Grid Walk / Cup Series
Model live
RACE 16 / 36 2025 CUP SERIES • POST-QUALIFYING

Autodromo Hermanos RodriguezViva Mexico 250

DateSunday, June 15, 2025
Track TypeRoad Course
Field37 drivers
ROAD COURSE
Autodromo Hermanos Rodriguez Updated 2026-03-17 08:55

01 Model Brief

Generated 2026-03-17 08:55
#1
Best by Expected Points · Win 37.2%

Shane van Gisbergen • #88 Trackhouse Racing

Why: strong track-type ELO, front-row start (P1), strong organization rating.
Lowest DNF risk: Ryan Blaney (5.1%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Shane van Gisbergen
Win 37.2% • Top-5 51% • EP 5.89
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Katherine Legge
DNF prob 28.7%
Race Confidence
HIGH • 76/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L10 of road course
76/100
HIGH
Road courses introduce more variance. Specialists outperform the field; cautions tend to cluster late.
Win pick hit rate
30%
Top-5 hit rate
46%
Rank fit (ρ)
0.50

03 Driver Spotlight

Top 3 by EP
#88 Trackhouse Racing
1
Shane van Gisbergen
Win 37.2%
Top-5 51%
Exp pts 5.89
Start P1
Driver ELO 1506
Track-type ELO 1511
Why this pick Why: strong track-type ELO, front-row start (P1), strong organization rating.
#5 Hendrick Motorsports
2
Kyle Larson
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
#88Shane van Gisbergen
37.2%
#9Chase Elliott
32.5%
#5Kyle Larson
— SUB
#17Chris Buescher
— SUB
#71Michael McDowell
— SUB
Best Top-3 Picks
#88Shane van Gisbergen
44.3%
#5Kyle Larson
40.8%
#9Chase Elliott
— SUB
#54Ty Gibbs
— SUB
#17Chris Buescher
— SUB
Best Top-5 Picks
#5Kyle Larson
55.2%
#88Shane van Gisbergen
51.5%
#54Ty Gibbs
— SUB
#9Chase Elliott
— SUB
#1Ross Chastain
— SUB
Best Top-10 Picks
#5Kyle Larson
69.7%
#88Shane van Gisbergen
65.7%
#9Chase Elliott
— SUB
#1Ross Chastain
— SUB
#54Ty Gibbs
— SUB
Best Value
#5Kyle Larson
5.51
#88Shane van Gisbergen
5.26
#9Chase Elliott
— SUB
#54Ty Gibbs
— SUB
#17Chris Buescher
— SUB
Highest DNF Risk
#78Katherine Legge
28.7%
#11Ryan Truex
25.6%
#71Michael McDowell
— SUB
#41Cole Custer
— SUB
#77Carson Hocevar
— 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 88 Shane van Gisbergen Trackhouse Racing P1 5.89 37.2% 44.3% 51% 66% 10.8% 1506 22.1 — —
2 5 Kyle Larson Hendrick Motorsports P6 5.89 26.3% 40.8% 55% 70% 6.3% 1514 28.6 — —
3 9 Chase Elliott Hendrick Motorsports P12 5.62 32.5% 37.5% 42% 65% 8.9% 1507 28.6 — —
4 54 Ty Gibbs Joe Gibbs Racing P4 4.93 8.2% 28.5% 49% 62% 8.1% 1517 25.5 — —
5 1 Ross Chastain Trackhouse Racing P3 4.84 15.7% 28.0% 40% 64% 15.6% 1514 22.1 — —
6 17 Chris Buescher RFK Racing — — — — — — — — — — —
7 24 William Byron Hendrick Motorsports — — — — — — — — — — —
8 45 Tyler Reddick 23XI Racing — — — — — — — — — — —
9 22 Joey Logano Team Penske — — — — — — — — — — —
10 71 Michael McDowell Spire Motorsports — — — — — — — — — — —
11 8 Kyle Busch Richard Childress Racing — — — — — — — — — — —
12 16 A.J. Allmendinger Kaulig Racing — — — — — — — — — — —
13 48 Alex Bowman Hendrick Motorsports — — — — — — — — — — —
14 19 Chase Briscoe Joe Gibbs Racing — — — — — — — — — — —
15 12 Ryan Blaney Team Penske — — — — — — — — — — —
16 99 Daniel Suarez Trackhouse Racing — — — — — — — — — — —
17 34 Todd Gilliland Front Row Motorsports — — — — — — — — — — —
18 20 Christopher Bell Joe Gibbs Racing — — — — — — — — — — —
19 7 Justin Haley Spire Motorsports — — — — — — — — — — —
20 60 Ryan Preece RFK Racing — — — — — — — — — — —
21 2 Austin Cindric Team Penske — — — — — — — — — — —
22 35 Riley Herbst 23XI Racing — — — — — — — — — — —
23 3 Austin Dillon Richard Childress Racing — — — — — — — — — — —
24 23 Bubba Wallace 23XI Racing — — — — — — — — — — —
25 43 Erik Jones Legacy Motor Club — — — — — — — — — — —
26 38 Zane Smith Front Row Motorsports — — — — — — — — — — —
27 11 Ryan Truex Joe Gibbs Racing — — — — — — — — — — —
28 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — — — — — —
29 77 Carson Hocevar Spire Motorsports — — — — — — — — — — —
30 21 Josh Berry Wood Brothers Racing — — — — — — — — — — —
31 41 Cole Custer Haas Factory Team — — — — — — — — — — —
