2024 Cup Series Go Bowling at The Glen

Loop Data - Points race

Date
Track
Watkins Glen International (2.45 miles)
Laps
90 (220 miles) / actual: 92 (225 miles) [View all laps]

Stats

Stats on this page
  • ARP - Average running position
  • wARP - Weighted average running position - A driver's average green flag running position, which each lap weighted in proportion to how well that lap predicts a driver's finish position over Lap Raptor's entire data set. The result is that a driver's running position in later laps are weighted higher than earlier laps. This better accounts for strategic decision making and smart driving (for example, earlier in a race you might be willing to sacrifice track position for speed or to avoid on-track incidents).
  • GF Laps - Green flag laps
  • SS - Speed score - 1000 x the ratio of the driver's 95th percentile lap to the race 95th percentile lap. A good read of a driver's top speed. [Read more]
  • GR - Gain rating - The weighted number of positions gained. The weighting is done based on the perceived difficulty of passing from a driver's current position. For example, it's for more difficult to pass from 2nd than it is from last, because the quality of car and driver is much higher at the front and there's just fewer spots to gain to begin with. The driver is assigned a score for each lap on which he or she gains a position. That score is the product of two values: the difference between the driver's starting and finishing position on that lap, and the weight of their starting position. The weight is inverse to the ordinal value of the position; something like 1/N, where N is the position. For example, 12th has a weight of 1/12 [Read more]
  • LR - Loss rating - See GR, but LR is only for laps where the driver has lost position. The weight is the inverse of their position from the back of the field, i.e. losing positions at the rear of the field results in a higher score than losing positions at the front, and thus a higher score is bad [Read more]
  • GR-LR - Net rating - The difference between the driver's GR and LR [Read more]
  • POMS - Percent of max speed - Race adjusted average speed. Assuming the fastest lap of the race is the fastest anyone could have gone on that day in that race, each lap speed as evaluated as a percentage of that lap speed and averaged to gain the driver's race adjusted average speed. This stat exists because without it, it's impossible to compare laps between a low speed track like Martinsville against a high speed track like Talladega. Note that this still isn't perfect: some tracks have greater fall off than others, and sometimes the weather changes or there's a rain delay, and that can cause distortion in POMS.
  • cPOMS - Continuously graded POMS - Like rPOMS but instead of using the fastest lap of the race, it uses the fast lap of that lap. For example, when scoring a driver's lap 30 lap speed, it uses the fastest of all drivers' lap 30 lap speeds
