Grid Walk / Cup Series
Model live
RACE 34 / 36 2025 CUP SERIES • POST-QUALIFYING

Talladega SuperspeedwayYellaWood 500

DateSunday, October 19, 2025
Track TypeSuperspeedway
Field40 drivers
SUPERSPEEDWAY
Talladega Superspeedway Updated 2026-03-17 08:57

01 Model Brief

Generated 2026-03-17 08:57
#1
Best by Expected Points · Win 20.4%

Austin Cindric • #2 Team Penske

Why: front-row start (P4), strong organization rating, recent strong start-finish gain at this track type.
Best Win odds: Kyle Larson (21.8%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Austin Cindric
Win 20.4% • Top-5 43%EP 5.01
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Ricky Stenhouse Jr.
DNF prob 37.0%
Race Confidence
CHAOS • 17/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L6 of superspeedway
17/100
CHAOS RACE
Plate-race outcomes diverge from the model — drafting luck and late wrecks dominate. Honesty over confidence.
Win pick hit rate
17%
Top-5 hit rate
17%
Rank fit (ρ)
0.08
!
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
#2 Team Penske
1
Austin Cindric
Win 20.4%
Top-5 43%
Exp pts 5.01
Start P4
Driver ELO 1509
Track-type ELO 1490
Why this pick Why: front-row start (P4), strong organization rating, recent strong start-finish gain at this track type.
#12 Team Penske
2
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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Why this pick, watch-outs, and the features driving the rank.

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#19 Joe Gibbs Racing
3
Chase Briscoe
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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04 Quick Picks

Top 2 free • full list w/ subscriber
Best Win Picks
#5Kyle Larson
21.8%
#2Austin Cindric
20.4%
#99Daniel Suarez
SUB
#7Justin Haley
SUB
#19Chase Briscoe
SUB
Best Top-3 Picks
#2Austin Cindric
31.6%
#19Chase Briscoe
27.9%
#12Ryan Blaney
SUB
#5Kyle Larson
SUB
#11Denny Hamlin
SUB
Best Top-5 Picks
#12Ryan Blaney
45.8%
#2Austin Cindric
42.8%
#19Chase Briscoe
SUB
#11Denny Hamlin
SUB
#20Christopher Bell
SUB
Best Top-10 Picks
#20Christopher Bell
63.0%
#12Ryan Blaney
63.0%
#19Chase Briscoe
SUB
#2Austin Cindric
SUB
#5Kyle Larson
SUB
Best Value
#2Austin Cindric
4.44
#12Ryan Blaney
4.32
#24William Byron
SUB
#19Chase Briscoe
SUB
#17Chris Buescher
SUB
Highest DNF Risk
#47Ricky Stenhouse Jr.
37.0%
#22Joey Logano
35.4%
#78B.J. McLeod
SUB
#7Justin Haley
SUB
#45Tyler Reddick
SUB

