Grid Walk / Cup Series
Model live
RACE 35 / 36 2026 CUP SERIES • POST-QUALIFYING • POST-PRACTICE

Martinsville SpeedwayXfinity 500

DateSunday, November 1, 2026
Track TypeShort Track
Field37 drivers
SHORT TRACK
Martinsville Speedway Updated 2026-11-01 21:16 • Practice

01 Model Brief

Generated 2026-11-01 21:16
#1
Best by Expected Points · Win 11.2%

Joey Logano • #22 Team Penske

Why: strong track-type ELO, front-row start (P5), strong organization rating.
Best Win odds: Ryan Blaney (19.2%) · Lowest DNF risk: Ryan Preece (4.1%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Joey Logano
Win 11.2% • Top-5 44% • EP 4.85
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cody Ware
DNF prob 36.3%
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
57%
Rank fit (ρ)
0.59

03 Driver Spotlight

Top 3 by EP
#22 Team Penske
1
Joey Logano
Win 11.2%
Top-5 44%
Exp pts 4.85
Start P5
Driver ELO 1495
Track-type ELO 1511
Why this pick Why: strong track-type ELO, front-row start (P5), strong organization rating.
#12 Team Penske
2
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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#9 Hendrick Motorsports
3
Chase Elliott
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
#12Ryan Blaney
19.2%
#22Joey Logano
11.2%
#19Chase Briscoe
— SUB
#20Christopher Bell
— SUB
#9Chase Elliott
— SUB
Best Top-3 Picks
#12Ryan Blaney
33.4%
#22Joey Logano
27.8%
#5Kyle Larson
— SUB
#9Chase Elliott
— SUB
#11Denny Hamlin
— SUB
Best Top-5 Picks
#12Ryan Blaney
47.5%
#5Kyle Larson
46.9%
#9Chase Elliott
— SUB
#22Joey Logano
— SUB
#11Denny Hamlin
— SUB
Best Top-10 Picks
#22Joey Logano
68.6%
#9Chase Elliott
67.0%
#5Kyle Larson
— SUB
#11Denny Hamlin
— SUB
#12Ryan Blaney
— SUB
Best Value
#22Joey Logano
4.62
#9Chase Elliott
4.46
#12Ryan Blaney
— SUB
#5Kyle Larson
— SUB
#11Denny Hamlin
— SUB
Highest DNF Risk
#51Cody Ware
36.3%
#66Josh Bilicki
31.3%
#3Austin Dillon
— SUB
#35Riley Herbst
— SUB
#47Ricky Stenhouse Jr.
— 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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Track Sleepers

Mid-pack drivers with strong history at this specific track — often the most overlooked value picks.

