Grid Walk / Cup Series
Model live
RACE 30 / 36 2025 CUP SERIES • POST-QUALIFYING

New Hampshire Motor SpeedwayMobil 1 301

DateSunday, September 21, 2025
Track TypeShort Track
Field36 drivers
SHORT TRACK
New Hampshire Motor Speedway Updated 2026-03-17 08:57

01 Model Brief

Generated 2026-03-17 08:57
#1
Best by Expected Points · Win 29.6%

Joey Logano • #22 Team Penske

Why: strong track-type ELO, top-tier driver ELO, front-row start (P1).
Lowest DNF risk: William Byron (2.9%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Joey Logano
Win 29.6% • Top-5 54%EP 6.09
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Noah Gragson
DNF prob 23.0%
Race Confidence
HIGH • 85/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
85/100
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
52%
Rank fit (ρ)
0.56

03 Driver Spotlight

Top 3 by EP
#22 Team Penske
1
Joey Logano
Win 29.6%
Top-5 54%
Exp pts 6.09
Start P1
Driver ELO 1514
Track-type ELO 1513
Why this pick Why: strong track-type ELO, top-tier driver ELO, front-row start (P1).
#12 Team Penske
2
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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#24 Hendrick Motorsports
3
William Byron
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
#22Joey Logano
29.6%
#12Ryan Blaney
28.6%
#19Chase Briscoe
SUB
#24William Byron
SUB
#21Josh Berry
SUB
Best Top-3 Picks
#22Joey Logano
41.8%
#12Ryan Blaney
39.8%
#19Chase Briscoe
SUB
#24William Byron
SUB
#20Christopher Bell
SUB
Best Top-5 Picks
#22Joey Logano
54.1%
#20Christopher Bell
52.1%
#12Ryan Blaney
SUB
#11Denny Hamlin
SUB
#5Kyle Larson
SUB
Best Top-10 Picks
#24William Byron
74.4%
#11Denny Hamlin
73.5%
#22Joey Logano
SUB
#20Christopher Bell
SUB
#12Ryan Blaney
SUB
Best Value
#22Joey Logano
5.86
#24William Byron
5.61
#12Ryan Blaney
SUB
#11Denny Hamlin
SUB
#19Chase Briscoe
SUB
Highest DNF Risk
#4Noah Gragson
23.0%
#51Cody Ware
21.5%
#38Zane Smith
SUB
#99Daniel Suarez
SUB
#47Ricky Stenhouse Jr.
SUB

