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The racing here is most loosely based on NASCAR, and artistic license abounds.

  • The plot is kicked off by a three-way tie which results in a tiebreaker race scheduled for a week later. Prior to the introduction of the playoff format in 2014, if two drivers tied for the points lead at the final race, such a tiebreaker would be broken by number of total race wins then total number of top-5 and top-10 finishes.Example
  • Most notable is the fact that rather severe wrecks happen and the races just keep going, when a real organization would immediately throw a caution flag, if not a red flag.note 
  • NASCAR's contact rules are practically non-existent in the Piston Cup; bear in mind that circuit racers are zipping around those ovals in excess speeds of 100-200mph, and the tiniest bump can put the drivers at lethal risk. Even accidental contact is looked down upon, with the very least resulting in the bumped driver being pissed at you, and at the worst you can get penalized, especially if you are found at fault for a pileup. Not to mention that any driver that deliberately rams other cars and purposefully triggers a crash the way Chick did would be parked and potentially given a suspension after the race (see incidents with Matt Kenseth and Kyle Busch as demonstrations).
  • The field is shown being filled with stock cars from various different eras, right down to the three main racers who get focus: The King is Richard Petty's 1970 Plymouth Superbird, Chick Hicks is a 1979 Pontiac Ventura, and Lightning is a cross of cars from several different types of auto racing.note 
    • Interestingly, Lightning McQueen is both an exception and the embodiment of this — being one of the few (if not only) characters not modeled after a real car. His base design is from a NASCAR Gen-4 stock car, with features of the more curvaceous Le Mans endurance racers, and a bit of Lola and Ford (GT40) influence. However, considering these cars are from 3–4 different distinct types of racing, such a car would never be suitable for any of these leagues.note 
  • The fact that in this universe the cars are the athletes is a fairly decent Tire Wave for why the rules wouldn't be exactly the same, but whether the rules make more or less sense because of such a setting is best not thought about too hard.
  • After Doc Hudson recovered from a season ending injury, when he went back expecting he could race again, the sponsors told him he was history. As CinemaSins pointed out in their sins video, it's incredibly unlikely that an athlete in his prime would be completely ignored because of a season ending injury and that most would at least participate in their sport in one way or another. Especially when you consider just how many retired NASCAR drivers remain very much active in the sport in a supporting capacity, whether that be as a team owner (Dale Earnhardt, Sr. and Jr., Richard Petty, and Richard Childress come to mind), or broadcasters (Darrell Waltrip, Dale Jr., Jeff Burton, Jeff Gordon, Kyle Petty, Regan Smith, Clint Bowyer, Kevin Harvick, etc.), or, hell, Lightning's decision to become Cruz's racing coach at the end of Cars 3.
  • Lightning McQueen is being identified as the first rookie to ever win the Piston Cup, however, when Doc Hudson's trophies were discovered they are engraved "1951, 1952, 1953". Doc's license plate identifies him as a 1951. That would have made him a rookie when he won his 1951 Piston Cup. However, since most car models are released about six months before their model year (examples are the Chevrolet Lumina and the current Ford Fusion and Toyota Camry models), it is plausible that Doc was a rookie in 1950 with enough starts to not be classified as one in 1951.note 
  • On the last lap during the first race, one of Lightning's tires blows; in NASCAR, if there's an accident on the last lap where other cars and/or safety personnel might be at risk, the race is declared immediately over. Therefore, Lightning would've won the race anyway since he was in the lead, though it would've probably been met with controversy akin to Greg Biffle's win at the 2007 Lifelock 400 in Kansas.
    • Also during the final lap of the tiebreaker race, Chick purposefully makes The King crash in the infield. Since Lightning was way ahead of them, if the caution had been thrown right away, Lightning technically won the Piston Cup anyway since the video evidence would show he was in the lead even before willingly letting Chick cross the finish line. The field would be frozen at the instant of caution, but his efforts to get The King back to the finish line would be unchanged, and in fact would still have as much weight as in the actual film since it would be viewed as rather gentlemanly sportsmanship.

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