Grid Walk / Cup Series
Model live
RACE 3 / 36 2025 CUP SERIES • POST-QUALIFYING

Circuit of the AmericasEchopark Automotive Grand Prix

DateSunday, March 2, 2025
Track TypeRoad Course
Field37 drivers
ROAD COURSE
Circuit of the Americas Updated 2026-03-17 08:54

01 Model Brief

Generated 2026-03-17 08:54
#1
Best by Expected Points · Win 33.4%

Chase Elliott • #9 Hendrick Motorsports

Why: strong track-type ELO, front-row start (P3), strong organization rating.
Lowest DNF risk: Daniel Suarez (3.9%) · See all picks →
EP Expected Points — Win=10, Top5=7, Top10=5, Top20=3, Made=1, DNF=0. Higher = better projected finish.
Win Profile
Chase Elliott
Win 33.4% • Top-5 60%EP 6.22
Safest Play
— — — — —
Top-10 prob • DNF risk
◦ Subscriber
Upside Driver
— — — — —
Win prob • Starting grid
◦ Subscriber
Risk Flag
Cole Custer
DNF prob 27.6%
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
#9 Hendrick Motorsports
1
Chase Elliott
Win 33.4%
Top-5 60%
Exp pts 6.22
Start P3
Driver ELO 1502
Track-type ELO 1512
Why this pick Why: strong track-type ELO, front-row start (P3), strong organization rating.
#45 23XI Racing
2
Tyler Reddick
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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#5 Hendrick Motorsports
3
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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04 Quick Picks