  • PGAE - Positions gained above expected - For any given running position, we can find the average position on the next lap. PGAE is the sum of the difference between the corresponding average to the driver's current running position and where they ended up in actuality on the next lap. For example, if a driver is running in 12th, and a driver in 12th on average is running 11.95th on the next lap, and the driver actually gains a position, he is scored a 0.95 for that lap. But if he held his 12th instead, he'd have been scored a -0.05. PGAE/100 is the driver's average score per 100 green flag laps
  • PFARP - Positions finished above running position - Like PFAE and PGAE, but comparing the driver's finish position against the average finish of a driver at their current running position at the specific point in the race. For example, if a driver is running 12th on lap 100, and the average finish for a driver running 12th on lap 100 is 13th, and the driver finishes 6th, they score +7 PFARP.
  • wPFARP - Weighted positions finished above running position - Like PFARP, but the the laps are weighted based on how well that point in the average race predicts a driver's finish position over Lap Raptor's entire data set. See wARP for more information.
  • ΔPOMS - Change in POMS - How much faster a driver went in the final segment than in the first. Last segment minus first segment.
  • 1st Seg Stats - First segment stats - The same stats as you know but only before the first caution or pit stop of the race
  • Last Seg Stats - Last segment stats - The same stats as you know but only after the last caution or pit stop of the race
Driver Car Manu. Start Finish Finish Status ARP wARP GF Laps SS GR LR GR-LR POMS cPOMS PGAE PFARP wPFARP 1st Seg. POMS Last Seg. POMS ΔPOMS ARS
Chris Buescher 17 Ford 24 1 Running 10.74 8.24 68 1.90 7.22 3.21 4.00 0.9431 0.9683 38.17 9.96 10.57 0.891 0.980 0.088
Shane Van Gisbergen 16 Chevy 3 2 Running 6.62 7.50 68 5.69 5.09 2.60 2.49 0.9564 0.9820 31.22 8.19 9.60 0.964 0.981 0.017
Carson Hocevar 77 Chevy 29 3 Running 11.94 9.77 67 4.09 5.07 2.39 2.69 0.9388 0.9640 21.47 9.00 9.63 0.837 0.950 0.112
Ross Chastain 1 Chevy 1 4 Running 5.72 7.81 68 4.62 3.25 2.20 1.05 0.9529 0.9781 26.63 6.15 7.53 0.971 0.951 -0.020
Zane Smith 71 Chevy 19 5 Running 14.18 15.17 66 -1.45 5.07 2.72 2.35 0.9371 0.9594 32.41 8.91 10.79 0.865 0.954 0.089
Chase Briscoe 14 Ford 12 6 Running 11.38 12.27 68 -0.98 4.18 3.05 1.13 0.9576 0.9785 35.18 7.15 8.28 0.938 0.949 0.011
Michael McDowell 34 Ford 10 7 Running 6.57 5.85 67 1.28 4.60 2.31 2.29 0.9432 0.9687 24.93 3.50 3.55 0.942 0.950 0.008
Corey LaJoie 7 Chevy 18 8 Running 9.37 7.93 67 1.40 3.95 1.85 2.10 0.9386 0.9634 14.49 3.80 3.62 0.915 0.942 0.027
Ryan Preece 41 Ford 21 9 Running 21.85 19.73 66 -1.37 4.52 3.14 1.37 0.9515 0.9719 58.50 9.57 9.66 0.945
Austin Cindric 2 Ford 5 10 Running 14.34 14.75 67 -1.64 3.31 2.53 0.78 0.9439 0.9643 22.41 4.87 5.76 0.950 0.939 -0.011
Noah Gragson 10 Ford 9 11 Running 14.57 15.20 67 -2.99 3.58 2.81 0.77 0.9345 0.9593 17.90 4.20 4.74 0.936 0.937 0.001
Kyle Larson 5 Chevy 20 12 Running 18.00 17.53 66 -3.82 3.69 3.01 0.68 0.9437 0.9615 37.23 4.76 5.28 0.895 0.935 0.040
Daniel Suarez 99 Chevy 8 13 Running 18.14 18.77 63 1.30 3.15 3.96 -0.82 0.9467 0.9646 31.10 4.26 5.32 0.946 0.936 -0.010
