Grid Walk / Cup Series
Model live
RACE 17 / 36 2026 CUP SERIES • POST-QUALIFYING

Naval Base CoronadoAnduril 250

DateSunday, June 21, 2026
Track TypeRoad Course
Field39 drivers
ROAD COURSE
Naval Base Coronado Updated 2026-06-21 21:15

01 Model Brief

Generated 2026-06-21 21:15
#1
Best by Expected Points · Win 17.8%

Shane van Gisbergen • #97 Trackhouse Racing

Why: strong track-type ELO, front-row start (P1).
Lowest DNF risk: Chase Briscoe (6.7%) · 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 17.8% • Top-5 33% • EP 4.37
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cody Ware
DNF prob 30.6%
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
#97 Trackhouse Racing
1
Shane van Gisbergen
Win 17.8%
Top-5 33%
Exp pts 4.37
Start P1
Driver ELO 1496
Track-type ELO 1514
Why this pick Why: strong track-type ELO, front-row start (P1).
#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.
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Full driver breakdowns

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

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#12 Team Penske
3
Ryan Blaney
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
#97Shane van Gisbergen
17.8%
#60Ryan Preece
8.3%
#71Michael McDowell
— SUB
#54Ty Gibbs
— SUB
#12Ryan Blaney
— SUB
Best Top-3 Picks
#97Shane van Gisbergen
25.5%
#54Ty Gibbs
18.1%
#71Michael McDowell
— SUB
#45Tyler Reddick
— SUB
#12Ryan Blaney
— SUB
Best Top-5 Picks
#97Shane van Gisbergen
33.2%
#54Ty Gibbs
30.4%
#45Tyler Reddick
— SUB
#12Ryan Blaney
— SUB
#71Michael McDowell
— SUB
Best Top-10 Picks
#54Ty Gibbs
50.8%
#97Shane van Gisbergen
50.1%
#12Ryan Blaney
— SUB
#71Michael McDowell
— SUB
#45Tyler Reddick
— SUB
Best Value
#54Ty Gibbs
3.77
#12Ryan Blaney
3.59
#97Shane van Gisbergen
— SUB
#71Michael McDowell
— SUB
#45Tyler Reddick
— SUB
Highest DNF Risk
#51Cody Ware
30.6%
#97Shane van Gisbergen
17.9%
#3Austin Dillon
— SUB
#16A.J. Allmendinger
— SUB
#42John Hunter Nemechek
— 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 97 Shane van Gisbergen Trackhouse Racing P1 4.37 17.8% 25.5% 33% 50% 17.9% 1496 19.9 — —
2 54 Ty Gibbs Joe Gibbs Racing P11 4.16 5.8% 18.1% 30% 51% 9.3% 1510 27.1 — —
3 12 Ryan Blaney Team Penske P3 3.89 5.6% 14.8% 24% 50% 7.7% 1509 23.9 — —
4 71 Michael McDowell Spire Motorsports P9 3.85 7.4% 15.2% 23% 48% 9.5% 1506 23.4 — —
5 45 Tyler Reddick 23XI Racing P17 3.74 4.9% 15.0% 25% 41% 8.1% 1515 23.8 — —
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
7 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
8 60 Ryan Preece RFK Racing — — — — — — — — — — —
9 5 Kyle Larson Hendrick Motorsports — — — — — — — — — — —
10 17 Chris Buescher RFK Racing — — — — — — — — — — —
11 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
12 7 Daniel Suarez Spire Motorsports — — — — — — — — — — —
13 48 Alex Bowman Hendrick Motorsports — — — — — — — — — — —
14 11 Denny Hamlin Joe Gibbs Racing — — — — — — — — — — —
15 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
16 20 Christopher Bell Joe Gibbs Racing — — — — — — — — — — —
17 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
18 24 William Byron Hendrick Motorsports — — — — — — — — — — —
19 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
20 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
21 Corey Heim — — — — — — — — — — —
22 2 Austin Cindric Team Penske — — — — — — — — — — —
23 22 Joey Logano Team Penske — — — — — — — — — — —
24 6 Brad Keselowski RFK Racing — — — — — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
26 88 Connor Zilisch Trackhouse Racing — — — — — — — — — — —
27 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — — — — — —
29 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
30 Kevin Magnussen — — — — — — — — — — —
31 33 Austin Hill Richard Childress Racing — — — — — — — — — — —
32 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
33 41 Cole Custer Haas Factory Team — — — — — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
35 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
36 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