32 6 Brad Keselowski RFK Racing — — — — — — — — — — —
33 4 Noah Gragson Front Row Motorsports — — — — — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — — — — — —
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 88 Shane van Gisbergen Trackhouse Racing 5.89 37.2% 51% 66% 77% 89% 10.8%
2 5 Kyle Larson Hendrick Motorsports 5.89 26.3% 55% 70% 83% 94% 6.3%
3 9 Chase Elliott Hendrick Motorsports 5.62 32.5% 42% 65% 80% 91% 8.9%
4 54 Ty Gibbs Joe Gibbs Racing 4.93 8.2% 49% 62% 78% 92% 8.1%
5 1 Ross Chastain Trackhouse Racing 4.84 15.7% 40% 64% 72% 84% 15.6%
6 17 Chris Buescher RFK Racing — — — — — — —
7 24 William Byron Hendrick Motorsports — — — — — — —
8 45 Tyler Reddick 23XI Racing — — — — — — —
9 22 Joey Logano Team Penske — — — — — — —
10 71 Michael McDowell Spire Motorsports — — — — — — —
11 8 Kyle Busch Richard Childress Racing — — — — — — —
12 16 A.J. Allmendinger Kaulig Racing — — — — — — —
13 48 Alex Bowman Hendrick Motorsports — — — — — — —
14 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
15 12 Ryan Blaney Team Penske — — — — — — —
16 99 Daniel Suarez Trackhouse Racing — — — — — — —
17 34 Todd Gilliland Front Row Motorsports — — — — — — —
18 20 Christopher Bell Joe Gibbs Racing — — — — — — —
19 7 Justin Haley Spire Motorsports — — — — — — —
20 60 Ryan Preece RFK Racing — — — — — — —
21 2 Austin Cindric Team Penske — — — — — — —
22 35 Riley Herbst 23XI Racing — — — — — — —
23 3 Austin Dillon Richard Childress Racing — — — — — — —
24 23 Bubba Wallace 23XI Racing — — — — — — —
25 43 Erik Jones Legacy Motor Club — — — — — — —
26 38 Zane Smith Front Row Motorsports — — — — — — —
27 11 Ryan Truex Joe Gibbs Racing — — — — — — —
28 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
29 77 Carson Hocevar Spire Motorsports — — — — — — —
30 21 Josh Berry Wood Brothers Racing — — — — — — —
31 41 Cole Custer Haas Factory Team — — — — — — —
32 6 Brad Keselowski RFK Racing — — — — — — —
33 4 Noah Gragson Front Row Motorsports — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
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 88 Shane van Gisbergen Trackhouse Racing P1 5.89 1506 1511 22.1 +18.0 -8.3
2 5 Kyle Larson Hendrick Motorsports P6 5.89 1514 1495 28.6 +13.0 -8.0
3 9 Chase Elliott Hendrick Motorsports P12 5.62 1507 1513 28.6 +7.0 -2.3
4 54 Ty Gibbs Joe Gibbs Racing P4 4.93 1517 1494 25.5 +15.0 -12.2
5 1 Ross Chastain Trackhouse Racing P3 4.84 1514 1508 22.1 +16.0 -3.8
6 17 Chris Buescher RFK Racing — — — — — — —
7 24 William Byron Hendrick Motorsports — — — — — — —
8 45 Tyler Reddick 23XI Racing — — — — — — —
9 22 Joey Logano Team Penske — — — — — — —
10 71 Michael McDowell Spire Motorsports — — — — — — —
11 8 Kyle Busch Richard Childress Racing — — — — — — —
12 16 A.J. Allmendinger Kaulig Racing — — — — — — —
13 48 Alex Bowman Hendrick Motorsports — — — — — — —
14 19 Chase Briscoe Joe Gibbs Racing — — — — — — —
15 12 Ryan Blaney Team Penske — — — — — — —
16 99 Daniel Suarez Trackhouse Racing — — — — — — —
17 34 Todd Gilliland Front Row Motorsports — — — — — — —
18 20 Christopher Bell Joe Gibbs Racing — — — — — — —
19 7 Justin Haley Spire Motorsports — — — — — — —
20 60 Ryan Preece RFK Racing — — — — — — —
21 2 Austin Cindric Team Penske — — — — — — —
22 35 Riley Herbst 23XI Racing — — — — — — —
23 3 Austin Dillon Richard Childress Racing — — — — — — —
24 23 Bubba Wallace 23XI Racing — — — — — — —
25 43 Erik Jones Legacy Motor Club — — — — — — —
26 38 Zane Smith Front Row Motorsports — — — — — — —
27 11 Ryan Truex Joe Gibbs Racing — — — — — — —
28 47 Ricky Stenhouse Jr. Hyak Motorsports — — — — — — —
29 77 Carson Hocevar Spire Motorsports — — — — — — —
30 21 Josh Berry Wood Brothers Racing — — — — — — —
31 41 Cole Custer Haas Factory Team — — — — — — —
32 6 Brad Keselowski RFK Racing — — — — — — —
33 4 Noah Gragson Front Row Motorsports — — — — — — —
34 10 Ty Dillon Kaulig Racing — — — — — — —
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.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:55
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