Top 2 free • full list w/ subscriber
Best Win Picks
#9Chase Elliott
33.4%
#45Tyler Reddick
32.3%
#16A.J. Allmendinger
SUB
#5Kyle Larson
SUB
#1Ross Chastain
SUB
Best Top-3 Picks
#9Chase Elliott
46.5%
#45Tyler Reddick
43.8%
#5Kyle Larson
SUB
#16A.J. Allmendinger
SUB
#1Ross Chastain
SUB
Best Top-5 Picks
#9Chase Elliott
59.7%
#45Tyler Reddick
55.3%
#5Kyle Larson
SUB
#23Bubba Wallace
SUB
#99Daniel Suarez
SUB
Best Top-10 Picks
#45Tyler Reddick
71.3%
#9Chase Elliott
70.0%
#5Kyle Larson
SUB
#23Bubba Wallace
SUB
#99Daniel Suarez
SUB
Best Value
#9Chase Elliott
5.92
#45Tyler Reddick
5.81
#5Kyle Larson
SUB
#99Daniel Suarez
SUB
#1Ross Chastain
SUB
Highest DNF Risk
#41Cole Custer
27.6%
#35Riley Herbst
22.6%
#8Kyle Busch
SUB
#34Todd Gilliland
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 9 Chase Elliott Hendrick Motorsports P3 6.22 33.4% 46.5% 60% 70% 4.8% 1502 27.2
2 45 Tyler Reddick 23XI Racing P1 6.09 32.3% 43.8% 55% 71% 4.6% 1504 26.0
3 5 Kyle Larson Hendrick Motorsports P7 5.49 21.9% 36.3% 51% 68% 7.8% 1514 27.2
4 1 Ross Chastain Trackhouse Racing P9 4.96 21.6% 30.1% 39% 59% 9.8% 1511 23.7
5 23 Bubba Wallace 23XI Racing P2 4.87 7.5% 25.7% 44% 64% 11.3% 1510 26.0
6 16 A.J. Allmendinger Kaulig Racing
7 99 Daniel Suarez Trackhouse Racing
8 88 Shane van Gisbergen Trackhouse Racing
9 11 Denny Hamlin Joe Gibbs Racing
10 24 William Byron Hendrick Motorsports
11 20 Christopher Bell Joe Gibbs Racing
12 54 Ty Gibbs Joe Gibbs Racing
13 48 Alex Bowman Hendrick Motorsports
14 22 Joey Logano Team Penske
15 12 Ryan Blaney Team Penske
16 17 Chris Buescher RFK Racing
17 77 Carson Hocevar Spire Motorsports
18 87 Connor Zilisch Trackhouse Racing
19 8 Kyle Busch Richard Childress Racing
20 71 Michael McDowell Spire Motorsports
21 47 Ricky Stenhouse Jr. Hyak Motorsports
22 6 Brad Keselowski RFK Racing
23 2 Austin Cindric Team Penske
24 19 Chase Briscoe Joe Gibbs Racing
25 7 Justin Haley Spire Motorsports
26 34 Todd Gilliland Front Row Motorsports
27 4 Noah Gragson Front Row Motorsports
28 38 Zane Smith Front Row Motorsports
29 3 Austin Dillon Richard Childress Racing
30 60 Ryan Preece RFK Racing
31 42 John Hunter Nemechek Legacy Motor Club
32 43 Erik Jones Legacy Motor Club
33 41 Cole Custer Haas Factory Team
34 10 Ty Dillon Kaulig Racing
35 21 Josh Berry Wood Brothers Racing
36 51 Cody Ware Rick Ware Racing
37 35 Riley Herbst 23XI Racing
Rank # Driver Team EP Win% T5% T10% T20% Made% DNF%
1 9 Chase Elliott Hendrick Motorsports 6.22 33.4% 60% 70% 84% 95% 4.8%
2 45 Tyler Reddick 23XI Racing 6.09 32.3% 55% 71% 82% 95% 4.6%
3 5 Kyle Larson Hendrick Motorsports 5.49 21.9% 51% 68% 77% 92% 7.8%
4 1 Ross Chastain Trackhouse Racing 4.96 21.6% 39% 59% 73% 90% 9.8%
5 23 Bubba Wallace 23XI Racing 4.87 7.5% 44% 64% 80% 89% 11.3%
6 16 A.J. Allmendinger Kaulig Racing
7 99 Daniel Suarez Trackhouse Racing
8 88 Shane van Gisbergen Trackhouse Racing
9 11 Denny Hamlin Joe Gibbs Racing
10 24 William Byron Hendrick Motorsports
11 20 Christopher Bell Joe Gibbs Racing
12 54 Ty Gibbs Joe Gibbs Racing
13 48 Alex Bowman Hendrick Motorsports
14 22 Joey Logano Team Penske
15 12 Ryan Blaney Team Penske
16 17 Chris Buescher RFK Racing
17 77 Carson Hocevar Spire Motorsports
18 87 Connor Zilisch Trackhouse Racing
19 8 Kyle Busch Richard Childress Racing
20 71 Michael McDowell Spire Motorsports
21 47 Ricky Stenhouse Jr. Hyak Motorsports
22 6 Brad Keselowski RFK Racing
23 2 Austin Cindric Team Penske
24 19 Chase Briscoe Joe Gibbs Racing
25 7 Justin Haley Spire Motorsports
26 34 Todd Gilliland Front Row Motorsports
27 4 Noah Gragson Front Row Motorsports
28 38 Zane Smith Front Row Motorsports
29 3 Austin Dillon Richard Childress Racing
30 60 Ryan Preece RFK Racing
31 42 John Hunter Nemechek Legacy Motor Club
32 43 Erik Jones Legacy Motor Club
33 41 Cole Custer Haas Factory Team
34 10 Ty Dillon Kaulig Racing
35 21 Josh Berry Wood Brothers Racing
36 51 Cody Ware Rick Ware Racing
37 35 Riley Herbst 23XI Racing
Rank # Driver Team Q EP Drv ELO TT ELO Org QualΔ SFΔ
1 9 Chase Elliott Hendrick Motorsports P3 6.22 1502 1512 27.2 +16.0 -2.3
2 45 Tyler Reddick 23XI Racing P1 6.09 1504 1509 26.0 +18.0 -5.2
3 5 Kyle Larson Hendrick Motorsports P7 5.49 1514 1515 27.2 +12.0 +0.0
4 1 Ross Chastain Trackhouse Racing P9 4.96 1511 1498 23.7 +10.0 -3.0
5 23 Bubba Wallace 23XI Racing P2 4.87 1510 1509 26.0 +17.0 -1.8
6 16 A.J. Allmendinger Kaulig Racing
7 99 Daniel Suarez Trackhouse Racing
8 88 Shane van Gisbergen Trackhouse Racing
9 11 Denny Hamlin Joe Gibbs Racing
10 24 William Byron Hendrick Motorsports
11 20 Christopher Bell Joe Gibbs Racing
12 54 Ty Gibbs Joe Gibbs Racing
13 48 Alex Bowman Hendrick Motorsports
14 22 Joey Logano Team Penske
15 12 Ryan Blaney Team Penske
16 17 Chris Buescher RFK Racing
17 77 Carson Hocevar Spire Motorsports
18 87 Connor Zilisch Trackhouse Racing
19 8 Kyle Busch Richard Childress Racing
20 71 Michael McDowell Spire Motorsports
21 47 Ricky Stenhouse Jr. Hyak Motorsports
22 6 Brad Keselowski RFK Racing
23 2 Austin Cindric Team Penske
24 19 Chase Briscoe Joe Gibbs Racing
25 7 Justin Haley Spire Motorsports
26 34 Todd Gilliland Front Row Motorsports
27 4 Noah Gragson Front Row Motorsports
28 38 Zane Smith Front Row Motorsports
29 3 Austin Dillon Richard Childress Racing
30 60 Ryan Preece RFK Racing
31 42 John Hunter Nemechek Legacy Motor Club
32 43 Erik Jones Legacy Motor Club
33 41 Cole Custer Haas Factory Team
34 10 Ty Dillon Kaulig Racing
35 21 Josh Berry Wood Brothers Racing
36 51 Cody Ware Rick Ware Racing
37 35 Riley Herbst 23XI Racing
32 more drivers behind the paywall.
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Grid Walk • Cup Series Model v2 (XGBoost) Generated 2026-03-17 08:54
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