Grid Walk / Cup Series
Model live
RACE 10 / 36 2025 CUP SERIES • POST-QUALIFYING

Talladega SuperspeedwayJack Link's 500

DateSunday, April 27, 2025
Track TypeSuperspeedway
Field39 drivers
SUPERSPEEDWAY
Talladega Superspeedway Updated 2026-03-17 08:55

01 Model Brief

Generated 2026-03-17 08:55
#1
Best by Expected Points · Win 8.0%

Denny Hamlin • #11 Joe Gibbs Racing

Why: top-tier driver ELO, strong organization rating, recent strong start-finish gain at this track type.
Best Win odds: William Byron (26.6%) · Lowest DNF risk: Austin Cindric (10.0%) · 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 8.0% • Top-5 51% • EP 4.95
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cole Custer
DNF prob 34.2%
Race Confidence
CHAOS • 18/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L7 of superspeedway
18/100
CHAOS RACE
Plate-race outcomes diverge from the model — drafting luck and late wrecks dominate. Honesty over confidence.
Win pick hit rate
14%
Top-5 hit rate
14%
Rank fit (ρ)
0.10
!
Chaos race Superspeedway results historically diverge from the model. Survival probability matters more than expected finish — read this card as guidance, not a forecast.

03 Driver Spotlight

Top 3 by EP
#11 Joe Gibbs Racing
1
Denny Hamlin
Win 8.0%
Top-5 51%
Exp pts 4.95
Start P13
Driver ELO 1515
Track-type ELO 1499
Why this pick Why: top-tier driver ELO, strong organization rating, recent strong start-finish gain at this track type.
#17 RFK Racing
2
Chris Buescher
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
#24William Byron
26.6%
#48Alex Bowman
19.3%
#19Chase Briscoe
— SUB
#17Chris Buescher
— SUB
#5Kyle Larson
— SUB
Best Top-3 Picks
#24William Byron
30.5%
#11Denny Hamlin
29.3%
#48Alex Bowman
— SUB
#17Chris Buescher
— SUB
#19Chase Briscoe
— SUB
Best Top-5 Picks
#11Denny Hamlin
50.6%
#20Christopher Bell
41.1%
#17Chris Buescher
— SUB
#19Chase Briscoe
— SUB
#22Joey Logano
— SUB
Best Top-10 Picks
#11Denny Hamlin
65.7%
#17Chris Buescher
62.6%
#2Austin Cindric
— SUB
#12Ryan Blaney
— SUB
#20Christopher Bell
— SUB
Best Value
#17Chris Buescher
4.30
#2Austin Cindric
4.21
#11Denny Hamlin
— SUB
#20Christopher Bell
— SUB
#48Alex Bowman
— SUB
Highest DNF Risk
#41Cole Custer
34.2%
#44J.J. Yeley
32.9%
#5Kyle Larson
— SUB
#42John Hunter Nemechek
— SUB
#7Justin Haley
— 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 P13 4.95 8.0% 29.3% 51% 66% 16.1% 1515 26.4 — —
2 17 Chris Buescher RFK Racing P6 4.92 16.2% 27.5% 39% 63% 12.5% 1501 24.6 — —
3 24 William Byron Hendrick Motorsports P16 4.72 26.6% 30.5% 34% 52% 19.2% 1513 28.9 — —
4 2 Austin Cindric Team Penske P7 4.67 12.0% 23.8% 35% 58% 10.0% 1505 24.2 — —
5 48 Alex Bowman Hendrick Motorsports P18 4.67 19.3% 27.6% 36% 53% 17.4% 1494 28.9 — —
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
7 20 Christopher Bell Joe Gibbs Racing — — — — — — — — — — —
8 12 Ryan Blaney Team Penske — — — — — — — — — — —
9 60 Ryan Preece RFK Racing — — — — — — — — — — —
10 22 Joey Logano Team Penske — — — — — — — — — — —
11 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
12 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
13 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — — — — — —
15 8 Kyle Busch Richard Childress Racing — — — — — — — — — — —
16 5 Kyle Larson Hendrick Motorsports — — — — — — — — — — —
17 54 Ty Gibbs Joe Gibbs Racing — — — — — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
20 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
21 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
22 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
23 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
24 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
25 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
26 35 Riley Herbst 23XI Racing — — — — — — — — — — —
27 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
28 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
29 88 Shane van Gisbergen Trackhouse Racing — — — — — — — — — — —
30 99 Daniel Suarez Trackhouse Racing — — — — — — — — — — —
31 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
32 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
33 7 Justin Haley Spire Motorsports — — — — — — — — — — —
34 41 Cole Custer Haas Factory Team — — — — — — — — — — —
35 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
36 62 Anthony Alfredo Beard Motorsports — — — — — — — — — — —
