Grid Walk / Cup Series
Model live
RACE 23 / 36 2026 CUP SERIES • POST-QUALIFYING • POST-PRACTICE

Iowa SpeedwayIowa Corn 350 Powered by Ethanol

DateSunday, August 9, 2026
Track TypeShort Track
Field36 drivers
SHORT TRACK
Iowa Speedway Updated 2026-08-09 21:26 • Practice

01 Model Brief

Generated 2026-08-09 21:26
#1
Best by Expected Points · Win 13.7%

Ryan Blaney • #12 Team Penske

Why: front-row start (P1), strong organization rating.
Best Win odds: Brad Keselowski (18.1%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Ryan Blaney
Win 13.7% • Top-5 42% • EP 5.53
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cody Ware
DNF prob 22.0%
Race Confidence
HIGH • 91/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L12 of short track
91/100
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)
0.57

03 Driver Spotlight

Top 3 by EP
#12 Team Penske
1
Ryan Blaney
Win 13.7%
Top-5 42%
Exp pts 5.53
Start P1
Driver ELO 1500
Track-type ELO 1508
Why this pick Why: front-row start (P1), 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.

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#6 RFK Racing
3
Brad Keselowski
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
#6Brad Keselowski
18.1%
#12Ryan Blaney
13.7%
#22Joey Logano
— SUB
#11Denny Hamlin
— SUB
#54Ty Gibbs
— SUB
Best Top-3 Picks
#6Brad Keselowski
30.8%
#22Joey Logano
27.8%
#12Ryan Blaney
— SUB
#54Ty Gibbs
— SUB
#11Denny Hamlin
— SUB
Best Top-5 Picks
#6Brad Keselowski
43.5%
#22Joey Logano
42.9%
#12Ryan Blaney
— SUB
#54Ty Gibbs
— SUB
#11Denny Hamlin
— SUB
Best Top-10 Picks
#22Joey Logano
68.2%
#6Brad Keselowski
65.5%
#12Ryan Blaney
— SUB
#54Ty Gibbs
— SUB
#5Kyle Larson
— SUB
Best Value
#22Joey Logano
5.23
#12Ryan Blaney
5.17
#6Brad Keselowski
— SUB
#54Ty Gibbs
— SUB
#20Christopher Bell
— SUB
Highest DNF Risk
#51Cody Ware
22.0%
#60Ryan Preece
19.9%
#21Josh Berry
— SUB
#24William Byron
— SUB
#7Daniel Suarez
— SUB
Practice Risers

Drivers who outran their model rank in practice this week — the kind of edge fantasy and bet builders look for.

