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
MEDIUM • 69/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of intermediate
69/100
MEDIUM
Intermediates reward downforce-era setups and clean stops. Model performs reliably here.
Win pick hit rate
25%
Top-5 hit rate
37%
Rank fit (ρ)
0.48

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.
Subscriber Spotlight

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.
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
#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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