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 • 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
#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.
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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.
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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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