05 Full Projections

40 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 2 Austin Cindric Team Penske P4 5.01 20.4% 31.6% 43% 58% 11.3% 1509 24.3
2 12 Ryan Blaney Team Penske P8 4.88 9.8% 27.8% 46% 63% 11.5% 1492 24.3
3 19 Chase Briscoe Joe Gibbs Racing P2 4.81 13.6% 27.9% 42% 62% 17.6% 1514 28.1
4 20 Christopher Bell Joe Gibbs Racing P7 4.63 10.7% 24.1% 38% 63% 18.3% 1514 28.1
5 5 Kyle Larson Hendrick Motorsports P19 4.63 21.8% 26.6% 31% 54% 19.4% 1515 25.9
6 24 William Byron Hendrick Motorsports
7 17 Chris Buescher RFK Racing
8 11 Denny Hamlin Joe Gibbs Racing
9 54 Ty Gibbs Joe Gibbs Racing
10 60 Ryan Preece RFK Racing
11 9 Chase Elliott Hendrick Motorsports
12 21 Josh Berry Wood Brothers Racing
13 48 Alex Bowman Hendrick Motorsports
14 71 Michael McDowell Spire Motorsports
15 99 Daniel Suarez Trackhouse Racing
16 41 Cole Custer Haas Factory Team
17 23 Bubba Wallace 23XI Racing
18 6 Brad Keselowski RFK Racing
19 7 Justin Haley Spire Motorsports
20 8 Kyle Busch Richard Childress Racing
21 35 Riley Herbst 23XI Racing
22 88 Shane van Gisbergen Trackhouse Racing
23 45 Tyler Reddick 23XI Racing
24 22 Joey Logano Team Penske
25 43 Erik Jones Legacy Motor Club
26 3 Austin Dillon Richard Childress Racing
27 34 Todd Gilliland Front Row Motorsports
28 1 Ross Chastain Trackhouse Racing
29 47 Ricky Stenhouse Jr. Hyak Motorsports
30 42 John Hunter Nemechek Legacy Motor Club
31 16 A.J. Allmendinger Kaulig Racing
32 77 Carson Hocevar Spire Motorsports
33 4 Noah Gragson Front Row Motorsports
34 62 Anthony Alfredo Beard Motorsports
35 38 Zane Smith Front Row Motorsports
36 10 Ty Dillon Kaulig Racing
37 51 Cody Ware Rick Ware Racing
38 33 Austin Hill Richard Childress Racing
39 78 B.J. McLeod Live Fast Motorsports
40 66 Casey Mears Garage 66
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 2 Austin Cindric Team Penske 5.01 20.4% 43% 58% 75% 89% 11.3%
2 12 Ryan Blaney Team Penske 4.88 9.8% 46% 63% 76% 88% 11.5%
3 19 Chase Briscoe Joe Gibbs Racing 4.81 13.6% 42% 62% 75% 82% 17.6%
4 20 Christopher Bell Joe Gibbs Racing 4.63 10.7% 38% 63% 74% 82% 18.3%
5 5 Kyle Larson Hendrick Motorsports 4.63 21.8% 31% 54% 74% 81% 19.4%
6 24 William Byron Hendrick Motorsports
7 17 Chris Buescher RFK Racing
8 11 Denny Hamlin Joe Gibbs Racing
9 54 Ty Gibbs Joe Gibbs Racing
10 60 Ryan Preece RFK Racing
11 9 Chase Elliott Hendrick Motorsports
12 21 Josh Berry Wood Brothers Racing
13 48 Alex Bowman Hendrick Motorsports
14 71 Michael McDowell Spire Motorsports
15 99 Daniel Suarez Trackhouse Racing
16 41 Cole Custer Haas Factory Team
17 23 Bubba Wallace 23XI Racing
18 6 Brad Keselowski RFK Racing
19 7 Justin Haley Spire Motorsports
20 8 Kyle Busch Richard Childress Racing
21 35 Riley Herbst 23XI Racing
22 88 Shane van Gisbergen Trackhouse Racing
23 45 Tyler Reddick 23XI Racing
24 22 Joey Logano Team Penske
25 43 Erik Jones Legacy Motor Club
26 3 Austin Dillon Richard Childress Racing
27 34 Todd Gilliland Front Row Motorsports
28 1 Ross Chastain Trackhouse Racing
29 47 Ricky Stenhouse Jr. Hyak Motorsports
30 42 John Hunter Nemechek Legacy Motor Club
31 16 A.J. Allmendinger Kaulig Racing
32 77 Carson Hocevar Spire Motorsports
33 4 Noah Gragson Front Row Motorsports
34 62 Anthony Alfredo Beard Motorsports
35 38 Zane Smith Front Row Motorsports
36 10 Ty Dillon Kaulig Racing
37 51 Cody Ware Rick Ware Racing
38 33 Austin Hill Richard Childress Racing
39 78 B.J. McLeod Live Fast Motorsports
40 66 Casey Mears Garage 66
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 2 Austin Cindric Team Penske P4 5.01 1509 1490 24.3 +16.5 -15.8
2 12 Ryan Blaney Team Penske P8 4.88 1492 1515 24.3 +12.5 -11.2
3 19 Chase Briscoe Joe Gibbs Racing P2 4.81 1514 1500 28.1 +18.5 -0.5
4 20 Christopher Bell Joe Gibbs Racing P7 4.63 1514 1507 28.1 +13.5 -3.7
5 5 Kyle Larson Hendrick Motorsports P19 4.63 1515 1510 25.9 +1.5 +5.8
6 24 William Byron Hendrick Motorsports
7 17 Chris Buescher RFK Racing
8 11 Denny Hamlin Joe Gibbs Racing
9 54 Ty Gibbs Joe Gibbs Racing
10 60 Ryan Preece RFK Racing
11 9 Chase Elliott Hendrick Motorsports
12 21 Josh Berry Wood Brothers Racing
13 48 Alex Bowman Hendrick Motorsports
14 71 Michael McDowell Spire Motorsports
15 99 Daniel Suarez Trackhouse Racing
16 41 Cole Custer Haas Factory Team
17 23 Bubba Wallace 23XI Racing
18 6 Brad Keselowski RFK Racing
19 7 Justin Haley Spire Motorsports
20 8 Kyle Busch Richard Childress Racing
21 35 Riley Herbst 23XI Racing
22 88 Shane van Gisbergen Trackhouse Racing
23 45 Tyler Reddick 23XI Racing
24 22 Joey Logano Team Penske
25 43 Erik Jones Legacy Motor Club
26 3 Austin Dillon Richard Childress Racing
27 34 Todd Gilliland Front Row Motorsports
28 1 Ross Chastain Trackhouse Racing
29 47 Ricky Stenhouse Jr. Hyak Motorsports
30 42 John Hunter Nemechek Legacy Motor Club
31 16 A.J. Allmendinger Kaulig Racing
32 77 Carson Hocevar Spire Motorsports
33 4 Noah Gragson Front Row Motorsports
34 62 Anthony Alfredo Beard Motorsports
35 38 Zane Smith Front Row Motorsports
36 10 Ty Dillon Kaulig Racing
37 51 Cody Ware Rick Ware Racing
38 33 Austin Hill Richard Childress Racing
39 78 B.J. McLeod Live Fast Motorsports
40 66 Casey Mears Garage 66
35 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:57
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