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

Phoenix RacewayNASCAR Cup Series Championship

DateSunday, November 2, 2025
Track TypeShort Track
Field38 drivers
SHORT TRACK
Phoenix Raceway Updated 2026-03-17 08:57

01 Model Brief

Generated 2026-03-17 08:57
#1
Best by Expected Points · Win 35.7%

Kyle Larson • #5 Hendrick Motorsports

Why: strong track-type ELO, top-tier driver ELO, front-row start (P3).
Lowest DNF risk: Denny Hamlin (2.5%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Kyle Larson
Win 35.7% • Top-5 65%EP 6.83
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
A.J. Allmendinger
DNF prob 32.4%
Race Confidence
HIGH • 85/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
85/100
HIGH
Short ovals reward consistency and qualifying position. Model has historically been most accurate at this track type.
Win pick hit rate
17%
Top-5 hit rate
52%
Rank fit (ρ)
0.56

03 Driver Spotlight

Top 3 by EP
#5 Hendrick Motorsports
1
Kyle Larson
Win 35.7%
Top-5 65%
Exp pts 6.83
Start P3
Driver ELO 1513
Track-type ELO 1514
Why this pick Why: strong track-type ELO, top-tier driver ELO, front-row start (P3).
#24 Hendrick Motorsports
2
William Byron
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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#12 Team Penske
3
Ryan Blaney
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
#5Kyle Larson
35.7%
#9Chase Elliott
31.8%
#22Joey Logano
SUB
#12Ryan Blaney
SUB
#20Christopher Bell
SUB
Best Top-3 Picks
#5Kyle Larson
50.2%
#24William Byron
46.5%
#12Ryan Blaney
SUB
#9Chase Elliott
SUB
#22Joey Logano
SUB
Best Top-5 Picks
#24William Byron
77.2%
#5Kyle Larson
64.7%
#12Ryan Blaney
SUB
#11Denny Hamlin
SUB
#22Joey Logano
SUB
Best Top-10 Picks
#24William Byron
88.6%
#5Kyle Larson
82.5%
#12Ryan Blaney
SUB
#11Denny Hamlin
SUB
#22Joey Logano
SUB
Best Value
#5Kyle Larson
6.58
#24William Byron
6.45
#12Ryan Blaney
SUB
#11Denny Hamlin
SUB
#22Joey Logano
SUB
Highest DNF Risk
#16A.J. Allmendinger
32.4%
#44J.J. Yeley
28.4%
#10Ty Dillon
SUB
#51Cody Ware
SUB
#66Casey Mears
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 5 Kyle Larson Hendrick Motorsports P3 6.83 35.7% 50.2% 65% 83% 3.6% 1513 25.9
2 24 William Byron Hendrick Motorsports P2 6.65 15.8% 46.5% 77% 89% 3.0% 1516 25.9
3 12 Ryan Blaney Team Penske P5 6.30 20.7% 41.1% 62% 82% 3.2% 1515 24.1
4 9 Chase Elliott Hendrick Motorsports P17 5.84 31.8% 39.9% 48% 67% 8.5% 1514 25.9
5 22 Joey Logano Team Penske P10 5.82 23.9% 37.0% 50% 71% 4.2% 1511 24.1
6 11 Denny Hamlin Joe Gibbs Racing
7 19 Chase Briscoe Joe Gibbs Racing
8 20 Christopher Bell Joe Gibbs Racing
9 17 Chris Buescher RFK Racing
10 48 Alex Bowman Hendrick Motorsports
11 60 Ryan Preece RFK Racing
12 2 Austin Cindric Team Penske
13 21 Josh Berry Wood Brothers Racing
14 54 Ty Gibbs Joe Gibbs Racing
15 1 Ross Chastain Trackhouse Racing
16 6 Brad Keselowski RFK Racing
17 77 Carson Hocevar Spire Motorsports
18 45 Tyler Reddick 23XI Racing
19 23 Bubba Wallace 23XI Racing
20 8 Kyle Busch Richard Childress Racing
21 99 Daniel Suarez Trackhouse Racing
22 3 Austin Dillon Richard Childress Racing
23 43 Erik Jones Legacy Motor Club
24 47 Ricky Stenhouse Jr. Hyak Motorsports
25 4 Noah Gragson Front Row Motorsports
26 88 Shane van Gisbergen Trackhouse Racing
27 38 Zane Smith Front Row Motorsports
28 71 Michael McDowell Spire Motorsports
29 34 Todd Gilliland Front Row Motorsports
30 41 Cole Custer Haas Factory Team
31 16 A.J. Allmendinger Kaulig Racing
32 7 Justin Haley Spire Motorsports
