2023 Xfinity Series Call811.com Before You Dig. 250

Loop Data - Points race

Date
Track
Martinsville Speedway (0.53 miles)
Laps
250 (131 miles) / actual: 250 (131 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
John Hunter Nemechek 20 Toyota 2 1 Running 1.24 1.14 168 13.73 1.92 0.20 1.72 0.9419 0.9958 11.89 7.01 6.18 0.946
Sammy Smith 18 Toyota 7 2 Running 3.13 3.11 168 8.21 3.77 0.90 2.87 0.9370 0.9907 3.99 7.15 6.40 0.942
Cole Custer 00 Ford 1 3 Running 2.70 2.58 168 8.91 2.58 0.60 1.98 0.9395 0.9935 14.30 5.96 5.20 0.945
Josh Berry 8 Chevy 6 4 Running 9.20 9.13 168 7.08 4.44 2.84 1.61 0.9300 0.9828 17.11 7.98 7.50 0.941
Brandon Jones 9 Chevy 10 5 Running 7.88 6.75 168 2.15 2.20 0.55 1.65 0.9321 0.9852 5.89 6.44 5.37 0.936
Justin Allgaier 7 Chevy 8 6 Running 12.56 13.82 168 -0.83 2.86 2.28 0.58 0.9251 0.9775 7.40 7.71 7.92 0.940
Daniel Hemric 11 Chevy 13 7 Running 5.92 5.20 168 4.62 2.86 0.80 2.06 0.9338 0.9872 9.02 3.62 2.67 0.938
Derek Kraus 10 Chevy 12 8 Running 11.10 9.78 168 -4.11 2.19 0.95 1.24 0.9255 0.9781 3.11 5.20 4.19 0.929
Brett Moffitt 25 Ford 16 9 Running 20.51 18.79 165 -4.64 2.28 1.72 0.56 0.9162 0.9626 -15.55 9.49 8.23 0.928
Chandler Smith 16 Chevy 11 10 Running 8.51 8.92 168 3.41 2.26 1.27 0.99 0.9285 0.9813 -1.86 2.33 1.97 0.937
Parker Retzlaff 31 Chevy 4 11 Running 11.49 11.77 168 -3.45 2.28 1.64 0.65 0.9253 0.9778 -5.68 2.64 2.34 0.936
Ryan Truex 19 Toyota 14 12 Running 13.32 13.28 168 -5.73 2.01 1.12 0.89 0.9227 0.9752 -6.67 2.66 2.19 0.928
Blaine Perkins 02 Chevy 23 13 Running 18.04 17.10 168 -11.03 1.66 1.27 0.39 0.9174 0.9692 -6.62 3.97 3.37 0.924
Jeb Burton 27 Chevy 31 14 Running 16.63 13.81 168 -4.20 2.93 2.06 0.87 0.9183 0.9702 -20.44 2.28 0.51 0.919
Kaz Grala 26 Toyota 19 15 Running 16.48 15.98 168 -12.05 1.41 1.16 0.24 0.9183 0.9702 -13.86 1.33 0.66 0.926
Austin Hill 21 Chevy 15 16 Running 14.73 16.07 168 -4.35 2.66 2.34 0.32 0.9191 0.9710 -15.10 -0.02 0.33 0.930
Parker Kligerman 48 Chevy 21 17 Running 20.25 21.19 168 -11.09 1.79 2.15 -0.36 0.9136 0.9650 -9.78 1.84 2.32 0.927
Ryan Sieg 39 Ford 17 18 Running 16.67 17.99 168 -6.50 1.59 1.94 -0.36 0.9179 0.9695 -11.21 -0.93 -0.48 0.934
Josh Williams 92 Chevy 20 19 Running 23.54 23.74 167 -13.31 1.80 2.82 -1.02 0.9105 0.9615 -15.72 1.87 2.01 0.921
Jeffrey Earnhardt 44 Chevy 25 20 Running 23.76 23.17 168 -16.02 1.30 1.97 -0.67 0.9097 0.9607 -16.03 0.76 0.60 0.919
