Grid Walk / Cup Series
Model live
RACE 4 / 36 2025 CUP SERIES • POST-QUALIFYING

Phoenix RacewayShriners Children's 500

DateSunday, March 9, 2025
Track TypeShort Track
Field37 drivers
SHORT TRACK
Phoenix Raceway Updated 2026-03-17 08:54

01 Model Brief

Generated 2026-03-17 08:54
#1
Best by Expected Points · Win 42.2%

Kyle Larson • #5 Hendrick Motorsports

Why: strong track-type ELO, strong organization rating.
Lowest DNF risk: Joey Logano (1.8%) · 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 42.2% • Top-5 61%EP 6.59
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Katherine Legge
DNF prob 41.6%
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 42.2%
Top-5 61%
Exp pts 6.59
Start P17
Driver ELO 1495
Track-type ELO 1514
Why this pick Why: strong track-type 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.
Subscriber Spotlight

Full driver breakdowns

Why this pick, watch-outs, and the features driving the rank.

Unlock the full race sheet
#45 23XI Racing
3
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.

Unlock the full race sheet

04 Quick Picks

Top 2 free • full list w/ subscriber
Best Win Picks
#5Kyle Larson
42.2%
#45Tyler Reddick
37.6%
#9Chase Elliott
SUB
#21Josh Berry
SUB
#24William Byron
SUB
Best Top-3 Picks
#5Kyle Larson
51.8%
#45Tyler Reddick
44.6%
#22Joey Logano
SUB
#9Chase Elliott
SUB
#24William Byron
SUB
Best Top-5 Picks
#22Joey Logano
71.6%
#24William Byron
65.8%
#5Kyle Larson
SUB
#9Chase Elliott
SUB
#45Tyler Reddick
SUB
Best Top-10 Picks
#22Joey Logano
83.3%
#24William Byron
77.7%
#9Chase Elliott
SUB
#20Christopher Bell
SUB
#45Tyler Reddick
SUB
Best Value
#22Joey Logano
6.29
#5Kyle Larson
6.23
#9Chase Elliott
SUB
#45Tyler Reddick
SUB
#24William Byron
SUB
Highest DNF Risk
#78Katherine Legge
41.6%
#54Ty Gibbs
20.9%
#51Cody Ware
SUB
#3Austin Dillon
SUB
#48Alex Bowman
SUB

