Grid Walk / Cup Series
Model live
RACE 27 / 36 2026 CUP SERIES • PRE-QUALIFYING

Darlington RacewayCook Out Southern 500

DateSunday, September 6, 2026
Track TypeIntermediate
Field41 drivers
INTERMEDIATE
Darlington Raceway Updated 2026-08-30 10:00

01 Model Brief

Generated 2026-08-30 10:00
#1
Best by Expected Points · Win 11.8%

Brad Keselowski • #6 RFK Racing

Why: strong track-type ELO, top-10 starting spot (P7), strong organization rating.
Best Win odds: Christopher Bell (14.9%) · Lowest DNF risk: Chris Buescher (8.5%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Brad Keselowski
Win 11.8% • Top-5 35%EP 4.67
Safest Play
— — — — —
Top-10 prob • DNF risk
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Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Daniel Dye
DNF prob 27.4%
Race Confidence
HIGH • 70/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of intermediate
70/100
HIGH
Intermediates reward downforce-era setups and clean stops. Model performs reliably here.
Win pick hit rate
33%
Top-5 hit rate
37%
Rank fit (ρ)
0.49

03 Driver Spotlight

Top 3 by EP
#6 RFK Racing
1
Brad Keselowski
Win 11.8%
Top-5 35%
Exp pts 4.67
Start P7
Driver ELO 1508
Track-type ELO 1512
Why this pick Why: strong track-type ELO, top-10 starting spot (P7), strong organization rating.
#19 Joe Gibbs Racing
2
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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#11 Joe Gibbs Racing
3
Denny Hamlin
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
#20Christopher Bell
14.9%
#Corey Heim
12.4%
#6Brad Keselowski
SUB
#19Chase Briscoe
SUB
#11Denny Hamlin
SUB
Best Top-3 Picks
#20Christopher Bell
25.2%
#Corey Heim
24.8%
#19Chase Briscoe
SUB
#6Brad Keselowski
SUB
#11Denny Hamlin
SUB
Best Top-5 Picks
#19Chase Briscoe
38.9%
#11Denny Hamlin
38.2%
#54Ty Gibbs
SUB
#Corey Heim
SUB
#45Tyler Reddick
SUB
Best Top-10 Picks
#45Tyler Reddick
59.7%
#6Brad Keselowski
59.4%
#11Denny Hamlin
SUB
#19Chase Briscoe
SUB
#54Ty Gibbs
SUB
Best Value
#6Brad Keselowski
4.25
#19Chase Briscoe
4.10
#54Ty Gibbs
SUB
#11Denny Hamlin
SUB
#45Tyler Reddick
SUB
Highest DNF Risk
#Daniel Dye
27.4%
#51Cody Ware
21.1%
#Joey Gase
SUB
#35Riley Herbst
SUB
#33Austin Hill
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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

