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 • 78/100
Confidence blends this track type's historical accuracy, race volatility, and model calibration.

02 Track Confidence

L8 of road course
78/100
HIGH
Road courses introduce more variance. Specialists outperform the field; cautions tend to cluster late.
Win pick hit rate
38%
Top-5 hit rate
50%
Rank fit (ρ)
0.49

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.
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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.
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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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