Grid Walk / Cup Series
Model live
RACE 12 / 36 2025 CUP SERIES • POST-QUALIFYING

Kansas SpeedwayAdventHealth 400

DateSunday, May 11, 2025
Track TypeIntermediate
Field38 drivers
INTERMEDIATE
Kansas Speedway Updated 2026-03-17 08:55

01 Model Brief

Generated 2026-03-17 08:55
#1
Best by Expected Points · Win 40.7%

Christopher Bell • #20 Joe Gibbs Racing

Why: front-row start (P3), strong organization rating.
Lowest DNF risk: Bubba Wallace (7.4%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Christopher Bell
Win 40.7% • Top-5 59%EP 6.38
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Jesse Love
DNF prob 26.6%
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
#20 Joe Gibbs Racing
1
Christopher Bell
Win 40.7%
Top-5 59%
Exp pts 6.38
Start P3
Driver ELO 1510
Track-type ELO 1509
Why this pick Why: front-row start (P3), strong organization rating.
#45 23XI Racing
2
Tyler Reddick
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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#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
#20Christopher Bell
40.7%
#45Tyler Reddick
35.5%
#9Chase Elliott
SUB
#5Kyle Larson
SUB
#24William Byron
SUB
Best Top-3 Picks
#20Christopher Bell
49.8%
#45Tyler Reddick
44.2%
#5Kyle Larson
SUB
#24William Byron
SUB
#9Chase Elliott
SUB
Best Top-5 Picks
#20Christopher Bell
59.0%
#24William Byron
56.8%
#45Tyler Reddick
SUB
#5Kyle Larson
SUB
#22Joey Logano
SUB
Best Top-10 Picks
#20Christopher Bell
72.4%
#24William Byron
71.5%
#5Kyle Larson
SUB
#22Joey Logano
SUB
#45Tyler Reddick
SUB
Best Value
#20Christopher Bell
5.68
#45Tyler Reddick
5.52
#5Kyle Larson
SUB
#24William Byron
SUB
#9Chase Elliott
SUB
Highest DNF Risk
#33Jesse Love
26.6%
#43Erik Jones
26.3%
#35Riley Herbst
SUB
#21Josh Berry
SUB
#51Cody Ware
SUB

