Grid Walk / Cup Series
Model live
RACE 5 / 36 2025 CUP SERIES • POST-QUALIFYING

Las Vegas Motor SpeedwayPennzoil 400 Presented by Jiffy Lube

DateSunday, March 16, 2025
Track TypeIntermediate
Field36 drivers
INTERMEDIATE
Las Vegas Motor Speedway Updated 2026-03-17 08:55

01 Model Brief

Generated 2026-03-17 08:55
#1
Best by Expected Points · Win 32.4%

Denny Hamlin • #11 Joe Gibbs Racing

Why: strong track-type ELO, top-tier driver ELO, 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
Denny Hamlin
Win 32.4% • Top-5 50%EP 5.99
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Kyle Larson
DNF prob 20.2%
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
#11 Joe Gibbs Racing
1
Denny Hamlin
Win 32.4%
Top-5 50%
Exp pts 5.99
Start P15
Driver ELO 1515
Track-type ELO 1511
Why this pick Why: strong track-type ELO, top-tier driver ELO, strong organization rating.
#22 Team Penske
2
Joey Logano
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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#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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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
#11Denny Hamlin
32.4%
#9Chase Elliott
27.0%
#8Kyle Busch
SUB
#22Joey Logano
SUB
#5Kyle Larson
SUB
Best Top-3 Picks
#11Denny Hamlin
41.1%
#9Chase Elliott
34.3%
#20Christopher Bell
SUB
#22Joey Logano
SUB
#5Kyle Larson
SUB
Best Top-5 Picks
#20Christopher Bell
53.7%
#11Denny Hamlin
49.8%
#24William Byron
SUB
#45Tyler Reddick
SUB
#5Kyle Larson
SUB
Best Top-10 Picks
#11Denny Hamlin
70.8%
#20Christopher Bell
66.8%
#5Kyle Larson
SUB
#22Joey Logano
SUB
#24William Byron
SUB
Best Value
#11Denny Hamlin
5.37
#22Joey Logano
4.71
#24William Byron
SUB
#9Chase Elliott
SUB
#45Tyler Reddick
SUB
Highest DNF Risk
#5Kyle Larson
20.2%
#47Ricky Stenhouse Jr.
20.1%
#35Riley Herbst
SUB
#20Christopher Bell
SUB
#77Carson Hocevar
SUB

