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 • 94/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
94/100
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
60%
Rank fit (ρ)
0.60

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.
Subscriber Spotlight

Full driver breakdowns

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.
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
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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