 Kyle Larson Hendrick Motorsports — — — — — — —
10 22 Joey Logano Team Penske — — — — — — —
11 24 William Byron Hendrick Motorsports — — — — — — —
12 11 Denny Hamlin Joe Gibbs Racing — — — — — — —
13 9 Chase Elliott Hendrick Motorsports — — — — — — —
14 60 Ryan Preece RFK Racing — — — — — — —
15 1 Ross Chastain Trackhouse Racing — — — — — — —
16 20 Christopher Bell Joe Gibbs Racing — — — — — — —
17 12 Ryan Blaney Team Penske — — — — — — —
18 99 Daniel Suarez Trackhouse Racing — — — — — — —
19 16 A.J. Allmendinger Kaulig Racing — — — — — — —
20 6 Brad Keselowski RFK Racing — — — — — — —
21 3 Austin Dillon Richard Childress Racing — — — — — — —
22 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
23 41 Cole Custer Haas Factory Team — — — — — — —
24 77 Carson Hocevar Spire Motorsports — — — — — — —
25 13 Will Brown Kaulig Racing — — — — — — —
26 2 Austin Cindric Team Penske — — — — — — —
27 34 Todd Gilliland Front Row Motorsports — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — —
29 43 Erik Jones Legacy Motor Club — — — — — — —
30 38 Zane Smith Front Row Motorsports — — — — — — —
31 7 Justin Haley Spire Motorsports — — — — — — —
32 23 Bubba Wallace 23XI Racing — — — — — — —
33 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 21 Josh Berry Wood Brothers Racing — — — — — — —
36 33 Austin Hill Richard Childress Racing — — — — — — —
37 10 Ty Dillon Kaulig Racing — — — — — — —
38 51 Cody Ware Rick Ware Racing — — — — — — —
39 66 Josh Bilicki Garage 66 — — — — — — —
40 78 Katherine Legge Live Fast Motorsports — — — — — — —
35 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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