Grid Walk / Cup Series
Model live
RACE 8 / 36 2026 CUP SERIES • POST-QUALIFYING • POST-PRACTICE

Bristol Motor SpeedwayFood City 500

DateSunday, April 12, 2026
Track TypeShort Track
Field36 drivers
SHORT TRACK
Bristol Motor Speedway Updated 2026-04-12 07:08 • Practice

01 Model Brief

Generated 2026-04-12 07:08
#1
Best by Expected Points · Win 26.9%

Ryan Blaney • #12 Team Penske

Why: strong track-type ELO, top-tier driver ELO, front-row start (P1).
Best Win odds: Ty Gibbs (48.4%) · 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 26.9% • Top-5 63% • EP 7.05
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cody Ware
DNF prob 35.6%
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
#12 Team Penske
1
Ryan Blaney
Win 26.9%
Top-5 63%
Exp pts 7.05
Start P1
Driver ELO 1513
Track-type ELO 1512
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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#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
#54Ty Gibbs
48.4%
#20Christopher Bell
35.6%
#11Denny Hamlin
— SUB
#12Ryan Blaney
— SUB
#5Kyle Larson
— SUB
Best Top-3 Picks
#54Ty Gibbs
55.5%
#20Christopher Bell
45.5%
#12Ryan Blaney
— SUB
#11Denny Hamlin
— SUB
#5Kyle Larson
— SUB
Best Top-5 Picks
#12Ryan Blaney
63.0%
#54Ty Gibbs
62.7%
#11Denny Hamlin
— SUB
#5Kyle Larson
— SUB
#20Christopher Bell
— SUB
Best Top-10 Picks
#54Ty Gibbs
83.5%
#12Ryan Blaney
79.9%
#5Kyle Larson
— SUB
#11Denny Hamlin
— SUB
#20Christopher Bell
— SUB
Best Value
#54Ty Gibbs
6.78
#12Ryan Blaney
6.75
#5Kyle Larson
— SUB
#11Denny Hamlin
— SUB
#20Christopher Bell
— SUB
Highest DNF Risk
#51Cody Ware
35.6%
#24William Byron
25.6%
#10Ty Dillon
— SUB
#48Justin Allgaier
— SUB
#34Todd Gilliland
— 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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Track Sleepers

Mid-pack drivers with strong history at this specific track — often the most overlooked value picks.

