Grid Walk / Cup Series
Model live
RACE 29 / 36 2025 CUP SERIES • POST-QUALIFYING

Bristol Motor SpeedwayBass Pro Shops Night Race

DateSaturday, September 13, 2025
Track TypeShort Track
Field39 drivers
SHORT TRACK
Bristol Motor Speedway Updated 2026-03-17 08:56

01 Model Brief

Generated 2026-03-17 08:56
#1
Best by Expected Points · Win 57.2%

Kyle Larson • #5 Hendrick Motorsports

Why: strong track-type ELO, front-row start (P5), strong organization rating.
Top by every metric this week — Expected Points, Win odds, and DNF avoidance. See full picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Kyle Larson
Win 57.2% • Top-5 78%EP 7.81
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Chad Finchum
DNF prob 35.1%
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
#5 Hendrick Motorsports
1
Kyle Larson
Win 57.2%
Top-5 78%
Exp pts 7.81
Start P5
Driver ELO 1509
Track-type ELO 1513
Why this pick Why: strong track-type ELO, front-row start (P5), strong organization rating.
#11 Joe Gibbs Racing
2
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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#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
#5Kyle Larson
57.2%
#12Ryan Blaney
30.7%
#24William Byron
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#6Brad Keselowski
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#48Alex Bowman
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Best Top-3 Picks
#5Kyle Larson
67.4%
#12Ryan Blaney
42.0%
#11Denny Hamlin
SUB
#20Christopher Bell
SUB
#24William Byron
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Best Top-5 Picks
#5Kyle Larson
77.6%
#11Denny Hamlin
63.8%
#20Christopher Bell
SUB
#12Ryan Blaney
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#9Chase Elliott
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Best Top-10 Picks
#5Kyle Larson
85.4%
#11Denny Hamlin
81.5%
#20Christopher Bell
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#24William Byron
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#12Ryan Blaney
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Best Value
#5Kyle Larson
7.63
#11Denny Hamlin
6.06
#20Christopher Bell
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#12Ryan Blaney
SUB
#24William Byron
SUB
Highest DNF Risk
#66Chad Finchum
35.1%
#67Corey Heim
28.8%
#33Austin Hill
SUB
#4Noah Gragson
SUB
#10Ty Dillon
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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 5 Kyle Larson Hendrick Motorsports P5 7.81 57.2% 67.4% 78% 85% 2.3% 1509 25.9
2 11 Denny Hamlin Joe Gibbs Racing P6 6.23 15.7% 39.8% 64% 82% 2.8% 1516 27.1
3 12 Ryan Blaney Team Penske P2 5.99 30.7% 42.0% 53% 72% 5.9% 1515 23.8
4 20 Christopher Bell Joe Gibbs Racing P9 5.87 12.5% 35.4% 58% 77% 3.5% 1513 27.1
5 24 William Byron Hendrick Motorsports P7 5.81 20.5% 33.4% 46% 75% 3.5% 1510 25.9
6 9 Chase Elliott Hendrick Motorsports
7 6 Brad Keselowski RFK Racing
8 48 Alex Bowman Hendrick Motorsports
9 2 Austin Cindric Team Penske
10 54 Ty Gibbs Joe Gibbs Racing
11 19 Chase Briscoe Joe Gibbs Racing
12 23 Bubba Wallace 23XI Racing
13 21 Josh Berry Wood Brothers Racing
14 3 Austin Dillon Richard Childress Racing
15 60 Ryan Preece RFK Racing
16 16 A.J. Allmendinger Kaulig Racing
17 77 Carson Hocevar Spire Motorsports
18 22 Joey Logano Team Penske
19 1 Ross Chastain Trackhouse Racing
20 45 Tyler Reddick 23XI Racing
21 17 Chris Buescher RFK Racing
22 99 Daniel Suarez Trackhouse Racing
23 42 John Hunter Nemechek Legacy Motor Club
24 7 Justin Haley Spire Motorsports
25 71 Michael McDowell Spire Motorsports
26 43 Erik Jones Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 38 Zane Smith Front Row Motorsports
29 88 Shane van Gisbergen Trackhouse Racing