Christopher Bell 20 Toyota 17 14 Running 21.21 22.02 66 -3.22 3.24 3.12 0.11 0.9217 0.9462 7.22 4.85 6.53 0.815 0.934 0.119
Joey Logano 22 Ford 7 15 Running 10.04 8.93 67 -3.27 4.30 2.98 1.32 0.9407 0.9623 17.76 -1.82 -2.62 0.942 0.933 -0.009
Todd Gilliland 38 Ford 37 16 Running 25.74 26.77 65 -7.04 3.28 3.83 -0.54 0.9250 0.9472 8.39 6.23 7.86 0.937
Bubba Wallace 23 Toyota 32 17 Running 26.94 26.83 66 -9.69 4.09 4.00 0.09 0.9345 0.9530 56.29 5.91 7.16 0.471 0.935 0.464
Alex Bowman 48 Chevy 4 18 Running 15.42 17.50 67 -1.28 3.24 3.35 -0.11 0.9511 0.9707 28.70 -1.18 -0.55 0.959 0.933 -0.027
Chase Elliott 9 Chevy 14 19 Running 14.48 14.76 67 -3.36 3.01 2.72 0.29 0.9466 0.9664 16.14 -2.91 -3.42 0.937 0.945 0.008
Martin Truex Jr. 19 Toyota 2 20 Running 10.85 11.20 67 0.31 3.37 2.82 0.55 0.9524 0.9689 16.93 -5.67 -6.49 0.968 0.949 -0.020
John Hunter Nemechek 42 Toyota 35 21 Running 20.00 19.13 67 -6.27 2.84 3.28 -0.44 0.9290 0.9527 8.69 -2.01 -2.96 0.845 0.945 0.100
Ty Gibbs 54 Toyota 15 22 Running 17.94 20.16 68 -1.67 2.90 3.42 -0.53 0.9388 0.9623 12.12 -3.48 -3.10 0.901 0.943 0.042
Denny Hamlin 11 Toyota 22 23 Running 32.61 32.77 64 -9.90 1.80 3.05 -1.25 0.9334 0.9475 20.01 5.13 6.16 0.945
Harrison Burton 21 Ford 33 24 Running 22.92 22.39 66 -5.94 3.47 4.71 -1.23 0.9254 0.9441 28.70 -3.02 -3.27 0.838 0.942 0.105
Josh Berry 4 Ford 31 25 Running 15.78 14.57 67 -5.42 2.80 2.38 0.42 0.9378 0.9584 15.64 -7.62 -9.62 0.856 0.944 0.088
Brad Keselowski 6 Ford 28 26 Running 21.03 16.99 66 -8.75 3.16 3.03 0.13 0.9271 0.9435 21.86 -6.08 -8.79 0.844 0.940 0.096
Tyler Reddick 45 Toyota 16 27 Running 23.35 24.67 65 -4.01 2.88 4.33 -1.45 0.9463 0.9615 19.06 -4.50 -4.24 0.924 0.948 0.024
Austin Dillon 3 Chevy 23 28 Running 24.47 23.73 66 -11.65 3.38 5.07 -1.68 0.9260 0.9430 11.53 -4.89 -6.27 0.870 0.930 0.060
Justin Haley 51 Ford 36 29 Running 23.42 22.66 65 -6.68 2.31 3.94 -1.63 0.9338 0.9491 7.03 -7.08 -8.60 0.815 0.939 0.125
Kyle Busch 8 Chevy 13 30 Running 29.68 27.28 65 -10.96 2.16 2.23 -0.07 0.9426 0.9553 16.12 -3.72 -5.05 0.943
Daniel Hemric 31 Chevy 27 31 Running 23.82 25.38 65 -2.97 2.48 4.14 -1.66 0.9360 0.9523 22.83 -7.80 -8.29 0.868 0.565 -0.302
Juan Pablo Montoya 50 Toyota 34 32 Running 20.75 20.41 63 -2.48 3.16 3.83 -0.67 0.9321 0.9494 17.02 -11.11 -12.78 0.796 0.958 0.163
Erik Jones 43 Toyota 25 33 Running 25.17 28.64 60 -1.48 1.64 3.72 -2.08 0.9401 0.9528 10.16 -8.21 -6.92 0.881
William Byron 24 Chevy 11 34 Running 15.36 16.52 64 -2.91 2.81 2.55 0.26 0.9502 0.9672 21.52 -15.92 -17.67 0.927
Kaz Grala 15 Ford 38 35 Running 27.51 27.90 59 -9.26 2.25 5.00 -2.76 0.9176 0.9300 18.66 -9.60 -9.81 0.788
AJ Allmendinger 13 Chevy 6 36 Transmission 24.33 34.00 3 -53.53 0.00 1.45 -1.45 0.7967 0.8111 -2.60 -7.80 0.959
Ricky Stenhouse Jr. 47 Chevy 26 37 Accident 0 0.00 0.00 0.00
Ryan Blaney 12 Ford 30 38 Accident 0 0.00 0.00 0.00

Cautions

Start End Free Pass Reason Description
2 5 - Unknown #12, 8 Stalled On Track
22 24 11 Competition Stage 1 Conclusion
39 42 8 Competition #99 Stalled In Turn 6 / Stage 2 Conclusion
48 49 99 Accident #5, 6, 11 Incident Turn 2
81 83 - Debris Debris Turn 6
85 87 21 Accident #6, 24 Incident Turn 2
89 90 11 Accident #8, 45 Incident Turn 2