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
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
B.J. McLeod
DNF prob 41.1%
Race Confidence
HIGH • 91/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
91/100
HIGH
Short ovals reward consistency and qualifying position. Model has historically been most accurate at this track type.
Win pick hit rate
17%
Top-5 hit rate
60%
Rank fit (ρ)
0.57

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.
Subscriber Spotlight

Full driver breakdowns

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.
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
#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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