05 Full Projections

36 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 22 Joey Logano Team Penske P1 6.09 29.6% 41.8% 54% 72% 3.8% 1514 24.0
2 12 Ryan Blaney Team Penske P2 5.83 28.6% 39.8% 51% 69% 5.9% 1515 24.0
3 24 William Byron Hendrick Motorsports P5 5.78 21.4% 32.8% 44% 74% 2.9% 1509 25.6
4 19 Chase Briscoe Joe Gibbs Racing P18 5.67 28.0% 36.8% 46% 68% 8.4% 1512 26.6
5 11 Denny Hamlin Joe Gibbs Racing P9 5.49 8.0% 29.4% 51% 74% 3.0% 1497 26.6
6 20 Christopher Bell Joe Gibbs Racing
7 6 Brad Keselowski RFK Racing
8 5 Kyle Larson Hendrick Motorsports
9 21 Josh Berry Wood Brothers Racing
10 77 Carson Hocevar Spire Motorsports
11 48 Alex Bowman Hendrick Motorsports
12 54 Ty Gibbs Joe Gibbs Racing
13 45 Tyler Reddick 23XI Racing
14 9 Chase Elliott Hendrick Motorsports
15 23 Bubba Wallace 23XI Racing
16 1 Ross Chastain Trackhouse Racing
17 17 Chris Buescher RFK Racing
18 60 Ryan Preece RFK Racing
19 16 A.J. Allmendinger Kaulig Racing
20 88 Shane van Gisbergen Trackhouse Racing
21 2 Austin Cindric Team Penske
22 7 Justin Haley Spire Motorsports
23 71 Michael McDowell Spire Motorsports
24 3 Austin Dillon Richard Childress Racing
25 38 Zane Smith Front Row Motorsports
26 43 Erik Jones Legacy Motor Club
27 42 John Hunter Nemechek Legacy Motor Club
28 8 Kyle Busch Richard Childress Racing
29 99 Daniel Suarez Trackhouse Racing
30 41 Cole Custer Haas Factory Team
31 35 Riley Herbst 23XI Racing
32 10 Ty Dillon Kaulig Racing
33 34 Todd Gilliland Front Row Motorsports
34 47 Ricky Stenhouse Jr. Hyak Motorsports
35 4 Noah Gragson Front Row Motorsports
36 51 Cody Ware Rick Ware Racing
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 22 Joey Logano Team Penske 6.09 29.6% 54% 72% 86% 96% 3.8%
2 12 Ryan Blaney Team Penske 5.83 28.6% 51% 69% 81% 94% 5.9%
3 24 William Byron Hendrick Motorsports 5.78 21.4% 44% 74% 90% 97% 2.9%
4 19 Chase Briscoe Joe Gibbs Racing 5.67 28.0% 46% 68% 82% 92% 8.4%
5 11 Denny Hamlin Joe Gibbs Racing 5.49 8.0% 51% 74% 90% 97% 3.0%
6 20 Christopher Bell Joe Gibbs Racing
7 6 Brad Keselowski RFK Racing
8 5 Kyle Larson Hendrick Motorsports
9 21 Josh Berry Wood Brothers Racing
10 77 Carson Hocevar Spire Motorsports
11 48 Alex Bowman Hendrick Motorsports
12 54 Ty Gibbs Joe Gibbs Racing
13 45 Tyler Reddick 23XI Racing
14 9 Chase Elliott Hendrick Motorsports
15 23 Bubba Wallace 23XI Racing
16 1 Ross Chastain Trackhouse Racing
17 17 Chris Buescher RFK Racing
18 60 Ryan Preece RFK Racing
19 16 A.J. Allmendinger Kaulig Racing
20 88 Shane van Gisbergen Trackhouse Racing
21 2 Austin Cindric Team Penske
22 7 Justin Haley Spire Motorsports
23 71 Michael McDowell Spire Motorsports
24 3 Austin Dillon Richard Childress Racing
25 38 Zane Smith Front Row Motorsports
26 43 Erik Jones Legacy Motor Club
27 42 John Hunter Nemechek Legacy Motor Club
28 8 Kyle Busch Richard Childress Racing
29 99 Daniel Suarez Trackhouse Racing
30 41 Cole Custer Haas Factory Team
31 35 Riley Herbst 23XI Racing
32 10 Ty Dillon Kaulig Racing
33 34 Todd Gilliland Front Row Motorsports
34 47 Ricky Stenhouse Jr. Hyak Motorsports
35 4 Noah Gragson Front Row Motorsports
36 51 Cody Ware Rick Ware Racing
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 22 Joey Logano Team Penske P1 6.09 1514 1513 24.0 +17.5 +10.5
2 12 Ryan Blaney Team Penske P2 5.83 1515 1514 24.0 +16.5 +10.2
3 24 William Byron Hendrick Motorsports P5 5.78 1509 1509 25.6 +13.5 -3.3
4 19 Chase Briscoe Joe Gibbs Racing P18 5.67 1512 1511 26.6 +0.5 +6.5
5 11 Denny Hamlin Joe Gibbs Racing P9 5.49 1497 1497 26.6 +9.5 -4.3
6 20 Christopher Bell Joe Gibbs Racing
7 6 Brad Keselowski RFK Racing
8 5 Kyle Larson Hendrick Motorsports
9 21 Josh Berry Wood Brothers Racing
10 77 Carson Hocevar Spire Motorsports
11 48 Alex Bowman Hendrick Motorsports
12 54 Ty Gibbs Joe Gibbs Racing
13 45 Tyler Reddick 23XI Racing
14 9 Chase Elliott Hendrick Motorsports
15 23 Bubba Wallace 23XI Racing
16 1 Ross Chastain Trackhouse Racing
17 17 Chris Buescher RFK Racing
18 60 Ryan Preece RFK Racing
19 16 A.J. Allmendinger Kaulig Racing
20 88 Shane van Gisbergen Trackhouse Racing
21 2 Austin Cindric Team Penske
22 7 Justin Haley Spire Motorsports
23 71 Michael McDowell Spire Motorsports
24 3 Austin Dillon Richard Childress Racing
25 38 Zane Smith Front Row Motorsports
26 43 Erik Jones Legacy Motor Club
27 42 John Hunter Nemechek Legacy Motor Club
28 8 Kyle Busch Richard Childress Racing
29 99 Daniel Suarez Trackhouse Racing
30 41 Cole Custer Haas Factory Team
31 35 Riley Herbst 23XI Racing
32 10 Ty Dillon Kaulig Racing
33 34 Todd Gilliland Front Row Motorsports
34 47 Ricky Stenhouse Jr. Hyak Motorsports
35 4 Noah Gragson Front Row Motorsports
36 51 Cody Ware Rick Ware Racing
31 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:57
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