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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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.
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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
#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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