37 Jimmie Johnson — — — — — — — — — — —
38 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
39 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 97 Shane van Gisbergen Trackhouse Racing 4.37 17.8% 33% 50% 67% 82% 17.9%
2 54 Ty Gibbs Joe Gibbs Racing 4.16 5.8% 30% 51% 73% 91% 9.3%
3 12 Ryan Blaney Team Penske 3.89 5.6% 24% 50% 66% 92% 7.7%
4 71 Michael McDowell Spire Motorsports 3.85 7.4% 23% 48% 65% 90% 9.5%
5 45 Tyler Reddick 23XI Racing 3.74 4.9% 25% 41% 68% 92% 8.1%
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
7 77 Carson Hocevar Spire Motorsports — — — — — — —
8 60 Ryan Preece RFK Racing — — — — — — —
9 5 Kyle Larson Hendrick Motorsports — — — — — — —
10 17 Chris Buescher RFK Racing — — — — — — —
11 16 A.J. Allmendinger Kaulig Racing — — — — — — —
12 7 Daniel Suarez Spire Motorsports — — — — — — —
13 48 Alex Bowman Hendrick Motorsports — — — — — — —
14 11 Denny Hamlin Joe Gibbs Racing — — — — — — —
15 23 Bubba Wallace 23XI Racing — — — — — — —
16 20 Christopher Bell Joe Gibbs Racing — — — — — — —
17 1 Ross Chastain Trackhouse Racing — — — — — — —
18 24 William Byron Hendrick Motorsports — — — — — — —
19 38 Zane Smith Front Row Motorsports — — — — — — —
20 34 Todd Gilliland Front Row Motorsports — — — — — — —
21 Corey Heim — — — — — — —
22 2 Austin Cindric Team Penske — — — — — — —
23 22 Joey Logano Team Penske — — — — — — —
24 6 Brad Keselowski RFK Racing — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — —
26 88 Connor Zilisch Trackhouse Racing — — — — — — —
27 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — —
29 9 Chase Elliott Hendrick Motorsports — — — — — — —
30 Kevin Magnussen — — — — — — —
31 33 Austin Hill Richard Childress Racing — — — — — — —
32 43 Erik Jones Legacy Motor Club — — — — — — —
33 41 Cole Custer Haas Factory Team — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
36 10 Ty Dillon Kaulig Racing — — — — — — —
37 Jimmie Johnson — — — — — — —
38 21 Josh Berry Wood Brothers Racing — — — — — — —
39 51 Cody Ware Rick Ware Racing — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 97 Shane van Gisbergen Trackhouse Racing P1 4.37 1496 1514 19.9 +19.0 +2.2
2 54 Ty Gibbs Joe Gibbs Racing P11 4.16 1510 1513 27.1 +9.0 -1.7
3 12 Ryan Blaney Team Penske P3 3.89 1509 1508 23.9 +17.0 -6.5
4 71 Michael McDowell Spire Motorsports P9 3.85 1506 1513 23.4 +11.0 -5.0
5 45 Tyler Reddick 23XI Racing P17 3.74 1515 1512 23.8 +3.0 +2.7
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
7 77 Carson Hocevar Spire Motorsports — — — — — — —
8 60 Ryan Preece RFK Racing — — — — — — —
9 5 Kyle Larson Hendrick Motorsports — — — — — — —
10 17 Chris Buescher RFK Racing — — — — — — —
11 16 A.J. Allmendinger Kaulig Racing — — — — — — —
12 7 Daniel Suarez Spire Motorsports — — — — — — —
13 48 Alex Bowman Hendrick Motorsports — — — — — — —
14 11 Denny Hamlin Joe Gibbs Racing — — — — — — —
15 23 Bubba Wallace 23XI Racing — — — — — — —
16 20 Christopher Bell Joe Gibbs Racing — — — — — — —
17 1 Ross Chastain Trackhouse Racing — — — — — — —
18 24 William Byron Hendrick Motorsports — — — — — — —
19 38 Zane Smith Front Row Motorsports — — — — — — —
20 34 Todd Gilliland Front Row Motorsports — — — — — — —
21 Corey Heim — — — — — — —
22 2 Austin Cindric Team Penske — — — — — — —
23 22 Joey Logano Team Penske — — — — — — —
24 6 Brad Keselowski RFK Racing — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — —
26 88 Connor Zilisch Trackhouse Racing — — — — — — —
27 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — —
29 9 Chase Elliott Hendrick Motorsports — — — — — — —
30 Kevin Magnussen — — — — — — —
31 33 Austin Hill Richard Childress Racing — — — — — — —
32 43 Erik Jones Legacy Motor Club — — — — — — —
33 41 Cole Custer Haas Factory Team — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
36 10 Ty Dillon Kaulig Racing — — — — — — —
37 Jimmie Johnson — — — — — — —
38 21 Josh Berry Wood Brothers Racing — — — — — — —
39 51 Cody Ware Rick Ware Racing — — — — — — —
34 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-06-21 21:15
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