Grid Walk / Cup Series
Model live
RACE 13 / 36 2025 CUP SERIES • POST-QUALIFYING

Charlotte Motor SpeedwayCoca-Cola 600

DateSunday, May 25, 2025
Track TypeIntermediate
Field40 drivers
INTERMEDIATE
Charlotte Motor Speedway Updated 2026-03-17 08:55

01 Model Brief

Generated 2026-03-17 08:55
#1
Best by Expected Points · Win 31.6%

William Byron • #24 Hendrick Motorsports

Why: front-row start (P3), strong organization rating, recent strong start-finish gain at this track type.
Best Win odds: Christopher Bell (33.6%) · Lowest DNF risk: Ty Gibbs (5.6%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
William Byron
Win 31.6% • Top-5 58%EP 6.20
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Derek Kraus
DNF prob 27.5%
Race Confidence
HIGH • 75/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of intermediate
75/100
HIGH
Intermediates reward downforce-era setups and clean stops. Model performs reliably here.
Win pick hit rate
33%
Top-5 hit rate
43%
Rank fit (ρ)
0.50

03 Driver Spotlight

Top 3 by EP
#24 Hendrick Motorsports
1
William Byron
Win 31.6%
Top-5 58%
Exp pts 6.20
Start P3
Driver ELO 1501
Track-type ELO 1500
Why this pick Why: front-row start (P3), strong organization rating, recent strong start-finish gain at this track type.
#5 Hendrick Motorsports
2
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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Why this pick, watch-outs, and the features driving the rank.