05 Full Projections

38 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 20 Christopher Bell Joe Gibbs Racing P3 6.38 40.7% 49.8% 59% 72% 10.9% 1510 25.9
2 45 Tyler Reddick 23XI Racing P4 6.03 35.5% 44.2% 53% 68% 8.6% 1503 24.9
3 5 Kyle Larson Hendrick Motorsports P1 5.93 28.4% 39.6% 51% 71% 8.6% 1514 29.4
4 24 William Byron Hendrick Motorsports P7 5.83 21.2% 39.0% 57% 72% 9.4% 1508 29.4
5 9 Chase Elliott Hendrick Motorsports P9 5.47 30.5% 38.3% 46% 58% 8.4% 1505 29.4
6 22 Joey Logano Team Penske
7 11 Denny Hamlin Joe Gibbs Racing
8 54 Ty Gibbs Joe Gibbs Racing
9 23 Bubba Wallace 23XI Racing
10 12 Ryan Blaney Team Penske
11 1 Ross Chastain Trackhouse Racing
12 99 Daniel Suarez Trackhouse Racing
13 17 Chris Buescher RFK Racing
14 48 Alex Bowman Hendrick Motorsports
15 2 Austin Cindric Team Penske
16 71 Michael McDowell Spire Motorsports
17 19 Chase Briscoe Joe Gibbs Racing
18 47 Ricky Stenhouse Jr. Hyak Motorsports
19 77 Carson Hocevar Spire Motorsports
20 3 Austin Dillon Richard Childress Racing
21 7 Justin Haley Spire Motorsports
22 42 John Hunter Nemechek Legacy Motor Club
23 8 Kyle Busch Richard Childress Racing
24 43 Erik Jones Legacy Motor Club
25 4 Noah Gragson Front Row Motorsports
26 60 Ryan Preece RFK Racing
27 34 Todd Gilliland Front Row Motorsports
28 38 Zane Smith Front Row Motorsports
29 10 Ty Dillon Kaulig Racing
30 16 A.J. Allmendinger Kaulig Racing
31 21 Josh Berry Wood Brothers Racing
32 6 Brad Keselowski RFK Racing
33 67 Corey Heim 23XI Racing
34 35 Riley Herbst 23XI Racing
35 88 Shane van Gisbergen Trackhouse Racing
36 41 Cole Custer Haas Factory Team
37 33 Jesse Love Richard Childress Racing
38 51 Cody Ware Rick Ware Racing
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 20 Christopher Bell Joe Gibbs Racing 6.38 40.7% 59% 72% 82% 89% 10.9%
2 45 Tyler Reddick 23XI Racing 6.03 35.5% 53% 68% 82% 91% 8.6%
3 5 Kyle Larson Hendrick Motorsports 5.93 28.4% 51% 71% 86% 91% 8.6%
4 24 William Byron Hendrick Motorsports 5.83 21.2% 57% 72% 86% 91% 9.4%
5 9 Chase Elliott Hendrick Motorsports 5.47 30.5% 46% 58% 77% 92% 8.4%
6 22 Joey Logano Team Penske
7 11 Denny Hamlin Joe Gibbs Racing
8 54 Ty Gibbs Joe Gibbs Racing
9 23 Bubba Wallace 23XI Racing
10 12 Ryan Blaney Team Penske
11 1 Ross Chastain Trackhouse Racing
12 99 Daniel Suarez Trackhouse Racing
13 17 Chris Buescher RFK Racing
14 48 Alex Bowman Hendrick Motorsports
15 2 Austin Cindric Team Penske
16 71 Michael McDowell Spire Motorsports
17 19 Chase Briscoe Joe Gibbs Racing
18 47 Ricky Stenhouse Jr. Hyak Motorsports
19 77 Carson Hocevar Spire Motorsports
20 3 Austin Dillon Richard Childress Racing
21 7 Justin Haley Spire Motorsports
22 42 John Hunter Nemechek Legacy Motor Club
23 8 Kyle Busch Richard Childress Racing
24 43 Erik Jones Legacy Motor Club
25 4 Noah Gragson Front Row Motorsports
26 60 Ryan Preece RFK Racing
27 34 Todd Gilliland Front Row Motorsports
28 38 Zane Smith Front Row Motorsports
29 10 Ty Dillon Kaulig Racing
30 16 A.J. Allmendinger Kaulig Racing
31 21 Josh Berry Wood Brothers Racing
32 6 Brad Keselowski RFK Racing
33 67 Corey Heim 23XI Racing
34 35 Riley Herbst 23XI Racing
35 88 Shane van Gisbergen Trackhouse Racing
36 41 Cole Custer Haas Factory Team
37 33 Jesse Love Richard Childress Racing
38 51 Cody Ware Rick Ware Racing
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 20 Christopher Bell Joe Gibbs Racing P3 6.38 1510 1509 25.9 +16.5 +6.5
2 45 Tyler Reddick 23XI Racing P4 6.03 1503 1501 24.9 +15.5 +0.0
3 5 Kyle Larson Hendrick Motorsports P1 5.93 1514 1513 29.4 +18.5 -0.2
4 24 William Byron Hendrick Motorsports P7 5.83 1508 1507 29.4 +12.5 -1.2
5 9 Chase Elliott Hendrick Motorsports P9 5.47 1505 1505 29.4 +10.5 +4.5
6 22 Joey Logano Team Penske
7 11 Denny Hamlin Joe Gibbs Racing
8 54 Ty Gibbs Joe Gibbs Racing
9 23 Bubba Wallace 23XI Racing
10 12 Ryan Blaney Team Penske
11 1 Ross Chastain Trackhouse Racing
12 99 Daniel Suarez Trackhouse Racing
13 17 Chris Buescher RFK Racing
14 48 Alex Bowman Hendrick Motorsports
15 2 Austin Cindric Team Penske
16 71 Michael McDowell Spire Motorsports
17 19 Chase Briscoe Joe Gibbs Racing
18 47 Ricky Stenhouse Jr. Hyak Motorsports
19 77 Carson Hocevar Spire Motorsports
20 3 Austin Dillon Richard Childress Racing
21 7 Justin Haley Spire Motorsports
22 42 John Hunter Nemechek Legacy Motor Club
23 8 Kyle Busch Richard Childress Racing
24 43 Erik Jones Legacy Motor Club
25 4 Noah Gragson Front Row Motorsports
26 60 Ryan Preece RFK Racing
27 34 Todd Gilliland Front Row Motorsports
28 38 Zane Smith Front Row Motorsports
29 10 Ty Dillon Kaulig Racing
30 16 A.J. Allmendinger Kaulig Racing
31 21 Josh Berry Wood Brothers Racing
32 6 Brad Keselowski RFK Racing
33 67 Corey Heim 23XI Racing
34 35 Riley Herbst 23XI Racing
35 88 Shane van Gisbergen Trackhouse Racing
36 41 Cole Custer Haas Factory Team
37 33 Jesse Love Richard Childress Racing
38 51 Cody Ware Rick Ware Racing
33 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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