Grid Walk / Cup Series
Model live
RACE 30 / 36 2026 CUP SERIES • POST-QUALIFYING

Kansas SpeedwayHollywood Casino 400

DateSunday, September 27, 2026
Track TypeIntermediate
Field36 drivers
INTERMEDIATE
Kansas Speedway Updated 2026-09-27 21:15

01 Model Brief

Generated 2026-09-27 21:15
#1
Best by Expected Points · Win 10.0%

Christopher Bell • #20 Joe Gibbs Racing

Why: top-tier driver ELO, front-row start (P3), strong organization rating.
Best Win odds: Kyle Larson (11.9%) · 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 10.0% • Top-5 51% • EP 5.10
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Ross Chastain
DNF prob 21.4%
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 10.0%
Top-5 51%
Exp pts 5.10
Start P3
Driver ELO 1514
Track-type ELO 1503
Why this pick Why: top-tier driver ELO, front-row start (P3), strong organization rating.
#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.
Subscriber Spotlight

Full driver breakdowns

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.
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
#5Kyle Larson
11.9%
#20Christopher Bell
10.0%
#11Denny Hamlin
— SUB
#54Ty Gibbs
— SUB
#24William Byron
— SUB
Best Top-3 Picks
#20Christopher Bell
30.5%
#5Kyle Larson
26.0%
#11Denny Hamlin
— SUB
#54Ty Gibbs
— SUB
#24William Byron
— SUB
Best Top-5 Picks
#20Christopher Bell
50.9%
#5Kyle Larson
40.2%
#11Denny Hamlin
— SUB
#54Ty Gibbs
— SUB
#24William Byron
— SUB
Best Top-10 Picks
#20Christopher Bell
64.5%
#5Kyle Larson
60.4%
#11Denny Hamlin
— SUB
#24William Byron
— SUB
#54Ty Gibbs
— SUB
Best Value
#20Christopher Bell
4.71
#5Kyle Larson
4.18
#11Denny Hamlin
— SUB
#54Ty Gibbs
— SUB
#24William Byron
— SUB
Highest DNF Risk
#1Ross Chastain
21.4%
#3Austin Dillon
20.4%
#Shane Van Gisbergen
— SUB
#4Noah Gragson
— SUB
#51Cody Ware
— SUB
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

