Grid Walk / Cup Series
Model live
RACE 7 / 36 2026 CUP SERIES • POST-QUALIFYING • POST-PRACTICE

Martinsville SpeedwayCook Out 400

DateSunday, March 29, 2026
Track TypeShort Track
Field36 drivers
SHORT TRACK
Martinsville Speedway Updated 2026-03-29 17:04 • Practice

01 Model Brief

Generated 2026-03-29 17:04
#1
Best by Expected Points · Win 32.5%

Denny Hamlin • #11 Joe Gibbs Racing

Why: strong track-type ELO, front-row start (P1), strong organization rating.
Top by every metric this week — Expected Points, Win odds, and DNF avoidance. See full 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 32.5% • Top-5 78% • EP 7.37
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cody Ware
DNF prob 24.9%
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
#11 Joe Gibbs Racing
1
Denny Hamlin
Win 32.5%
Top-5 78%
Exp pts 7.37
Start P1
Driver ELO 1510
Track-type ELO 1512
Why this pick Why: strong track-type ELO, front-row start (P1), strong organization rating.
#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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#54 Joe Gibbs Racing
3
Ty Gibbs
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
#11Denny Hamlin
32.5%
#54Ty Gibbs
29.7%
#20Christopher Bell
— SUB
#24William Byron
— SUB
#5Kyle Larson
— SUB
Best Top-3 Picks
#11Denny Hamlin
55.1%
#24William Byron
45.7%
#54Ty Gibbs
— SUB
#20Christopher Bell
— SUB
#12Ryan Blaney
— SUB
Best Top-5 Picks
#11Denny Hamlin
77.8%
#24William Byron
66.8%
#54Ty Gibbs
— SUB
#12Ryan Blaney
— SUB
#20Christopher Bell
— SUB
Best Top-10 Picks
#11Denny Hamlin
88.5%
#24William Byron
81.9%
#54Ty Gibbs
— SUB
#9Chase Elliott
— SUB
#12Ryan Blaney
— SUB
Best Value
#11Denny Hamlin
7.19
#24William Byron
6.53
#54Ty Gibbs
— SUB
#9Chase Elliott
— SUB
#12Ryan Blaney
— SUB
Highest DNF Risk
#51Cody Ware
24.9%
#3Austin Dillon
17.9%
#42John Hunter Nemechek
— SUB
#47Ricky Stenhouse Jr.
— SUB
#10Ty Dillon
— 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 11 Denny Hamlin Joe Gibbs Racing P1 7.37 32.5% 55.1% 78% 89% 2.4% 1510 26.9 — +0.13
2 24 William Byron Hendrick Motorsports P2 6.74 24.6% 45.7% 67% 82% 3.1% 1512 24.8 — +0.14
3 54 Ty Gibbs Joe Gibbs Racing P4 6.37 29.7% 44.0% 58% 79% 3.4% 1513 26.9 — -0.01
4 12 Ryan Blaney Team Penske P12 6.07 9.8% 31.9% 54% 72% 10.4% 1515 24.2 — +0.45
5 9 Chase Elliott Hendrick Motorsports P10 5.88 12.6% 24.9% 37% 74% 5.3% 1507 24.8 — +0.39
6 5 Kyle Larson Hendrick Motorsports — — — — — — — — — — —
7 20 Christopher Bell Joe Gibbs Racing — — — — — — — — — — —
8 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
9 22 Joey Logano Team Penske — — — — — — — — — — —
10 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — — — — — —
13 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — — — — — —
15 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
16 97 Shane van Gisbergen Trackhouse Racing — — — — — — — — — — —
17 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
18 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
20 17 Chris Buescher RFK Racing — — — — — — — — — — —
21 7 Daniel Suarez Spire Motorsports — — — — — — — — — — —
22 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
23 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
24 88 Connor Zilisch Trackhouse Racing — — — — — — — — — — —
25 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
26 48 Justin Allgaier Hendrick Motorsports — — — — — — — — — — —
27 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
28 8 Kyle Busch Richard Childress Racing — — — — — — — — — — —
29 35 Riley Herbst 23XI Racing — — — — — — — — — — —
30 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
31 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
32 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
33 41 Cole Custer Haas Factory Team — — — — — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