Patrick Emerling 35 Toyota 36 21 Running 30.91 28.69 162 -21.25 1.75 4.92 -3.17 0.9043 0.9479 -3.61 5.39 4.07 0.922
Matt Mills 53 Ford 26 22 Running 25.68 26.64 168 -15.40 1.55 3.00 -1.45 0.9043 0.9547 -15.30 0.62 1.71 0.920
Gray Gaulding 08 Ford 37 23 Running 30.48 28.86 165 -17.34 1.65 4.61 -2.96 0.9012 0.9467 -0.44 2.94 2.41 0.919
Anthony Alfredo 78 Chevy 38 24 Running 31.05 29.37 166 -23.67 1.60 2.68 -1.08 0.9017 0.9490 -15.87 2.69 2.01 0.912
Leland Honeyman 45 Chevy 30 25 Running 28.39 28.46 167 -21.58 1.20 2.94 -1.74 0.9045 0.9546 -15.17 -0.62 -0.02 0.917
Alex Labbe 91 Chevy 24 26 Running 25.96 23.62 167 -16.77 3.11 5.14 -2.03 0.9066 0.9559 -37.77 -3.48 -5.11 0.925
Sheldon Creed 2 Chevy 3 27 Running 15.01 12.01 168 -5.01 4.20 2.41 1.79 0.9224 0.9747 -24.59 -11.05 -13.98 0.926
Ryan Ellis 43 Chevy 35 28 Running 32.17 31.62 152 -23.07 0.80 2.19 -1.39 0.9009 0.9434 -12.88 -0.05 0.39 0.923
Brennan Poole 6 Chevy 32 29 Running 33.17 33.21 136 -21.69 0.65 1.51 -0.86 0.8898 0.9333 -7.94 -0.06 0.74 0.925
Riley Herbst 98 Ford 9 30 Accident 6.07 6.13 149 7.15 1.84 1.10 0.74 0.9321 0.9858 11.05 -17.38 -19.06 0.941
Sam Mayer 1 Chevy 5 31 Accident 9.05 9.97 150 2.09 1.89 1.45 0.44 0.9278 0.9810 1.82 -16.92 -18.17 0.939
Jeremy Clements 51 Chevy 22 32 Accident 26.48 25.06 143 -15.25 2.00 2.69 -0.69 0.9085 0.9595 -31.54 -8.91 -10.23 0.916
Connor Mosack 24 Toyota 18 33 Running 24.10 28.07 130 -8.09 1.15 2.08 -0.94 0.9047 0.9566 -13.60 -10.24 -7.43 0.925
Kyle Weatherman 96 Chevy 27 34 Suspension 24.29 25.43 134 -13.99 1.80 3.73 -1.93 0.9076 0.9583 -7.34 -11.80 -11.89 0.923
Kyle Sieg 28 Ford 28 35 Accident 22.70 22.28 97 -14.61 0.75 1.44 -0.69 0.9086 0.9626 -11.99 -13.91 -15.17 0.920
Dawson Cram 07 Chevy 29 36 Accident 23.21 21.80 97 -13.57 1.40 1.44 -0.04 0.9081 0.9621 -10.35 -14.67 -16.48 0.918
Joe Graf Jr. 38 Ford 34 37 Accident 35.57 35.71 90 -25.71 0.45 3.15 -2.70 0.9019 0.9436 -13.47 -7.35 -6.94 0.919
Kaden Honeycutt 74 Chevy 33 38 Engine 36.66 36.70 65 -25.97 0.35 2.00 -1.65 0.9087 0.9508 -8.43 -7.79 -7.85 0.913

Cautions

Start End Free Pass Reason Description
145 155 35 Accident #91, 07, 45, 28 Incident Backstretch
163 168 43 Spin #92 Spin Turn 2
210 217 45 Accident #51 Incident Turn 2
223 232 43 Accident #98, 1, 19, 27 Incident Turn 2
250 250 - Unknown
38 43 91 Spin #25 Spin Turn 4
62 71 78 Competition Stage 1 Conclusion
88 100 25 Unknown #74 Blown Engine Turn 1
122 131 08 Competition Stage 2 Conclusion
136 142 - Accident #43, 38 Incident Turn 1