36 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 5.10 10.0% 30.5% 51% 65% 7.6% 1514 28.9 12 (13) —
2 5 Kyle Larson Hendrick Motorsports P2 4.73 11.9% 26.0% 40% 60% 11.7% 1516 23.4 6 (11) —
3 11 Denny Hamlin Joe Gibbs Racing P6 4.57 7.8% 22.4% 37% 57% 10.6% 1512 28.9 8 (13) —
4 54 Ty Gibbs Joe Gibbs Racing P5 4.15 7.8% 18.5% 29% 50% 11.2% 1513 28.9 23 (8) —
5 24 William Byron Hendrick Motorsports P8 4.06 7.3% 18.0% 29% 50% 15.2% 1511 23.4 11 (13) —
6 22 Joey Logano Team Penske — — — — — — — — — — —
7 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
8 12 Ryan Blaney Team Penske — — — — — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
10 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
11 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
12 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
13 6 Brad Keselowski RFK Racing — — — — — — — — — — —
14 2 Austin Cindric Team Penske — — — — — — — — — — —
15 60 Ryan Preece RFK Racing — — — — — — — — — — —
16 7 Daniel Suarez Spire Motorsports — — — — — — — — — — —
17 17 Chris Buescher RFK Racing — — — — — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
19 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
20 48 Alex Bowman Hendrick Motorsports — — — — — — — — — — —
21 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
22 Shane Van Gisbergen — — — — — — — — — — —
23 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
24 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
25 88 Connor Zilisch Trackhouse Racing — — — — — — — — — — —
26 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
27 41 Cole Custer Haas Factory Team — — — — — — — — — — —
28 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
29 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
30 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
31 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
32 35 Riley Herbst 23XI Racing — — — — — — — — — — —
33 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
34 33 Austin Hill Richard Childress Racing — — — — — — — — — — —
35 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 20 Christopher Bell Joe Gibbs Racing 5.10 10.0% 51% 65% 78% 92% 7.6%
2 5 Kyle Larson Hendrick Motorsports 4.73 11.9% 40% 60% 74% 88% 11.7%
3 11 Denny Hamlin Joe Gibbs Racing 4.57 7.8% 37% 57% 78% 89% 10.6%
4 54 Ty Gibbs Joe Gibbs Racing 4.15 7.8% 29% 50% 73% 89% 11.2%
5 24 William Byron Hendrick Motorsports 4.06 7.3% 29% 50% 71% 85% 15.2%
6 22 Joey Logano Team Penske — — — — — — —
7 23 Bubba Wallace 23XI Racing — — — — — — —
8 12 Ryan Blaney Team Penske — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
10 9 Chase Elliott Hendrick Motorsports — — — — — — —
11 77 Carson Hocevar Spire Motorsports — — — — — — —
12 45 Tyler Reddick 23XI Racing — — — — — — —
13 6 Brad Keselowski RFK Racing — — — — — — —
14 2 Austin Cindric Team Penske — — — — — — —
15 60 Ryan Preece RFK Racing — — — — — — —
16 7 Daniel Suarez Spire Motorsports — — — — — — —
17 17 Chris Buescher RFK Racing — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — —
19 21 Josh Berry Wood Brothers Racing — — — — — — —
20 48 Alex Bowman Hendrick Motorsports — — — — — — —
21 71 Michael McDowell Spire Motorsports — — — — — — —
22 Shane Van Gisbergen — — — — — — —
23 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
24 34 Todd Gilliland Front Row Motorsports — — — — — — —
25 88 Connor Zilisch Trackhouse Racing — — — — — — —
26 3 Austin Dillon Richard Childress Racing — — — — — — —
27 41 Cole Custer Haas Factory Team — — — — — — —
28 16 A.J. Allmendinger Kaulig Racing — — — — — — —
29 38 Zane Smith Front Row Motorsports — — — — — — —
30 4 Noah Gragson Front Row Motorsports — — — — — — —
31 43 Erik Jones Legacy Motor Club — — — — — — —
32 35 Riley Herbst 23XI Racing — — — — — — —
33 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
34 33 Austin Hill Richard Childress Racing — — — — — — —
35 10 Ty Dillon Kaulig Racing — — — — — — —
36 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 5.10 1514 1503 28.9 +15.5 +7.7
2 5 Kyle Larson Hendrick Motorsports P2 4.73 1516 1516 23.4 +16.5 -12.3
3 11 Denny Hamlin Joe Gibbs Racing P6 4.57 1512 1510 28.9 +12.5 +0.2
4 54 Ty Gibbs Joe Gibbs Racing P5 4.15 1513 1504 28.9 +13.5 +3.3
5 24 William Byron Hendrick Motorsports P8 4.06 1511 1514 23.4 +10.5 +4.2
6 22 Joey Logano Team Penske — — — — — — —
7 23 Bubba Wallace 23XI Racing — — — — — — —
8 12 Ryan Blaney Team Penske — — — — — — —
9 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
10 9 Chase Elliott Hendrick Motorsports — — — — — — —
11 77 Carson Hocevar Spire Motorsports — — — — — — —
12 45 Tyler Reddick 23XI Racing — — — — — — —
13 6 Brad Keselowski RFK Racing — — — — — — —
14 2 Austin Cindric Team Penske — — — — — — —
15 60 Ryan Preece RFK Racing — — — — — — —
16 7 Daniel Suarez Spire Motorsports — — — — — — —
17 17 Chris Buescher RFK Racing — — — — — — —
18 1 Ross Chastain Trackhouse Racing — — — — — — —
19 21 Josh Berry Wood Brothers Racing — — — — — — —
20 48 Alex Bowman Hendrick Motorsports — — — — — — —
21 71 Michael McDowell Spire Motorsports — — — — — — —
22 Shane Van Gisbergen — — — — — — —
23 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
24 34 Todd Gilliland Front Row Motorsports — — — — — — —
25 88 Connor Zilisch Trackhouse Racing — — — — — — —
26 3 Austin Dillon Richard Childress Racing — — — — — — —
27 41 Cole Custer Haas Factory Team — — — — — — —
28 16 A.J. Allmendinger Kaulig Racing — — — — — — —
29 38 Zane Smith Front Row Motorsports — — — — — — —
30 4 Noah Gragson Front Row Motorsports — — — — — — —
31 43 Erik Jones Legacy Motor Club — — — — — — —
32 35 Riley Herbst 23XI Racing — — — — — — —
33 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
34 33 Austin Hill Richard Childress Racing — — — — — — —
35 10 Ty Dillon Kaulig Racing — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — —
31 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-09-27 21:15
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