35 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 11 Denny Hamlin Joe Gibbs Racing 7.37 32.5% 78% 89% 94% 98% 2.4%
2 24 William Byron Hendrick Motorsports 6.74 24.6% 67% 82% 92% 97% 3.1%
3 54 Ty Gibbs Joe Gibbs Racing 6.37 29.7% 58% 79% 90% 97% 3.4%
4 12 Ryan Blaney Team Penske 6.07 9.8% 54% 72% 84% 90% 10.4%
5 9 Chase Elliott Hendrick Motorsports 5.88 12.6% 37% 74% 87% 95% 5.3%
6 5 Kyle Larson Hendrick Motorsports — — — — — — —
7 20 Christopher Bell Joe Gibbs Racing — — — — — — —
8 23 Bubba Wallace 23XI Racing — — — — — — —
9 22 Joey Logano Team Penske — — — — — — —
10 45 Tyler Reddick 23XI Racing — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — —
13 21 Josh Berry Wood Brothers Racing — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — —
15 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
16 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
17 1 Ross Chastain Trackhouse Racing — — — — — — —
18 77 Carson Hocevar Spire Motorsports — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 17 Chris Buescher RFK Racing — — — — — — —
21 7 Daniel Suarez Spire Motorsports — — — — — — —
22 3 Austin Dillon Richard Childress Racing — — — — — — —
23 43 Erik Jones Legacy Motor Club — — — — — — —
24 88 Connor Zilisch Trackhouse Racing — — — — — — —
25 16 A.J. Allmendinger Kaulig Racing — — — — — — —
26 48 Justin Allgaier Hendrick Motorsports — — — — — — —
27 38 Zane Smith Front Row Motorsports — — — — — — —
28 8 Kyle Busch Richard Childress Racing — — — — — — —
29 35 Riley Herbst 23XI Racing — — — — — — —
30 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
31 34 Todd Gilliland Front Row Motorsports — — — — — — —
32 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
33 41 Cole Custer Haas Factory Team — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 10 Ty Dillon Kaulig Racing — — — — — — —
36 51 Cody Ware Rick Ware Racing — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 11 Denny Hamlin Joe Gibbs Racing P1 7.37 1510 1512 26.9 +17.6 -10.5
2 24 William Byron Hendrick Motorsports P2 6.74 1512 1511 24.8 +16.6 -5.0
3 54 Ty Gibbs Joe Gibbs Racing P4 6.37 1513 1512 26.9 +14.6 -3.2
4 12 Ryan Blaney Team Penske P12 6.07 1515 1515 24.2 +6.6 +8.8
5 9 Chase Elliott Hendrick Motorsports P10 5.88 1507 1501 24.8 +8.6 -3.0
6 5 Kyle Larson Hendrick Motorsports — — — — — — —
7 20 Christopher Bell Joe Gibbs Racing — — — — — — —
8 23 Bubba Wallace 23XI Racing — — — — — — —
9 22 Joey Logano Team Penske — — — — — — —
10 45 Tyler Reddick 23XI Racing — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — —
12 2 Austin Cindric Team Penske — — — — — — —
13 21 Josh Berry Wood Brothers Racing — — — — — — —
14 6 Brad Keselowski RFK Racing — — — — — — —
15 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
16 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
17 1 Ross Chastain Trackhouse Racing — — — — — — —
18 77 Carson Hocevar Spire Motorsports — — — — — — —
19 71 Michael McDowell Spire Motorsports — — — — — — —
20 17 Chris Buescher RFK Racing — — — — — — —
21 7 Daniel Suarez Spire Motorsports — — — — — — —
22 3 Austin Dillon Richard Childress Racing — — — — — — —
23 43 Erik Jones Legacy Motor Club — — — — — — —
24 88 Connor Zilisch Trackhouse Racing — — — — — — —
25 16 A.J. Allmendinger Kaulig Racing — — — — — — —
26 48 Justin Allgaier Hendrick Motorsports — — — — — — —
27 38 Zane Smith Front Row Motorsports — — — — — — —
28 8 Kyle Busch Richard Childress Racing — — — — — — —
29 35 Riley Herbst 23XI Racing — — — — — — —
30 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
31 34 Todd Gilliland Front Row Motorsports — — — — — — —
32 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
33 41 Cole Custer Haas Factory Team — — — — — — —
34 4 Noah Gragson Front Row Motorsports — — — — — — —
35 10 Ty Dillon Kaulig Racing — — — — — — —
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 2026-03-29 17:04 • Practice blended
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