Grid Walk / Cup Series
Model live
RACE 9 / 36 2025 CUP SERIES • POST-QUALIFYING

Bristol Motor SpeedwayFood City 500

DateSunday, April 13, 2025
Track TypeShort Track
Field39 drivers
SHORT TRACK
Bristol Motor Speedway Updated 2026-03-17 08:55

01 Model Brief

Generated 2026-03-17 08:55
#1
Best by Expected Points · Win 30.6%

Denny Hamlin • #11 Joe Gibbs Racing

Why: strong track-type ELO, top-tier driver ELO, front-row start (P4).
Best Win odds: Christopher Bell (32.3%) · Lowest DNF risk: Kyle Larson (2.1%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Denny Hamlin
Win 30.6% • Top-5 71% • EP 6.86
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Josh Bilicki
DNF prob 32.8%
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
#11 Joe Gibbs Racing
1
Denny Hamlin
Win 30.6%
Top-5 71%
Exp pts 6.86
Start P4
Driver ELO 1516
Track-type ELO 1515
Why this pick Why: strong track-type ELO, top-tier driver ELO, front-row start (P4).
#20 Joe Gibbs Racing
2
Christopher Bell
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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#5 Hendrick Motorsports
3
Kyle Larson
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
#20Christopher Bell
32.3%
#11Denny Hamlin
30.6%
#9Chase Elliott
— SUB
#12Ryan Blaney
— SUB
#5Kyle Larson
— SUB
Best Top-3 Picks
#11Denny Hamlin
50.6%
#20Christopher Bell
41.9%
#5Kyle Larson
— SUB
#48Alex Bowman
— SUB
#12Ryan Blaney
— SUB
Best Top-5 Picks
#11Denny Hamlin
70.6%
#5Kyle Larson
53.8%
#20Christopher Bell
— SUB
#48Alex Bowman
— SUB
#54Ty Gibbs
— SUB
Best Top-10 Picks
#11Denny Hamlin
85.3%
#20Christopher Bell
82.5%
#5Kyle Larson
— SUB
#48Alex Bowman
— SUB
#12Ryan Blaney
— SUB
Best Value
#11Denny Hamlin
6.62
#20Christopher Bell
6.11
#5Kyle Larson
— SUB
#48Alex Bowman
— SUB
#12Ryan Blaney
— SUB
Highest DNF Risk
#66Josh Bilicki
32.8%
#01Corey LaJoie
26.3%
#88Shane van Gisbergen
— SUB
#33Jesse Love
— SUB
#23Bubba Wallace
— SUB