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#20 Joe Gibbs Racing
3
Christopher Bell
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
33.6%
#24William Byron
31.6%
#48Alex Bowman
SUB
#5Kyle Larson
SUB
#19Chase Briscoe
SUB
Best Top-3 Picks
#24William Byron
44.7%
#20Christopher Bell
43.0%
#5Kyle Larson
SUB
#48Alex Bowman
SUB
#45Tyler Reddick
SUB
Best Top-5 Picks
#5Kyle Larson
58.4%
#24William Byron
57.8%
#20Christopher Bell
SUB
#54Ty Gibbs
SUB
#45Tyler Reddick
SUB
Best Top-10 Picks
#5Kyle Larson
76.0%
#24William Byron
72.3%
#20Christopher Bell
SUB
#54Ty Gibbs
SUB
#45Tyler Reddick
SUB
Best Value
#24William Byron
5.72
#5Kyle Larson
5.67
#48Alex Bowman
SUB
#54Ty Gibbs
SUB
#45Tyler Reddick
SUB
Highest DNF Risk
#44Derek Kraus
27.5%
#21Josh Berry
26.1%
#16A.J. Allmendinger
SUB
#77Carson Hocevar
SUB
#35Riley Herbst
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 24 William Byron Hendrick Motorsports P3 6.20 31.6% 44.7% 58% 72% 7.8% 1501 29.9
2 5 Kyle Larson Hendrick Motorsports P2 6.12 24.6% 41.5% 58% 76% 7.3% 1515 29.9
3 20 Christopher Bell Joe Gibbs Racing P10 5.72 33.6% 43.0% 52% 68% 20.8% 1515 26.1
4 48 Alex Bowman Hendrick Motorsports P9 5.63 27.6% 37.4% 47% 65% 10.4% 1514 29.9
5 54 Ty Gibbs Joe Gibbs Racing P7 5.24 8.5% 28.5% 49% 66% 5.6% 1499 26.1
6 45 Tyler Reddick 23XI Racing
7 11 Denny Hamlin Joe Gibbs Racing
8 19 Chase Briscoe Joe Gibbs Racing
9 22 Joey Logano Team Penske
10 9 Chase Elliott Hendrick Motorsports
11 12 Ryan Blaney Team Penske
12 23 Bubba Wallace 23XI Racing
13 17 Chris Buescher RFK Racing
14 2 Austin Cindric Team Penske
15 21 Josh Berry Wood Brothers Racing
16 99 Daniel Suarez Trackhouse Racing
17 1 Ross Chastain Trackhouse Racing
18 71 Michael McDowell Spire Motorsports
19 42 John Hunter Nemechek Legacy Motor Club
20 16 A.J. Allmendinger Kaulig Racing
21 47 Ricky Stenhouse Jr. Hyak Motorsports
22 4 Noah Gragson Front Row Motorsports
23 8 Kyle Busch Richard Childress Racing
24 7 Justin Haley Spire Motorsports
25 77 Carson Hocevar Spire Motorsports
26 60 Ryan Preece RFK Racing
27 38 Zane Smith Front Row Motorsports
28 84 Jimmie Johnson Legacy Motor Club
29 3 Austin Dillon Richard Childress Racing
30 10 Ty Dillon Kaulig Racing
31 6 Brad Keselowski RFK Racing
32 34 Todd Gilliland Front Row Motorsports
33 35 Riley Herbst 23XI Racing
34 43 Erik Jones Legacy Motor Club
35 88 Shane van Gisbergen Trackhouse Racing
36 87 Connor Zilisch Trackhouse Racing
37 41 Cole Custer Haas Factory Team
38 44 Derek Kraus NY Racing Team
39 51 Cody Ware Rick Ware Racing
40 66 Josh Bilicki Garage 66
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 24 William Byron Hendrick Motorsports 6.20 31.6% 58% 72% 86% 92% 7.8%
2 5 Kyle Larson Hendrick Motorsports 6.12 24.6% 58% 76% 88% 93% 7.3%
3 20 Christopher Bell Joe Gibbs Racing 5.72 33.6% 52% 68% 76% 79% 20.8%
4 48 Alex Bowman Hendrick Motorsports 5.63 27.6% 47% 65% 83% 90% 10.4%
5 54 Ty Gibbs Joe Gibbs Racing 5.24 8.5% 49% 66% 87% 94% 5.6%
6 45 Tyler Reddick 23XI Racing
7 11 Denny Hamlin Joe Gibbs Racing
8 19 Chase Briscoe Joe Gibbs Racing
9 22 Joey Logano Team Penske
10 9 Chase Elliott Hendrick Motorsports
11 12 Ryan Blaney Team Penske
12 23 Bubba Wallace 23XI Racing
13 17 Chris Buescher RFK Racing
14 2 Austin Cindric Team Penske
15 21 Josh Berry Wood Brothers Racing
16 99 Daniel Suarez Trackhouse Racing
17 1 Ross Chastain Trackhouse Racing
18 71 Michael McDowell Spire Motorsports
19 42 John Hunter Nemechek Legacy Motor Club
20 16 A.J. Allmendinger Kaulig Racing
21 47 Ricky Stenhouse Jr. Hyak Motorsports
22 4 Noah Gragson Front Row Motorsports
23 8 Kyle Busch Richard Childress Racing
24 7 Justin Haley Spire Motorsports
25 77 Carson Hocevar Spire Motorsports
26 60 Ryan Preece RFK Racing
27 38 Zane Smith Front Row Motorsports
28 84 Jimmie Johnson Legacy Motor Club
29 3 Austin Dillon Richard Childress Racing
30 10 Ty Dillon Kaulig Racing
31 6 Brad Keselowski RFK Racing
32 34 Todd Gilliland Front Row Motorsports
33 35 Riley Herbst 23XI Racing
34 43 Erik Jones Legacy Motor Club
35 88 Shane van Gisbergen Trackhouse Racing
36 87 Connor Zilisch Trackhouse Racing
37 41 Cole Custer Haas Factory Team
38 44 Derek Kraus NY Racing Team
39 51 Cody Ware Rick Ware Racing
40 66 Josh Bilicki Garage 66
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 24 William Byron Hendrick Motorsports P3 6.20 1501 1500 29.9 +17.5 -7.2
2 5 Kyle Larson Hendrick Motorsports P2 6.12 1515 1515 29.9 +18.5 +1.7
3 20 Christopher Bell Joe Gibbs Racing P10 5.72 1515 1514 26.1 +10.5 +6.8
4 48 Alex Bowman Hendrick Motorsports P9 5.63 1514 1513 29.9 +11.5 -4.2
5 54 Ty Gibbs Joe Gibbs Racing P7 5.24 1499 1497 26.1 +13.5 -6.3
6 45 Tyler Reddick 23XI Racing
7 11 Denny Hamlin Joe Gibbs Racing
8 19 Chase Briscoe Joe Gibbs Racing
9 22 Joey Logano Team Penske
10 9 Chase Elliott Hendrick Motorsports
11 12 Ryan Blaney Team Penske
12 23 Bubba Wallace 23XI Racing
13 17 Chris Buescher RFK Racing
14 2 Austin Cindric Team Penske
15 21 Josh Berry Wood Brothers Racing
16 99 Daniel Suarez Trackhouse Racing
17 1 Ross Chastain Trackhouse Racing
18 71 Michael McDowell Spire Motorsports
19 42 John Hunter Nemechek Legacy Motor Club
20 16 A.J. Allmendinger Kaulig Racing
21 47 Ricky Stenhouse Jr. Hyak Motorsports
22 4 Noah Gragson Front Row Motorsports
23 8 Kyle Busch Richard Childress Racing
24 7 Justin Haley Spire Motorsports
25 77 Carson Hocevar Spire Motorsports
26 60 Ryan Preece RFK Racing
27 38 Zane Smith Front Row Motorsports
28 84 Jimmie Johnson Legacy Motor Club
29 3 Austin Dillon Richard Childress Racing
30 10 Ty Dillon Kaulig Racing
31 6 Brad Keselowski RFK Racing
32 34 Todd Gilliland Front Row Motorsports
33 35 Riley Herbst 23XI Racing
34 43 Erik Jones Legacy Motor Club
35 88 Shane van Gisbergen Trackhouse Racing
36 87 Connor Zilisch Trackhouse Racing
37 41 Cole Custer Haas Factory Team
38 44 Derek Kraus NY Racing Team
39 51 Cody Ware Rick Ware Racing
40 66 Josh Bilicki Garage 66
35 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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