33 42 John Hunter Nemechek Legacy Motor Club
34 35 Riley Herbst 23XI Racing
35 10 Ty Dillon Kaulig Racing
36 51 Cody Ware Rick Ware Racing
37 66 Casey Mears Garage 66
38 44 J.J. Yeley NY Racing Team
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 5 Kyle Larson Hendrick Motorsports 6.83 35.7% 65% 83% 92% 96% 3.6%
2 24 William Byron Hendrick Motorsports 6.65 15.8% 77% 89% 94% 97% 3.0%
3 12 Ryan Blaney Team Penske 6.30 20.7% 62% 82% 92% 97% 3.2%
4 9 Chase Elliott Hendrick Motorsports 5.84 31.8% 48% 67% 84% 91% 8.5%
5 22 Joey Logano Team Penske 5.82 23.9% 50% 71% 86% 96% 4.2%
6 11 Denny Hamlin Joe Gibbs Racing
7 19 Chase Briscoe Joe Gibbs Racing
8 20 Christopher Bell Joe Gibbs Racing
9 17 Chris Buescher RFK Racing
10 48 Alex Bowman Hendrick Motorsports
11 60 Ryan Preece RFK Racing
12 2 Austin Cindric Team Penske
13 21 Josh Berry Wood Brothers Racing
14 54 Ty Gibbs Joe Gibbs Racing
15 1 Ross Chastain Trackhouse Racing
16 6 Brad Keselowski RFK Racing
17 77 Carson Hocevar Spire Motorsports
18 45 Tyler Reddick 23XI Racing
19 23 Bubba Wallace 23XI Racing
20 8 Kyle Busch Richard Childress Racing
21 99 Daniel Suarez Trackhouse Racing
22 3 Austin Dillon Richard Childress Racing
23 43 Erik Jones Legacy Motor Club
24 47 Ricky Stenhouse Jr. Hyak Motorsports
25 4 Noah Gragson Front Row Motorsports
26 88 Shane van Gisbergen Trackhouse Racing
27 38 Zane Smith Front Row Motorsports
28 71 Michael McDowell Spire Motorsports
29 34 Todd Gilliland Front Row Motorsports
30 41 Cole Custer Haas Factory Team
31 16 A.J. Allmendinger Kaulig Racing
32 7 Justin Haley Spire Motorsports
33 42 John Hunter Nemechek Legacy Motor Club
34 35 Riley Herbst 23XI Racing
35 10 Ty Dillon Kaulig Racing
36 51 Cody Ware Rick Ware Racing
37 66 Casey Mears Garage 66
38 44 J.J. Yeley NY Racing Team
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 5 Kyle Larson Hendrick Motorsports P3 6.83 1513 1514 25.9 +16.5 +0.0
2 24 William Byron Hendrick Motorsports P2 6.65 1516 1515 25.9 +17.5 -4.3
3 12 Ryan Blaney Team Penske P5 6.30 1515 1515 24.1 +14.5 +11.7
4 9 Chase Elliott Hendrick Motorsports P17 5.84 1514 1514 25.9 +2.5 -6.5
5 22 Joey Logano Team Penske P10 5.82 1511 1510 24.1 +9.5 +7.2
6 11 Denny Hamlin Joe Gibbs Racing
7 19 Chase Briscoe Joe Gibbs Racing
8 20 Christopher Bell Joe Gibbs Racing
9 17 Chris Buescher RFK Racing
10 48 Alex Bowman Hendrick Motorsports
11 60 Ryan Preece RFK Racing
12 2 Austin Cindric Team Penske
13 21 Josh Berry Wood Brothers Racing
14 54 Ty Gibbs Joe Gibbs Racing
15 1 Ross Chastain Trackhouse Racing
16 6 Brad Keselowski RFK Racing
17 77 Carson Hocevar Spire Motorsports
18 45 Tyler Reddick 23XI Racing
19 23 Bubba Wallace 23XI Racing
20 8 Kyle Busch Richard Childress Racing
21 99 Daniel Suarez Trackhouse Racing
22 3 Austin Dillon Richard Childress Racing
23 43 Erik Jones Legacy Motor Club
24 47 Ricky Stenhouse Jr. Hyak Motorsports
25 4 Noah Gragson Front Row Motorsports
26 88 Shane van Gisbergen Trackhouse Racing
27 38 Zane Smith Front Row Motorsports
28 71 Michael McDowell Spire Motorsports
29 34 Todd Gilliland Front Row Motorsports
30 41 Cole Custer Haas Factory Team
31 16 A.J. Allmendinger Kaulig Racing
32 7 Justin Haley Spire Motorsports
33 42 John Hunter Nemechek Legacy Motor Club
34 35 Riley Herbst 23XI Racing
35 10 Ty Dillon Kaulig Racing
36 51 Cody Ware Rick Ware Racing
37 66 Casey Mears Garage 66
38 44 J.J. Yeley NY Racing Team
33 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:57
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