Grid Walk / Cup Series
Model live
RACE 21 / 36 2026 CUP SERIES • POST-QUALIFYING • POST-PRACTICE

North Wilkesboro SpeedwayWindow World 400

DateSunday, July 19, 2026
Track TypeShort Track
Field38 drivers
SHORT TRACK
North Wilkesboro Speedway Updated 2026-07-19 21:15 • Practice

01 Model Brief

Generated 2026-07-19 21:15
#1
Best by Expected Points · Win 17.4%

Ryan Blaney • #12 Team Penske

Why: strong track-type ELO, top-tier driver ELO, front-row start (P1).
Lowest DNF risk: Joey Logano (4.2%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Ryan Blaney
Win 17.4% • Top-5 49%EP 5.46
Safest Play
— — — — —
Top-10 prob • DNF risk
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Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
B.J. McLeod
DNF prob 41.1%
Race Confidence
HIGH • 82/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
82/100
HIGH
Short ovals reward consistency and qualifying position. Model has historically been most accurate at this track type.
Win pick hit rate
8%
Top-5 hit rate
50%
Rank fit (ρ)
0.53

03 Driver Spotlight

Top 3 by EP
#12 Team Penske
1
Ryan Blaney
Win 17.4%
Top-5 49%
Exp pts 5.46
Start P1
Driver ELO 1516
Track-type ELO 1514
Why this pick Why: strong track-type ELO, top-tier driver 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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#11 Joe Gibbs Racing
3
Denny Hamlin
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
#12Ryan Blaney
17.4%
#11Denny Hamlin
11.8%
#77Carson Hocevar
SUB
#54Ty Gibbs
SUB
#20Christopher Bell
SUB
Best Top-3 Picks
#12Ryan Blaney
33.2%
#11Denny Hamlin
26.7%
#54Ty Gibbs
SUB
#77Carson Hocevar
SUB
#20Christopher Bell
SUB
Best Top-5 Picks
#12Ryan Blaney
48.9%
#11Denny Hamlin
41.6%
#54Ty Gibbs
SUB
#9Chase Elliott
SUB
#77Carson Hocevar
SUB
Best Top-10 Picks
#54Ty Gibbs
68.5%
#12Ryan Blaney
66.2%
#11Denny Hamlin
SUB
#20Christopher Bell
SUB
#77Carson Hocevar
SUB
Best Value
#12Ryan Blaney
5.20
#54Ty Gibbs
5.03
#11Denny Hamlin
SUB
#20Christopher Bell
SUB
#22Joey Logano
SUB
Highest DNF Risk
#B.J. McLeod
41.1%
#Chad Finchum
38.5%
#16A.J. Allmendinger
SUB
#35Riley Herbst
SUB
#51Cody Ware
SUB
Practice Risers

Drivers who outran their model rank in practice this week — the kind of edge fantasy and bet builders look for.

