Driver profile

Riley Herbst

22 races · metric v1 · equal-race weighting · backfill source · complete confidence

All profiles
Adjusted pace %41.021 races
Consistency %55.621 races
Top-5 spend %3.521 races
Avg running pos20.721 races
Qualifying → race pace—Practice/qualifying polling coverage did not yield comparable best-lap samples.
Teammate-relative pace-17.83 races
Short-run pace—Short-run, long-run, degradation, and closing strength land with the stint analytics package (#25).
Long-run pace—Short-run, long-run, degradation, and closing strength land with the stint analytics package (#25).
Degradation—Short-run, long-run, degradation, and closing strength land with the stint analytics package (#25).
Closing strength—Short-run, long-run, degradation, and closing strength land with the stint analytics package (#25).
Restart gain/loss—Restart windows and pit-cycle outcomes land with the strategy analytics package (#28).
Pit-cycle outcome—Restart windows and pit-cycle outcomes land with the strategy analytics package (#28).
Expected vs actual finish—Expected-versus-actual finish is withheld until an explainable methodology is defined.
Track-type splits

Where the pace holds

  • Intermediate8 racespace 46.8consistency 55.0
  • Superspeedway5 racespace 39.0consistency 47.3
  • Road course5 racespace 40.8consistency 70.9
  • Short track4 racespace 29.6consistency 45.3
Teammates

Overlapping same-team starts only

  • Bubba Wallace23XI Racing21 racesrelative -21.5
  • Tyler Reddick23XI Racing21 racesrelative -36.9
  • Corey Heim23XI Racing7 racesrelative 4.9
Rolling trend

Per-race fingerprints

Daytona International Speedway90.0consistency 80.0
Atlanta Motor Speedway2.7consistency 2.7
Circuit of The Americas19.4consistency 19.4
Phoenix Raceway25.0consistency 66.7
Las Vegas Motor Speedway22.9consistency 77.1
Darlington Raceway47.2consistency 5.6
Martinsville Speedway16.7consistency 22.2
Bristol Motor Speedway36.1consistency 44.4
Kansas Speedway66.7consistency 83.3
Talladega Superspeedway7.7consistency 5.1
Texas Motor Speedway73.0consistency 43.2
Watkins Glen International21.6consistency 100.0
Dover Motor Speedway—consistency —
Charlotte Motor Speedway21.1consistency 57.9
Nashville Superspeedway43.2consistency 81.1
Michigan International Speedway72.2consistency 22.2
Pocono Raceway45.9consistency 83.8
San Diego Street Course73.7consistency 94.7
Sonoma Raceway17.1consistency 54.3
Chicagoland Speedway72.2consistency 86.1
Atlanta Motor Speedway51.4consistency 67.6
North Wilkesboro Speedway36.1consistency 69.4
Contributing races

Drill into race analytics

RaceTrack typeFinishPace %Weight
Window World 450North Wilkesboro SpeedwayShort trackP1836.11.0Quaker State 400 Available at WalmartAtlanta Motor SpeedwaySuperspeedwayP3551.41.0eero 400Chicagoland SpeedwayRoad courseP1072.21.0Toyota / Save Mart 350Sonoma RacewayRoad courseP3017.11.0Anduril 250San Diego Street CourseRoad courseP873.71.0Great American Getaway 400 presented by VISITPAPocono RacewayIntermediateP1645.91.0FireKeepers Casino 400Michigan International SpeedwayIntermediateP1372.21.0Cracker Barrel 400Nashville SuperspeedwaySuperspeedwayP1743.21.0Coca-Cola 600Charlotte Motor SpeedwayIntermediateP2121.11.0NASCAR All-Star RaceDover Motor SpeedwayShort trackP0—1.0Go Bowling at The GlenWatkins Glen InternationalRoad courseP2621.61.0Würth 400 presented by LIQUI MOLYTexas Motor SpeedwayIntermediateP1173.01.0Jack Link's 500Talladega SuperspeedwaySuperspeedwayP257.71.0AdventHealth 400Kansas SpeedwayIntermediateP1466.71.0Food City 500Bristol Motor SpeedwayShort trackP2136.11.0Cook Out 400Martinsville SpeedwayShort trackP3516.71.0Goodyear 400Darlington RacewayIntermediateP3547.21.0Pennzoil 400 presented by Jiffy LubeLas Vegas Motor SpeedwayIntermediateP2322.91.0Straight Talk Wireless 500Phoenix RacewayIntermediateP1825.01.0DuraMAX Texas Grand Prix Powered by RelaDyneCircuit of The AmericasRoad courseP2319.41.0Autotrader 400Atlanta Motor SpeedwaySuperspeedwayP332.71.0DAYTONA 500Daytona International SpeedwaySuperspeedwayP890.01.0