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 • 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
#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.
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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.
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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
#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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