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 • 94/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
94/100
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)
0.60

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.
Subscriber Spotlight

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.
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
#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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