05 Full Projections

37 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 P17 6.59 42.2% 51.8% 61% 69% 5.5% 1495 27.4
2 22 Joey Logano Team Penske P2 6.40 17.1% 44.3% 72% 83% 1.8% 1500 24.1
3 45 Tyler Reddick 23XI Racing P9 6.38 37.6% 44.6% 52% 74% 5.6% 1514 26.3
4 9 Chase Elliott Hendrick Motorsports P6 6.30 28.1% 42.6% 57% 77% 3.4% 1513 27.4
5 24 William Byron Hendrick Motorsports P1 6.06 17.9% 41.8% 66% 78% 5.3% 1516 27.4
6 20 Christopher Bell Joe Gibbs Racing
7 11 Denny Hamlin Joe Gibbs Racing
8 12 Ryan Blaney Team Penske
9 21 Josh Berry Wood Brothers Racing
10 17 Chris Buescher RFK Racing
11 77 Carson Hocevar Spire Motorsports
12 23 Bubba Wallace 23XI Racing
13 6 Brad Keselowski RFK Racing
14 2 Austin Cindric Team Penske
15 71 Michael McDowell Spire Motorsports
16 7 Justin Haley Spire Motorsports
17 48 Alex Bowman Hendrick Motorsports
18 54 Ty Gibbs Joe Gibbs Racing
19 8 Kyle Busch Richard Childress Racing
20 99 Daniel Suarez Trackhouse Racing
21 3 Austin Dillon Richard Childress Racing
22 43 Erik Jones Legacy Motor Club
23 47 Ricky Stenhouse Jr. Hyak Motorsports
24 16 A.J. Allmendinger Kaulig Racing
25 35 Riley Herbst 23XI Racing
26 1 Ross Chastain Trackhouse Racing
27 88 Shane van Gisbergen Trackhouse Racing
28 19 Chase Briscoe Joe Gibbs Racing
29 60 Ryan Preece RFK Racing
30 10 Ty Dillon Kaulig Racing
31 38 Zane Smith Front Row Motorsports
32 41 Cole Custer Haas Factory Team
33 34 Todd Gilliland Front Row Motorsports
34 4 Noah Gragson Front Row Motorsports
35 42 John Hunter Nemechek Legacy Motor Club
36 51 Cody Ware Rick Ware Racing
37 78 Katherine Legge Live Fast Motorsports
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 5 Kyle Larson Hendrick Motorsports 6.59 42.2% 61% 69% 88% 94% 5.5%
2 22 Joey Logano Team Penske 6.40 17.1% 72% 83% 90% 98% 1.8%
3 45 Tyler Reddick 23XI Racing 6.38 37.6% 52% 74% 89% 94% 5.6%
4 9 Chase Elliott Hendrick Motorsports 6.30 28.1% 57% 77% 90% 97% 3.4%
5 24 William Byron Hendrick Motorsports 6.06 17.9% 66% 78% 85% 95% 5.3%
6 20 Christopher Bell Joe Gibbs Racing
7 11 Denny Hamlin Joe Gibbs Racing
8 12 Ryan Blaney Team Penske
9 21 Josh Berry Wood Brothers Racing
10 17 Chris Buescher RFK Racing
11 77 Carson Hocevar Spire Motorsports
12 23 Bubba Wallace 23XI Racing
13 6 Brad Keselowski RFK Racing
14 2 Austin Cindric Team Penske
15 71 Michael McDowell Spire Motorsports
16 7 Justin Haley Spire Motorsports
17 48 Alex Bowman Hendrick Motorsports
18 54 Ty Gibbs Joe Gibbs Racing
19 8 Kyle Busch Richard Childress Racing
20 99 Daniel Suarez Trackhouse Racing
21 3 Austin Dillon Richard Childress Racing
22 43 Erik Jones Legacy Motor Club
23 47 Ricky Stenhouse Jr. Hyak Motorsports
24 16 A.J. Allmendinger Kaulig Racing
25 35 Riley Herbst 23XI Racing
26 1 Ross Chastain Trackhouse Racing
27 88 Shane van Gisbergen Trackhouse Racing
28 19 Chase Briscoe Joe Gibbs Racing
29 60 Ryan Preece RFK Racing
30 10 Ty Dillon Kaulig Racing
31 38 Zane Smith Front Row Motorsports
32 41 Cole Custer Haas Factory Team
33 34 Todd Gilliland Front Row Motorsports
34 4 Noah Gragson Front Row Motorsports
35 42 John Hunter Nemechek Legacy Motor Club
36 51 Cody Ware Rick Ware Racing
37 78 Katherine Legge Live Fast Motorsports
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 5 Kyle Larson Hendrick Motorsports P17 6.59 1495 1514 27.4 +2.0 -0.5
2 22 Joey Logano Team Penske P2 6.40 1500 1515 24.1 +17.0 -6.0
3 45 Tyler Reddick 23XI Racing P9 6.38 1514 1513 26.3 +10.0 -0.8
4 9 Chase Elliott Hendrick Motorsports P6 6.30 1513 1511 27.4 +13.0 -1.8
5 24 William Byron Hendrick Motorsports P1 6.06 1516 1514 27.4 +18.0 -5.5
6 20 Christopher Bell Joe Gibbs Racing
7 11 Denny Hamlin Joe Gibbs Racing
8 12 Ryan Blaney Team Penske
9 21 Josh Berry Wood Brothers Racing
10 17 Chris Buescher RFK Racing
11 77 Carson Hocevar Spire Motorsports
12 23 Bubba Wallace 23XI Racing
13 6 Brad Keselowski RFK Racing
14 2 Austin Cindric Team Penske
15 71 Michael McDowell Spire Motorsports
16 7 Justin Haley Spire Motorsports
17 48 Alex Bowman Hendrick Motorsports
18 54 Ty Gibbs Joe Gibbs Racing
19 8 Kyle Busch Richard Childress Racing
20 99 Daniel Suarez Trackhouse Racing
21 3 Austin Dillon Richard Childress Racing
22 43 Erik Jones Legacy Motor Club
23 47 Ricky Stenhouse Jr. Hyak Motorsports
24 16 A.J. Allmendinger Kaulig Racing
25 35 Riley Herbst 23XI Racing
26 1 Ross Chastain Trackhouse Racing
27 88 Shane van Gisbergen Trackhouse Racing
28 19 Chase Briscoe Joe Gibbs Racing
29 60 Ryan Preece RFK Racing
30 10 Ty Dillon Kaulig Racing
31 38 Zane Smith Front Row Motorsports
32 41 Cole Custer Haas Factory Team
33 34 Todd Gilliland Front Row Motorsports
34 4 Noah Gragson Front Row Motorsports
35 42 John Hunter Nemechek Legacy Motor Club
36 51 Cody Ware Rick Ware Racing
37 78 Katherine Legge Live Fast Motorsports
32 more drivers behind the paywall.
Full sortable table, all probabilities, CSV download, and the Betting/DFS lenses ship with the Race Week Pass.
Download CSV ◦ subscriber Unlock the full race sheet
Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:54
Unlock the full race sheet$9/wk · $25.03/mo · cancel anytime
Activating your access…
Welcome to the paid tier — full board unlocked.