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 11 Denny Hamlin Joe Gibbs Racing P4 6.86 30.6% 50.6% 71% 85% 3.5% 1516 25.8 — —
2 20 Christopher Bell Joe Gibbs Racing P7 6.43 32.3% 41.9% 52% 82% 4.9% 1515 25.8 — —
3 5 Kyle Larson Hendrick Motorsports P3 5.83 16.6% 35.2% 54% 72% 2.1% 1492 28.4 — —
4 48 Alex Bowman Hendrick Motorsports P1 5.54 14.4% 31.5% 49% 72% 4.2% 1494 28.4 — —
5 12 Ryan Blaney Team Penske P5 5.41 18.1% 28.9% 40% 69% 3.9% 1514 24.1 — —
6 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
7 54 Ty Gibbs Joe Gibbs Racing — — — — — — — — — — —
8 24 William Byron Hendrick Motorsports — — — — — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
10 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
11 6 Brad Keselowski RFK Racing — — — — — — — — — — —
12 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
13 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
14 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
15 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
16 60 Ryan Preece RFK Racing — — — — — — — — — — —
17 22 Joey Logano Team Penske — — — — — — — — — — —
18 17 Chris Buescher RFK Racing — — — — — — — — — — —
19 2 Austin Cindric Team Penske — — — — — — — — — — —
20 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
21 7 Justin Haley Spire Motorsports — — — — — — — — — — —
22 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
23 8 Kyle Busch Richard Childress Racing — — — — — — — — — — —
24 99 Daniel Suarez Trackhouse Racing — — — — — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
26 33 Jesse Love Richard Childress Racing — — — — — — — — — — —
27 35 Riley Herbst 23XI Racing — — — — — — — — — — —
28 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
29 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
30 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
31 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
32 01 Corey LaJoie Rick Ware Racing — — — — — — — — — — —
33 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
35 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
36 41 Cole Custer Haas Factory Team — — — — — — — — — — —
37 88 Shane van Gisbergen Trackhouse Racing — — — — — — — — — — —
38 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
39 66 Josh Bilicki Garage 66 — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 11 Denny Hamlin Joe Gibbs Racing 6.86 30.6% 71% 85% 93% 96% 3.5%
2 20 Christopher Bell Joe Gibbs Racing 6.43 32.3% 52% 82% 91% 95% 4.9%
3 5 Kyle Larson Hendrick Motorsports 5.83 16.6% 54% 72% 92% 98% 2.1%
4 48 Alex Bowman Hendrick Motorsports 5.54 14.4% 49% 72% 87% 96% 4.2%
5 12 Ryan Blaney Team Penske 5.41 18.1% 40% 69% 86% 96% 3.9%
6 9 Chase Elliott Hendrick Motorsports — — — — — — —
7 54 Ty Gibbs Joe Gibbs Racing — — — — — — —
8 24 William Byron Hendrick Motorsports — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
10 45 Tyler Reddick 23XI Racing — — — — — — —
11 6 Brad Keselowski RFK Racing — — — — — — —
12 71 Michael McDowell Spire Motorsports — — — — — — —
13 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
14 21 Josh Berry Wood Brothers Racing — — — — — — —
15 23 Bubba Wallace 23XI Racing — — — — — — —
16 60 Ryan Preece RFK Racing — — — — — — —
17 22 Joey Logano Team Penske — — — — — — —
18 17 Chris Buescher RFK Racing — — — — — — —
19 2 Austin Cindric Team Penske — — — — — — —
20 16 A.J. Allmendinger Kaulig Racing — — — — — — —
21 7 Justin Haley Spire Motorsports — — — — — — —
22 77 Carson Hocevar Spire Motorsports — — — — — — —
23 8 Kyle Busch Richard Childress Racing — — — — — — —
24 99 Daniel Suarez Trackhouse Racing — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — —
26 33 Jesse Love Richard Childress Racing — — — — — — —
27 35 Riley Herbst 23XI Racing — — — — — — —
28 10 Ty Dillon Kaulig Racing — — — — — — —
29 38 Zane Smith Front Row Motorsports — — — — — — —
30 34 Todd Gilliland Front Row Motorsports — — — — — — —
31 1 Ross Chastain Trackhouse Racing — — — — — — —
32 01 Corey LaJoie Rick Ware Racing — — — — — — —
33 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 43 Erik Jones Legacy Motor Club — — — — — — —
36 41 Cole Custer Haas Factory Team — — — — — — —
37 88 Shane van Gisbergen Trackhouse Racing — — — — — — —
38 51 Cody Ware Rick Ware Racing — — — — — — —
39 66 Josh Bilicki Garage 66 — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 11 Denny Hamlin Joe Gibbs Racing P4 6.86 1516 1515 25.8 +16.0 +8.3
2 20 Christopher Bell Joe Gibbs Racing P7 6.43 1515 1514 25.8 +13.0 +0.8
3 5 Kyle Larson Hendrick Motorsports P3 5.83 1492 1513 28.4 +17.0 +4.7
4 48 Alex Bowman Hendrick Motorsports P1 5.54 1494 1499 28.4 +19.0 -3.7
5 12 Ryan Blaney Team Penske P5 5.41 1514 1510 24.1 +15.0 +8.2
6 9 Chase Elliott Hendrick Motorsports — — — — — — —
7 54 Ty Gibbs Joe Gibbs Racing — — — — — — —
8 24 William Byron Hendrick Motorsports — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
10 45 Tyler Reddick 23XI Racing — — — — — — —
11 6 Brad Keselowski RFK Racing — — — — — — —
12 71 Michael McDowell Spire Motorsports — — — — — — —
13 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
14 21 Josh Berry Wood Brothers Racing — — — — — — —
15 23 Bubba Wallace 23XI Racing — — — — — — —
16 60 Ryan Preece RFK Racing — — — — — — —
17 22 Joey Logano Team Penske — — — — — — —
18 17 Chris Buescher RFK Racing — — — — — — —
19 2 Austin Cindric Team Penske — — — — — — —
20 16 A.J. Allmendinger Kaulig Racing — — — — — — —
21 7 Justin Haley Spire Motorsports — — — — — — —
22 77 Carson Hocevar Spire Motorsports — — — — — — —
23 8 Kyle Busch Richard Childress Racing — — — — — — —
24 99 Daniel Suarez Trackhouse Racing — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — —
26 33 Jesse Love Richard Childress Racing — — — — — — —
27 35 Riley Herbst 23XI Racing — — — — — — —
28 10 Ty Dillon Kaulig Racing — — — — — — —
29 38 Zane Smith Front Row Motorsports — — — — — — —
30 34 Todd Gilliland Front Row Motorsports — — — — — — —
31 1 Ross Chastain Trackhouse Racing — — — — — — —
32 01 Corey LaJoie Rick Ware Racing — — — — — — —
33 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 43 Erik Jones Legacy Motor Club — — — — — — —
36 41 Cole Custer Haas Factory Team — — — — — — —
37 88 Shane van Gisbergen Trackhouse Racing — — — — — — —
38 51 Cody Ware Rick Ware Racing — — — — — — —
39 66 Josh Bilicki Garage 66 — — — — — — —
34 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:55
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