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05 Full Projections

38 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 12 Ryan Blaney Team Penske P1 5.46 17.4% 33.2% 49% 66% 4.7% 1516 24.4 +0.20
2 54 Ty Gibbs Joe Gibbs Racing P2 5.32 10.2% 24.5% 39% 69% 5.6% 1514 27.5 +0.26
3 11 Denny Hamlin Joe Gibbs Racing P7 5.25 11.8% 26.7% 42% 64% 6.0% 1509 27.5 +0.30
4 20 Christopher Bell Joe Gibbs Racing P3 5.01 9.3% 18.6% 28% 58% 5.4% 1515 27.5 +0.43
5 22 Joey Logano Team Penske P11 4.60 4.8% 17.2% 30% 49% 4.2% 1509 24.4 +0.32
6 77 Carson Hocevar Spire Motorsports
7 9 Chase Elliott Hendrick Motorsports
8 45 Tyler Reddick 23XI Racing
9 24 William Byron Hendrick Motorsports
10 2 Austin Cindric Team Penske
11 5 Kyle Larson Hendrick Motorsports
12 19 Chase Briscoe Joe Gibbs Racing
13 60 Ryan Preece RFK Racing
14 23 Bubba Wallace 23XI Racing
15 17 Chris Buescher RFK Racing
16 3 Austin Dillon Richard Childress Racing
17 48 Alex Bowman Hendrick Motorsports
18 97 Shane van Gisbergen Trackhouse Racing
19 43 Erik Jones Legacy Motor Club
20 6 Brad Keselowski RFK Racing
21 1 Ross Chastain Trackhouse Racing
22 71 Michael McDowell Spire Motorsports
23 7 Daniel Suarez Spire Motorsports
24 34 Todd Gilliland Front Row Motorsports
25 35 Riley Herbst 23XI Racing
26 42 John Hunter Nemechek Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 41 Cole Custer Haas Factory Team
29 38 Zane Smith Front Row Motorsports
30 10 Ty Dillon Kaulig Racing
31 21 Josh Berry Wood Brothers Racing
32 16 A.J. Allmendinger Kaulig Racing
33 4 Noah Gragson Front Row Motorsports
34 88 Connor Zilisch Trackhouse Racing
35 33 Austin Hill Richard Childress Racing
36 51 Cody Ware Rick Ware Racing
37 B.J. McLeod
38 Chad Finchum
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 12 Ryan Blaney Team Penske 5.46 17.4% 49% 66% 76% 95% 4.7%
2 54 Ty Gibbs Joe Gibbs Racing 5.32 10.2% 39% 69% 82% 94% 5.6%
3 11 Denny Hamlin Joe Gibbs Racing 5.25 11.8% 42% 64% 81% 94% 6.0%
4 20 Christopher Bell Joe Gibbs Racing 5.01 9.3% 28% 58% 79% 95% 5.4%
5 22 Joey Logano Team Penske 4.60 4.8% 30% 49% 79% 96% 4.2%
6 77 Carson Hocevar Spire Motorsports
7 9 Chase Elliott Hendrick Motorsports
8 45 Tyler Reddick 23XI Racing
9 24 William Byron Hendrick Motorsports
10 2 Austin Cindric Team Penske
11 5 Kyle Larson Hendrick Motorsports
12 19 Chase Briscoe Joe Gibbs Racing
13 60 Ryan Preece RFK Racing
14 23 Bubba Wallace 23XI Racing
15 17 Chris Buescher RFK Racing
16 3 Austin Dillon Richard Childress Racing
17 48 Alex Bowman Hendrick Motorsports
18 97 Shane van Gisbergen Trackhouse Racing
19 43 Erik Jones Legacy Motor Club
20 6 Brad Keselowski RFK Racing
21 1 Ross Chastain Trackhouse Racing
22 71 Michael McDowell Spire Motorsports
23 7 Daniel Suarez Spire Motorsports
24 34 Todd Gilliland Front Row Motorsports
25 35 Riley Herbst 23XI Racing
26 42 John Hunter Nemechek Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 41 Cole Custer Haas Factory Team
29 38 Zane Smith Front Row Motorsports
30 10 Ty Dillon Kaulig Racing
31 21 Josh Berry Wood Brothers Racing
32 16 A.J. Allmendinger Kaulig Racing
33 4 Noah Gragson Front Row Motorsports
34 88 Connor Zilisch Trackhouse Racing
35 33 Austin Hill Richard Childress Racing
36 51 Cody Ware Rick Ware Racing
37 B.J. McLeod
38 Chad Finchum
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 12 Ryan Blaney Team Penske P1 5.46 1516 1514 24.4 +18.5 +7.2
2 54 Ty Gibbs Joe Gibbs Racing P2 5.32 1514 1515 27.5 +17.5 -2.3
3 11 Denny Hamlin Joe Gibbs Racing P7 5.25 1509 1509 27.5 +12.5 -5.2
4 20 Christopher Bell Joe Gibbs Racing P3 5.01 1515 1498 27.5 +16.5 +4.7
5 22 Joey Logano Team Penske P11 4.60 1509 1511 24.4 +8.5 -2.0
6 77 Carson Hocevar Spire Motorsports
7 9 Chase Elliott Hendrick Motorsports
8 45 Tyler Reddick 23XI Racing
9 24 William Byron Hendrick Motorsports
10 2 Austin Cindric Team Penske
11 5 Kyle Larson Hendrick Motorsports
12 19 Chase Briscoe Joe Gibbs Racing
13 60 Ryan Preece RFK Racing
14 23 Bubba Wallace 23XI Racing
15 17 Chris Buescher RFK Racing
16 3 Austin Dillon Richard Childress Racing
17 48 Alex Bowman Hendrick Motorsports
18 97 Shane van Gisbergen Trackhouse Racing
19 43 Erik Jones Legacy Motor Club
20 6 Brad Keselowski RFK Racing
21 1 Ross Chastain Trackhouse Racing
22 71 Michael McDowell Spire Motorsports
23 7 Daniel Suarez Spire Motorsports
24 34 Todd Gilliland Front Row Motorsports
25 35 Riley Herbst 23XI Racing
26 42 John Hunter Nemechek Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 41 Cole Custer Haas Factory Team
29 38 Zane Smith Front Row Motorsports
30 10 Ty Dillon Kaulig Racing
31 21 Josh Berry Wood Brothers Racing
32 16 A.J. Allmendinger Kaulig Racing
33 4 Noah Gragson Front Row Motorsports
34 88 Connor Zilisch Trackhouse Racing
35 33 Austin Hill Richard Childress Racing
36 51 Cody Ware Rick Ware Racing
37 B.J. McLeod
38 Chad Finchum
33 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-07-19 21:15 • Practice blended
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