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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 22 Joey Logano Team Penske P5 4.85 11.2% 27.8% 44% 69% 4.7% 1495 26.5 6 (13) —
2 12 Ryan Blaney Team Penske P13 4.79 19.2% 33.4% 48% 61% 7.6% 1493 26.5 5 (13) —
3 9 Chase Elliott Hendrick Motorsports P9 4.67 7.9% 26.5% 45% 67% 4.4% 1494 24.7 6 (13) —
4 5 Kyle Larson Hendrick Motorsports P3 4.63 7.1% 27.0% 47% 65% 6.7% 1516 24.7 6 (11) —
5 11 Denny Hamlin Joe Gibbs Racing P1 4.53 7.6% 24.5% 41% 64% 5.2% 1510 29.3 12 (13) —
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
7 54 Ty Gibbs Joe Gibbs Racing — — — — — — — — — — —
8 20 Christopher Bell Joe Gibbs Racing — — — — — — — — — — —
9 24 William Byron Hendrick Motorsports — — — — — — — — — — —
10 1 Ross Chastain Trackhouse Racing — — — — — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — — — — — —
12 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
13 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
14 2 Austin Cindric Team Penske — — — — — — — — — — —
15 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
16 48 Alex Bowman Hendrick Motorsports — — — — — — — — — — —
17 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
18 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
19 17 Chris Buescher RFK Racing — — — — — — — — — — —
20 6 Brad Keselowski RFK Racing — — — — — — — — — — —
21 7 Daniel Suarez Spire Motorsports — — — — — — — — — — —
22 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
23 33 Austin Hill Richard Childress Racing — — — — — — — — — — —
24 97 Shane van Gisbergen Trackhouse Racing — — — — — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
26 41 Cole Custer Haas Factory Team — — — — — — — — — — —
27 88 Connor Zilisch Trackhouse Racing — — — — — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — — — — — —
29 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
30 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
31 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
32 42 John Hunter Nemechek Legacy Motor Club — — — — — — — — — — —
33 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
35 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
36 66 Josh Bilicki Garage 66 — — — — — — — — — — —
37 51 Cody Ware Rick Ware Racing — — — — — — — — — — —
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 22 Joey Logano Team Penske 4.85 11.2% 44% 69% 86% 95% 4.7%
2 12 Ryan Blaney Team Penske 4.79 19.2% 48% 61% 77% 92% 7.6%
3 9 Chase Elliott Hendrick Motorsports 4.67 7.9% 45% 67% 82% 96% 4.4%
4 5 Kyle Larson Hendrick Motorsports 4.63 7.1% 47% 65% 82% 93% 6.7%
5 11 Denny Hamlin Joe Gibbs Racing 4.53 7.6% 41% 64% 81% 95% 5.2%
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
7 54 Ty Gibbs Joe Gibbs Racing — — — — — — —
8 20 Christopher Bell Joe Gibbs Racing — — — — — — —
9 24 William Byron Hendrick Motorsports — — — — — — —
10 1 Ross Chastain Trackhouse Racing — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — —
12 23 Bubba Wallace 23XI Racing — — — — — — —
13 21 Josh Berry Wood Brothers Racing — — — — — — —
14 2 Austin Cindric Team Penske — — — — — — —
15 45 Tyler Reddick 23XI Racing — — — — — — —
16 48 Alex Bowman Hendrick Motorsports — — — — — — —
17 77 Carson Hocevar Spire Motorsports — — — — — — —
18 71 Michael McDowell Spire Motorsports — — — — — — —
19 17 Chris Buescher RFK Racing — — — — — — —
20 6 Brad Keselowski RFK Racing — — — — — — —
21 7 Daniel Suarez Spire Motorsports — — — — — — —
22 34 Todd Gilliland Front Row Motorsports — — — — — — —
23 33 Austin Hill Richard Childress Racing — — — — — — —
24 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — —
26 41 Cole Custer Haas Factory Team — — — — — — —
27 88 Connor Zilisch Trackhouse Racing — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — —
29 4 Noah Gragson Front Row Motorsports — — — — — — —
30 43 Erik Jones Legacy Motor Club — — — — — — —
31 38 Zane Smith Front Row Motorsports — — — — — — —
32 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
33 16 A.J. Allmendinger Kaulig Racing — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
35 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
36 66 Josh Bilicki Garage 66 — — — — — — —
37 51 Cody Ware Rick Ware Racing — — — — — — —
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 22 Joey Logano Team Penske P5 4.85 1495 1511 26.5 +14.0 +2.0
2 12 Ryan Blaney Team Penske P13 4.79 1493 1515 26.5 +6.0 -3.7
3 9 Chase Elliott Hendrick Motorsports P9 4.67 1494 1514 24.7 +10.0 +6.5
4 5 Kyle Larson Hendrick Motorsports P3 4.63 1516 1493 24.7 +16.0 -0.7
5 11 Denny Hamlin Joe Gibbs Racing P1 4.53 1510 1497 29.3 +18.0 +1.2
6 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
7 54 Ty Gibbs Joe Gibbs Racing — — — — — — —
8 20 Christopher Bell Joe Gibbs Racing — — — — — — —
9 24 William Byron Hendrick Motorsports — — — — — — —
10 1 Ross Chastain Trackhouse Racing — — — — — — —
11 60 Ryan Preece RFK Racing — — — — — — —
12 23 Bubba Wallace 23XI Racing — — — — — — —
13 21 Josh Berry Wood Brothers Racing — — — — — — —
14 2 Austin Cindric Team Penske — — — — — — —
15 45 Tyler Reddick 23XI Racing — — — — — — —
16 48 Alex Bowman Hendrick Motorsports — — — — — — —
17 77 Carson Hocevar Spire Motorsports — — — — — — —
18 71 Michael McDowell Spire Motorsports — — — — — — —
19 17 Chris Buescher RFK Racing — — — — — — —
20 6 Brad Keselowski RFK Racing — — — — — — —
21 7 Daniel Suarez Spire Motorsports — — — — — — —
22 34 Todd Gilliland Front Row Motorsports — — — — — — —
23 33 Austin Hill Richard Childress Racing — — — — — — —
24 97 Shane van Gisbergen Trackhouse Racing — — — — — — —
25 3 Austin Dillon Richard Childress Racing — — — — — — —
26 41 Cole Custer Haas Factory Team — — — — — — —
27 88 Connor Zilisch Trackhouse Racing — — — — — — —
28 35 Riley Herbst 23XI Racing — — — — — — —
29 4 Noah Gragson Front Row Motorsports — — — — — — —
30 43 Erik Jones Legacy Motor Club — — — — — — —
31 38 Zane Smith Front Row Motorsports — — — — — — —
32 42 John Hunter Nemechek Legacy Motor Club — — — — — — —
33 16 A.J. Allmendinger Kaulig Racing — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
35 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
36 66 Josh Bilicki Garage 66 — — — — — — —
37 51 Cody Ware Rick Ware Racing — — — — — — —
32 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-11-01 21:16 • Practice blended
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