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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 12 Ryan Blaney Team Penske P1 7.05 26.9% 45.0% 63% 80% 4.3% 1513 24.5 16 (9) +0.41
2 54 Ty Gibbs Joe Gibbs Racing P5 7.05 48.4% 55.5% 63% 84% 3.8% 1514 27.3 13 (6) -0.08
3 5 Kyle Larson Hendrick Motorsports P8 6.45 21.8% 38.8% 56% 77% 4.1% 1512 24.9 7 (7) +0.23
4 11 Denny Hamlin Joe Gibbs Racing P11 6.41 32.8% 45.0% 57% 75% 9.0% 1515 27.3 11 (9) +0.09
5 20 Christopher Bell Joe Gibbs Racing P14 5.98 35.6% 45.5% 56% 68% 6.7% 1512 27.3 11 (9) -0.13
6 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
7 22 Joey Logano Team Penske — — — — — — — — — — —
8 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
10 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — — — — — —
13 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — — — — — —
15 24 William Byron Hendrick Motorsports — — — — — — — — — — —
16 17 Chris Buescher RFK Racing — — — — — — — — — — —
17 35 Riley Herbst 23XI Racing — — — — — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
20 7 Daniel Suarez Spire Motorsports — — — — — — — — — — —
21 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
22 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
23 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
24 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
25 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
26 88 Connor Zilisch Trackhouse Racing — — — — — — — — — — —
27 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
28 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
29 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
30 8 Kyle Busch Richard Childress Racing — — — — — — — — — — —
31 97 Shane van Gisbergen Trackhouse Racing — — — — — — — — — — —
32 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
33 48 Justin Allgaier Hendrick Motorsports — — — — — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
35 41 Cole Custer Haas Factory Team — — — — — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 12 Ryan Blaney Team Penske 7.05 26.9% 63% 80% 89% 96% 4.3%
2 54 Ty Gibbs Joe Gibbs Racing 7.05 48.4% 63% 84% 92% 96% 3.8%
3 5 Kyle Larson Hendrick Motorsports 6.45 21.8% 56% 77% 91% 96% 4.1%
4 11 Denny Hamlin Joe Gibbs Racing 6.41 32.8% 57% 75% 87% 91% 9.0%
5 20 Christopher Bell Joe Gibbs Racing 5.98 35.6% 56% 68% 85% 93% 6.7%
6 45 Tyler Reddick 23XI Racing — — — — — — —
7 22 Joey Logano Team Penske — — — — — — —
8 9 Chase Elliott Hendrick Motorsports — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
10 23 Bubba Wallace 23XI Racing — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — —
13 77 Carson Hocevar Spire Motorsports — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — —
15 24 William Byron Hendrick Motorsports — — — — — — —
16 17 Chris Buescher RFK Racing — — — — — — —
17 35 Riley Herbst 23XI Racing — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 7 Daniel Suarez Spire Motorsports — — — — — — —
21 38 Zane Smith Front Row Motorsports — — — — — — —
22 3 Austin Dillon Richard Childress Racing — — — — — — —
23 16 A.J. Allmendinger Kaulig Racing — — — — — — —
24 4 Noah Gragson Front Row Motorsports — — — — — — —
25 21 Josh Berry Wood Brothers Racing — — — — — — —
26 88 Connor Zilisch Trackhouse Racing — — — — — — —
27 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
28 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
29 43 Erik Jones Legacy Motor Club — — — — — — —
30 8 Kyle Busch Richard Childress Racing — — — — — — —
31 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
32 34 Todd Gilliland Front Row Motorsports — — — — — — —
33 48 Justin Allgaier Hendrick Motorsports — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
35 41 Cole Custer Haas Factory Team — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 12 Ryan Blaney Team Penske P1 7.05 1513 1512 24.5 +17.8 +7.0
2 54 Ty Gibbs Joe Gibbs Racing P5 7.05 1514 1513 27.3 +13.8 -4.0
3 5 Kyle Larson Hendrick Motorsports P8 6.45 1512 1510 24.9 +10.8 -2.8
4 11 Denny Hamlin Joe Gibbs Racing P11 6.41 1515 1514 27.3 +7.8 -9.7
5 20 Christopher Bell Joe Gibbs Racing P14 5.98 1512 1512 27.3 +4.8 +8.2
6 45 Tyler Reddick 23XI Racing — — — — — — —
7 22 Joey Logano Team Penske — — — — — — —
8 9 Chase Elliott Hendrick Motorsports — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
10 23 Bubba Wallace 23XI Racing — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — —
13 77 Carson Hocevar Spire Motorsports — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — —
15 24 William Byron Hendrick Motorsports — — — — — — —
16 17 Chris Buescher RFK Racing — — — — — — —
17 35 Riley Herbst 23XI Racing — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 7 Daniel Suarez Spire Motorsports — — — — — — —
21 38 Zane Smith Front Row Motorsports — — — — — — —
22 3 Austin Dillon Richard Childress Racing — — — — — — —
23 16 A.J. Allmendinger Kaulig Racing — — — — — — —
24 4 Noah Gragson Front Row Motorsports — — — — — — —
25 21 Josh Berry Wood Brothers Racing — — — — — — —
26 88 Connor Zilisch Trackhouse Racing — — — — — — —
27 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
28 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
29 43 Erik Jones Legacy Motor Club — — — — — — —
30 8 Kyle Busch Richard Childress Racing — — — — — — —
31 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
32 34 Todd Gilliland Front Row Motorsports — — — — — — —
33 48 Justin Allgaier Hendrick Motorsports — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
35 41 Cole Custer Haas Factory Team — — — — — — —
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 2026-04-12 07:08 • Practice blended
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