37 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
38 78 B.J. McLeod Live Fast Motorsports — — — — — — — — — — —
39 44 J.J. Yeley NY Racing Team — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 11 Denny Hamlin Joe Gibbs Racing 4.95 8.0% 51% 66% 77% 84% 16.1%
2 17 Chris Buescher RFK Racing 4.92 16.2% 39% 63% 76% 88% 12.5%
3 24 William Byron Hendrick Motorsports 4.72 26.6% 34% 52% 70% 81% 19.2%
4 2 Austin Cindric Team Penske 4.67 12.0% 35% 58% 77% 90% 10.0%
5 48 Alex Bowman Hendrick Motorsports 4.67 19.3% 36% 53% 74% 83% 17.4%
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
7 20 Christopher Bell Joe Gibbs Racing — — — — — — —
8 12 Ryan Blaney Team Penske — — — — — — —
9 60 Ryan Preece RFK Racing — — — — — — —
10 22 Joey Logano Team Penske — — — — — — —
11 45 Tyler Reddick 23XI Racing — — — — — — —
12 9 Chase Elliott Hendrick Motorsports — — — — — — —
13 23 Bubba Wallace 23XI Racing — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — —
15 8 Kyle Busch Richard Childress Racing — — — — — — —
16 5 Kyle Larson Hendrick Motorsports — — — — — — —
17 54 Ty Gibbs Joe Gibbs Racing — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 34 Todd Gilliland Front Row Motorsports — — — — — — —
21 3 Austin Dillon Richard Childress Racing — — — — — — —
22 16 A.J. Allmendinger Kaulig Racing — — — — — — —
23 38 Zane Smith Front Row Motorsports — — — — — — —
24 21 Josh Berry Wood Brothers Racing — — — — — — —
25 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
26 35 Riley Herbst 23XI Racing — — — — — — —
27 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
28 10 Ty Dillon Kaulig Racing — — — — — — —
29 88 Shane van Gisbergen Trackhouse Racing — — — — — — —
30 99 Daniel Suarez Trackhouse Racing — — — — — — —
31 43 Erik Jones Legacy Motor Club — — — — — — —
32 4 Noah Gragson Front Row Motorsports — — — — — — —
33 7 Justin Haley Spire Motorsports — — — — — — —
34 41 Cole Custer Haas Factory Team — — — — — — —
35 77 Carson Hocevar Spire Motorsports — — — — — — —
36 62 Anthony Alfredo Beard Motorsports — — — — — — —
37 51 Cody Ware Rick Ware Racing — — — — — — —
38 78 B.J. McLeod Live Fast Motorsports — — — — — — —
39 44 J.J. Yeley NY Racing Team — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 11 Denny Hamlin Joe Gibbs Racing P13 4.95 1515 1499 26.4 +7.0 -8.8
2 17 Chris Buescher RFK Racing P6 4.92 1501 1508 24.6 +14.0 -1.5
3 24 William Byron Hendrick Motorsports P16 4.72 1513 1513 28.9 +4.0 +4.3
4 2 Austin Cindric Team Penske P7 4.67 1505 1510 24.2 +13.0 -13.5
5 48 Alex Bowman Hendrick Motorsports P18 4.67 1494 1510 28.9 +2.0 +8.0
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
7 20 Christopher Bell Joe Gibbs Racing — — — — — — —
8 12 Ryan Blaney Team Penske — — — — — — —
9 60 Ryan Preece RFK Racing — — — — — — —
10 22 Joey Logano Team Penske — — — — — — —
11 45 Tyler Reddick 23XI Racing — — — — — — —
12 9 Chase Elliott Hendrick Motorsports — — — — — — —
13 23 Bubba Wallace 23XI Racing — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — —
15 8 Kyle Busch Richard Childress Racing — — — — — — —
16 5 Kyle Larson Hendrick Motorsports — — — — — — —
17 54 Ty Gibbs Joe Gibbs Racing — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 34 Todd Gilliland Front Row Motorsports — — — — — — —
21 3 Austin Dillon Richard Childress Racing — — — — — — —
22 16 A.J. Allmendinger Kaulig Racing — — — — — — —
23 38 Zane Smith Front Row Motorsports — — — — — — —
24 21 Josh Berry Wood Brothers Racing — — — — — — —
25 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
26 35 Riley Herbst 23XI Racing — — — — — — —
27 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
28 10 Ty Dillon Kaulig Racing — — — — — — —
29 88 Shane van Gisbergen Trackhouse Racing — — — — — — —
30 99 Daniel Suarez Trackhouse Racing — — — — — — —
31 43 Erik Jones Legacy Motor Club — — — — — — —
32 4 Noah Gragson Front Row Motorsports — — — — — — —
33 7 Justin Haley Spire Motorsports — — — — — — —
34 41 Cole Custer Haas Factory Team — — — — — — —
35 77 Carson Hocevar Spire Motorsports — — — — — — —
36 62 Anthony Alfredo Beard Motorsports — — — — — — —
37 51 Cody Ware Rick Ware Racing — — — — — — —
38 78 B.J. McLeod Live Fast Motorsports — — — — — — —
39 44 J.J. Yeley NY Racing Team — — — — — — —
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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