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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 12 Ryan Blaney Team Penske P1 5.53 13.7% 27.8% 42% 64% 6.6% 1500 24.9 2 (2) +0.41
2 22 Joey Logano Team Penske P3 5.48 12.7% 27.8% 43% 68% 4.5% 1515 24.9 8 (2) +0.23
3 6 Brad Keselowski RFK Racing P4 5.32 18.1% 30.8% 43% 65% 4.4% 1513 24.9 6 (2) -0.03
4 54 Ty Gibbs Joe Gibbs Racing P6 4.48 5.9% 16.9% 28% 53% 6.0% 1509 29.4 23 (2) +0.23
5 20 Christopher Bell Joe Gibbs Racing P22 4.17 2.2% 12.3% 22% 42% 6.2% 1515 29.4 10 (2) +0.38
6 5 Kyle Larson Hendrick Motorsports — — — — — — — — — — —
7 24 William Byron Hendrick Motorsports — — — — — — — — — — —
8 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
9 11 Denny Hamlin Joe Gibbs Racing — — — — — — — — — — —
10 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
11 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — — — — — —
13 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
14 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
15 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
16 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
17 9 Chase Elliott Hendrick Motorsports — — — — — — — — — — —
18 60 Ryan Preece RFK Racing — — — — — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
20 48 Alex Bowman Hendrick Motorsports — — — — — — — — — — —
21 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
22 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
23 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
24 17 Chris Buescher RFK Racing — — — — — — — — — — —
25 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
26 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
27 88 Connor Zilisch Trackhouse Racing — — — — — — — — — — —
28 7 Daniel Suarez Spire Motorsports — — — — — — — — — — —
29 35 Riley Herbst 23XI Racing — — — — — — — — — — —
30 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
31 97 Shane van Gisbergen Trackhouse Racing — — — — — — — — — — —
32 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
33 33 Austin Hill Richard Childress Racing — — — — — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
35 41 Cole Custer Haas Factory Team — — — — — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 12 Ryan Blaney Team Penske 5.53 13.7% 42% 64% 82% 93% 6.6%
2 22 Joey Logano Team Penske 5.48 12.7% 43% 68% 83% 95% 4.5%
3 6 Brad Keselowski RFK Racing 5.32 18.1% 43% 65% 84% 96% 4.4%
4 54 Ty Gibbs Joe Gibbs Racing 4.48 5.9% 28% 53% 75% 94% 6.0%
5 20 Christopher Bell Joe Gibbs Racing 4.17 2.2% 22% 42% 73% 94% 6.2%
6 5 Kyle Larson Hendrick Motorsports — — — — — — —
7 24 William Byron Hendrick Motorsports — — — — — — —
8 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
9 11 Denny Hamlin Joe Gibbs Racing — — — — — — —
10 1 Ross Chastain Trackhouse Racing — — — — — — —
11 45 Tyler Reddick 23XI Racing — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — —
13 23 Bubba Wallace 23XI Racing — — — — — — —
14 3 Austin Dillon Richard Childress Racing — — — — — — —
15 77 Carson Hocevar Spire Motorsports — — — — — — —
16 21 Josh Berry Wood Brothers Racing — — — — — — —
17 9 Chase Elliott Hendrick Motorsports — — — — — — —
18 60 Ryan Preece RFK Racing — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 48 Alex Bowman Hendrick Motorsports — — — — — — —
21 34 Todd Gilliland Front Row Motorsports — — — — — — —
22 38 Zane Smith Front Row Motorsports — — — — — — —
23 43 Erik Jones Legacy Motor Club — — — — — — —
24 17 Chris Buescher RFK Racing — — — — — — —
25 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
26 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
27 88 Connor Zilisch Trackhouse Racing — — — — — — —
28 7 Daniel Suarez Spire Motorsports — — — — — — —
29 35 Riley Herbst 23XI Racing — — — — — — —
30 4 Noah Gragson Front Row Motorsports — — — — — — —
31 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
32 16 A.J. Allmendinger Kaulig Racing — — — — — — —
33 33 Austin Hill Richard Childress Racing — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
35 41 Cole Custer Haas Factory Team — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 12 Ryan Blaney Team Penske P1 5.53 1500 1508 24.9 +17.5 +5.3
2 22 Joey Logano Team Penske P3 5.48 1515 1515 24.9 +15.5 +0.2
3 6 Brad Keselowski RFK Racing P4 5.32 1513 1511 24.9 +14.5 +11.8
4 54 Ty Gibbs Joe Gibbs Racing P6 4.48 1509 1513 29.4 +12.5 +1.0
5 20 Christopher Bell Joe Gibbs Racing P22 4.17 1515 1502 29.4 -3.5 -0.2
6 5 Kyle Larson Hendrick Motorsports — — — — — — —
7 24 William Byron Hendrick Motorsports — — — — — — —
8 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
9 11 Denny Hamlin Joe Gibbs Racing — — — — — — —
10 1 Ross Chastain Trackhouse Racing — — — — — — —
11 45 Tyler Reddick 23XI Racing — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — —
13 23 Bubba Wallace 23XI Racing — — — — — — —
14 3 Austin Dillon Richard Childress Racing — — — — — — —
15 77 Carson Hocevar Spire Motorsports — — — — — — —
16 21 Josh Berry Wood Brothers Racing — — — — — — —
17 9 Chase Elliott Hendrick Motorsports — — — — — — —
18 60 Ryan Preece RFK Racing — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 48 Alex Bowman Hendrick Motorsports — — — — — — —
21 34 Todd Gilliland Front Row Motorsports — — — — — — —
22 38 Zane Smith Front Row Motorsports — — — — — — —
23 43 Erik Jones Legacy Motor Club — — — — — — —
24 17 Chris Buescher RFK Racing — — — — — — —
25 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
26 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
27 88 Connor Zilisch Trackhouse Racing — — — — — — —
28 7 Daniel Suarez Spire Motorsports — — — — — — —
29 35 Riley Herbst 23XI Racing — — — — — — —
30 4 Noah Gragson Front Row Motorsports — — — — — — —
31 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
32 16 A.J. Allmendinger Kaulig Racing — — — — — — —
33 33 Austin Hill Richard Childress Racing — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
35 41 Cole Custer Haas Factory Team — — — — — — —
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 2026-08-09 21:26 • Practice blended
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