41 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 6 Brad Keselowski RFK Racing 4.67 11.8% 23.4% 35% 59% 9.0% 1508 24.4 12 (14)
2 19 Chase Briscoe Joe Gibbs Racing 4.59 8.9% 23.9% 39% 58% 10.6% 1508 29.5 14 (11)
3 11 Denny Hamlin Joe Gibbs Racing 4.57 8.2% 23.2% 38% 58% 11.3% 1510 29.5 8 (14)
4 45 Tyler Reddick 23XI Racing 4.49 5.4% 20.6% 36% 60% 11.1% 1515 23.9 11 (14)
5 54 Ty Gibbs Joe Gibbs Racing 4.49 3.4% 20.8% 38% 58% 8.7% 1496 29.5 14 (8)
6 20 Christopher Bell Joe Gibbs Racing
7 Corey Heim
8 17 Chris Buescher RFK Racing
9 77 Carson Hocevar Spire Motorsports
10 12 Ryan Blaney Team Penske
11 60 Ryan Preece RFK Racing
12 2 Austin Cindric Team Penske
13 9 Chase Elliott Hendrick Motorsports
14 7 Daniel Suarez Spire Motorsports
15 24 William Byron Hendrick Motorsports
16 22 Joey Logano Team Penske
17 5 Kyle Larson Hendrick Motorsports
18 38 Zane Smith Front Row Motorsports
19 71 Michael McDowell Spire Motorsports
20 23 Bubba Wallace 23XI Racing
21 48 Alex Bowman Hendrick Motorsports
22 21 Josh Berry Wood Brothers Racing
23 1 Ross Chastain Trackhouse Racing
24 41 Cole Custer Haas Factory Team
25 97 Shane van Gisbergen Trackhouse Racing
26 43 Erik Jones Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 16 A.J. Allmendinger Kaulig Racing
29 3 Austin Dillon Richard Childress Racing
30 34 Todd Gilliland Front Row Motorsports
31 4 Noah Gragson Front Row Motorsports
32 42 John Hunter Nemechek Legacy Motor Club
33 35 Riley Herbst 23XI Racing
34 10 Ty Dillon Kaulig Racing
35 88 Connor Zilisch Trackhouse Racing
36 33 Austin Hill Richard Childress Racing
37 Casey Mears
38 Gray Gaulding
39 51 Cody Ware Rick Ware Racing
40 Joey Gase
41 Daniel Dye
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 6 Brad Keselowski RFK Racing 4.67 11.8% 35% 59% 76% 91% 9.0%
2 19 Chase Briscoe Joe Gibbs Racing 4.59 8.9% 39% 58% 74% 89% 10.6%
3 11 Denny Hamlin Joe Gibbs Racing 4.57 8.2% 38% 58% 75% 89% 11.3%
4 45 Tyler Reddick 23XI Racing 4.49 5.4% 36% 60% 77% 89% 11.1%
5 54 Ty Gibbs Joe Gibbs Racing 4.49 3.4% 38% 58% 78% 91% 8.7%
6 20 Christopher Bell Joe Gibbs Racing
7 Corey Heim
8 17 Chris Buescher RFK Racing
9 77 Carson Hocevar Spire Motorsports
10 12 Ryan Blaney Team Penske
11 60 Ryan Preece RFK Racing
12 2 Austin Cindric Team Penske
13 9 Chase Elliott Hendrick Motorsports
14 7 Daniel Suarez Spire Motorsports
15 24 William Byron Hendrick Motorsports
16 22 Joey Logano Team Penske
17 5 Kyle Larson Hendrick Motorsports
18 38 Zane Smith Front Row Motorsports
19 71 Michael McDowell Spire Motorsports
20 23 Bubba Wallace 23XI Racing
21 48 Alex Bowman Hendrick Motorsports
22 21 Josh Berry Wood Brothers Racing
23 1 Ross Chastain Trackhouse Racing
24 41 Cole Custer Haas Factory Team
25 97 Shane van Gisbergen Trackhouse Racing
26 43 Erik Jones Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 16 A.J. Allmendinger Kaulig Racing
29 3 Austin Dillon Richard Childress Racing
30 34 Todd Gilliland Front Row Motorsports
31 4 Noah Gragson Front Row Motorsports
32 42 John Hunter Nemechek Legacy Motor Club
33 35 Riley Herbst 23XI Racing
34 10 Ty Dillon Kaulig Racing
35 88 Connor Zilisch Trackhouse Racing
36 33 Austin Hill Richard Childress Racing
37 Casey Mears
38 Gray Gaulding
39 51 Cody Ware Rick Ware Racing
40 Joey Gase
41 Daniel Dye
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 6 Brad Keselowski RFK Racing 4.67 1508 1512 24.4 -9.0
2 19 Chase Briscoe Joe Gibbs Racing 4.59 1508 1513 29.5 +2.2
3 11 Denny Hamlin Joe Gibbs Racing 4.57 1510 1513 29.5 +2.3
4 45 Tyler Reddick 23XI Racing 4.49 1515 1509 23.9 -4.8
5 54 Ty Gibbs Joe Gibbs Racing 4.49 1496 1508 29.5 -4.2
6 20 Christopher Bell Joe Gibbs Racing
7 Corey Heim
8 17 Chris Buescher RFK Racing
9 77 Carson Hocevar Spire Motorsports
10 12 Ryan Blaney Team Penske
11 60 Ryan Preece RFK Racing
12 2 Austin Cindric Team Penske
13 9 Chase Elliott Hendrick Motorsports
14 7 Daniel Suarez Spire Motorsports
15 24 William Byron Hendrick Motorsports
16 22 Joey Logano Team Penske
17 5 Kyle Larson Hendrick Motorsports
18 38 Zane Smith Front Row Motorsports
19 71 Michael McDowell Spire Motorsports
20 23 Bubba Wallace 23XI Racing
21 48 Alex Bowman Hendrick Motorsports
22 21 Josh Berry Wood Brothers Racing
23 1 Ross Chastain Trackhouse Racing
24 41 Cole Custer Haas Factory Team
25 97 Shane van Gisbergen Trackhouse Racing
26 43 Erik Jones Legacy Motor Club
27 47 Ricky Stenhouse Jr. Hyak Motorsports
28 16 A.J. Allmendinger Kaulig Racing
29 3 Austin Dillon Richard Childress Racing
30 34 Todd Gilliland Front Row Motorsports
31 4 Noah Gragson Front Row Motorsports
32 42 John Hunter Nemechek Legacy Motor Club
33 35 Riley Herbst 23XI Racing
34 10 Ty Dillon Kaulig Racing
35 88 Connor Zilisch Trackhouse Racing
36 33 Austin Hill Richard Childress Racing
37 Casey Mears
38 Gray Gaulding
39 51 Cody Ware Rick Ware Racing
40 Joey Gase
41 Daniel Dye
36 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-08-30 10:00
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