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 11 Denny Hamlin Joe Gibbs Racing P15 5.99 32.4% 41.1% 50% 71% 10.3% 1515 24.9
2 22 Joey Logano Team Penske P2 5.26 20.6% 32.3% 44% 64% 10.4% 1508 24.3
3 20 Christopher Bell Joe Gibbs Racing P13 5.21 14.6% 34.2% 54% 67% 18.5% 1516 24.9
4 5 Kyle Larson Hendrick Motorsports P10 5.11 19.1% 32.0% 45% 66% 20.2% 1515 27.9
5 9 Chase Elliott Hendrick Motorsports P16 5.11 27.0% 34.3% 42% 55% 11.3% 1509 27.9
6 24 William Byron Hendrick Motorsports
7 8 Kyle Busch Richard Childress Racing
8 45 Tyler Reddick 23XI Racing
9 48 Alex Bowman Hendrick Motorsports
10 2 Austin Cindric Team Penske
11 1 Ross Chastain Trackhouse Racing
12 12 Ryan Blaney Team Penske
13 23 Bubba Wallace 23XI Racing
14 71 Michael McDowell Spire Motorsports
15 6 Brad Keselowski RFK Racing
16 17 Chris Buescher RFK Racing
17 21 Josh Berry Wood Brothers Racing
18 54 Ty Gibbs Joe Gibbs Racing
19 19 Chase Briscoe Joe Gibbs Racing
20 99 Daniel Suarez Trackhouse Racing
21 43 Erik Jones Legacy Motor Club
22 77 Carson Hocevar Spire Motorsports
23 42 John Hunter Nemechek Legacy Motor Club
24 4 Noah Gragson Front Row Motorsports
25 16 A.J. Allmendinger Kaulig Racing
26 38 Zane Smith Front Row Motorsports
27 60 Ryan Preece RFK Racing
28 47 Ricky Stenhouse Jr. Hyak Motorsports
29 3 Austin Dillon Richard Childress Racing
30 88 Shane van Gisbergen Trackhouse Racing
31 10 Ty Dillon Kaulig Racing
32 7 Justin Haley Spire Motorsports
33 34 Todd Gilliland Front Row Motorsports
34 35 Riley Herbst 23XI Racing
35 51 Cody Ware Rick Ware Racing
36 41 Cole Custer Haas Factory Team
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 11 Denny Hamlin Joe Gibbs Racing 5.99 32.4% 50% 71% 85% 90% 10.3%
2 22 Joey Logano Team Penske 5.26 20.6% 44% 64% 79% 90% 10.4%
3 20 Christopher Bell Joe Gibbs Racing 5.21 14.6% 54% 67% 77% 82% 18.5%
4 5 Kyle Larson Hendrick Motorsports 5.11 19.1% 45% 66% 76% 80% 20.2%
5 9 Chase Elliott Hendrick Motorsports 5.11 27.0% 42% 55% 74% 89% 11.3%
6 24 William Byron Hendrick Motorsports
7 8 Kyle Busch Richard Childress Racing
8 45 Tyler Reddick 23XI Racing
9 48 Alex Bowman Hendrick Motorsports
10 2 Austin Cindric Team Penske
11 1 Ross Chastain Trackhouse Racing
12 12 Ryan Blaney Team Penske
13 23 Bubba Wallace 23XI Racing
14 71 Michael McDowell Spire Motorsports
15 6 Brad Keselowski RFK Racing
16 17 Chris Buescher RFK Racing
17 21 Josh Berry Wood Brothers Racing
18 54 Ty Gibbs Joe Gibbs Racing
19 19 Chase Briscoe Joe Gibbs Racing
20 99 Daniel Suarez Trackhouse Racing
21 43 Erik Jones Legacy Motor Club
22 77 Carson Hocevar Spire Motorsports
23 42 John Hunter Nemechek Legacy Motor Club
24 4 Noah Gragson Front Row Motorsports
25 16 A.J. Allmendinger Kaulig Racing
26 38 Zane Smith Front Row Motorsports
27 60 Ryan Preece RFK Racing
28 47 Ricky Stenhouse Jr. Hyak Motorsports
29 3 Austin Dillon Richard Childress Racing
30 88 Shane van Gisbergen Trackhouse Racing
31 10 Ty Dillon Kaulig Racing
32 7 Justin Haley Spire Motorsports
33 34 Todd Gilliland Front Row Motorsports
34 35 Riley Herbst 23XI Racing
35 51 Cody Ware Rick Ware Racing
36 41 Cole Custer Haas Factory Team
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 11 Denny Hamlin Joe Gibbs Racing P15 5.99 1515 1511 24.9 +3.5 +8.2
2 22 Joey Logano Team Penske P2 5.26 1508 1509 24.3 +16.5 +1.8
3 20 Christopher Bell Joe Gibbs Racing P13 5.21 1516 1515 24.9 +5.5 +8.5
4 5 Kyle Larson Hendrick Motorsports P10 5.11 1515 1513 27.9 +8.5 -8.2
5 9 Chase Elliott Hendrick Motorsports P16 5.11 1509 1502 27.9 +2.5 +5.3
6 24 William Byron Hendrick Motorsports
7 8 Kyle Busch Richard Childress Racing
8 45 Tyler Reddick 23XI Racing
9 48 Alex Bowman Hendrick Motorsports
10 2 Austin Cindric Team Penske
11 1 Ross Chastain Trackhouse Racing
12 12 Ryan Blaney Team Penske
13 23 Bubba Wallace 23XI Racing
14 71 Michael McDowell Spire Motorsports
15 6 Brad Keselowski RFK Racing
16 17 Chris Buescher RFK Racing
17 21 Josh Berry Wood Brothers Racing
18 54 Ty Gibbs Joe Gibbs Racing
19 19 Chase Briscoe Joe Gibbs Racing
20 99 Daniel Suarez Trackhouse Racing
21 43 Erik Jones Legacy Motor Club
22 77 Carson Hocevar Spire Motorsports
23 42 John Hunter Nemechek Legacy Motor Club
24 4 Noah Gragson Front Row Motorsports
25 16 A.J. Allmendinger Kaulig Racing
26 38 Zane Smith Front Row Motorsports
27 60 Ryan Preece RFK Racing
28 47 Ricky Stenhouse Jr. Hyak Motorsports
29 3 Austin Dillon Richard Childress Racing
30 88 Shane van Gisbergen Trackhouse Racing
31 10 Ty Dillon Kaulig Racing
32 7 Justin Haley Spire Motorsports
33 34 Todd Gilliland Front Row Motorsports
34 35 Riley Herbst 23XI Racing
35 51 Cody Ware Rick Ware Racing
36 41 Cole Custer Haas Factory Team
31 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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