30 41 Cole Custer Haas Factory Team
31 8 Kyle Busch Richard Childress Racing
32 35 Riley Herbst 23XI Racing
33 4 Noah Gragson Front Row Motorsports
34 33 Austin Hill Richard Childress Racing
35 67 Corey Heim 23XI Racing
36 34 Todd Gilliland Front Row Motorsports
37 10 Ty Dillon Kaulig Racing
38 51 Cody Ware Rick Ware Racing
39 66 Chad Finchum Garage 66
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 5 Kyle Larson Hendrick Motorsports 7.81 57.2% 78% 85% 93% 98% 2.3%
2 11 Denny Hamlin Joe Gibbs Racing 6.23 15.7% 64% 82% 94% 97% 2.8%
3 12 Ryan Blaney Team Penske 5.99 30.7% 53% 72% 81% 94% 5.9%
4 20 Christopher Bell Joe Gibbs Racing 5.87 12.5% 58% 77% 92% 96% 3.5%
5 24 William Byron Hendrick Motorsports 5.81 20.5% 46% 75% 90% 97% 3.5%
6 9 Chase Elliott Hendrick Motorsports
7 6 Brad Keselowski RFK Racing
8 48 Alex Bowman Hendrick Motorsports
9 2 Austin Cindric Team Penske
10 54 Ty Gibbs Joe Gibbs Racing
11 19 Chase Briscoe Joe Gibbs Racing
12 23 Bubba Wallace 23XI Racing
13 21 Josh Berry Wood Brothers Racing
14 3 Austin Dillon Richard Childress Racing
15 60 Ryan Preece RFK Racing
16 16 A.J. Allmendinger Kaulig Racing
17 77 Carson Hocevar Spire Motorsports
18 22 Joey Logano Team Penske
19 1 Ross Chastain Trackhouse Racing
20 45 Tyler Reddick 23XI Racing
21 17 Chris Buescher RFK Racing
22 99 Daniel Suarez Trackhouse Racing
23 42 John Hunter Nemechek Legacy Motor Club
24 7 Justin Haley Spire Motorsports
25 71 Michael McDowell Spire Motorsports
26 43 Erik Jones Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 38 Zane Smith Front Row Motorsports
29 88 Shane van Gisbergen Trackhouse Racing
30 41 Cole Custer Haas Factory Team
31 8 Kyle Busch Richard Childress Racing
32 35 Riley Herbst 23XI Racing
33 4 Noah Gragson Front Row Motorsports
34 33 Austin Hill Richard Childress Racing
35 67 Corey Heim 23XI Racing
36 34 Todd Gilliland Front Row Motorsports
37 10 Ty Dillon Kaulig Racing
38 51 Cody Ware Rick Ware Racing
39 66 Chad Finchum Garage 66
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 5 Kyle Larson Hendrick Motorsports P5 7.81 1509 1513 25.9 +15.0 +5.8
2 11 Denny Hamlin Joe Gibbs Racing P6 6.23 1516 1510 27.1 +14.0 +1.2
3 12 Ryan Blaney Team Penske P2 5.99 1515 1514 23.8 +18.0 +7.8
4 20 Christopher Bell Joe Gibbs Racing P9 5.87 1513 1503 27.1 +11.0 -3.3
5 24 William Byron Hendrick Motorsports P7 5.81 1510 1509 25.9 +13.0 -3.3
6 9 Chase Elliott Hendrick Motorsports
7 6 Brad Keselowski RFK Racing
8 48 Alex Bowman Hendrick Motorsports
9 2 Austin Cindric Team Penske
10 54 Ty Gibbs Joe Gibbs Racing
11 19 Chase Briscoe Joe Gibbs Racing
12 23 Bubba Wallace 23XI Racing
13 21 Josh Berry Wood Brothers Racing
14 3 Austin Dillon Richard Childress Racing
15 60 Ryan Preece RFK Racing
16 16 A.J. Allmendinger Kaulig Racing
17 77 Carson Hocevar Spire Motorsports
18 22 Joey Logano Team Penske
19 1 Ross Chastain Trackhouse Racing
20 45 Tyler Reddick 23XI Racing
21 17 Chris Buescher RFK Racing
22 99 Daniel Suarez Trackhouse Racing
23 42 John Hunter Nemechek Legacy Motor Club
24 7 Justin Haley Spire Motorsports
25 71 Michael McDowell Spire Motorsports
26 43 Erik Jones Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 38 Zane Smith Front Row Motorsports
29 88 Shane van Gisbergen Trackhouse Racing
30 41 Cole Custer Haas Factory Team
31 8 Kyle Busch Richard Childress Racing
32 35 Riley Herbst 23XI Racing
33 4 Noah Gragson Front Row Motorsports
34 33 Austin Hill Richard Childress Racing
35 67 Corey Heim 23XI Racing
36 34 Todd Gilliland Front Row Motorsports
37 10 Ty Dillon Kaulig Racing
38 51 Cody Ware Rick Ware Racing
39 66 Chad Finchum Garage 66
34 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:56
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