The high-performance cars worth around £450,000 were stolen in the early hours of Saturday at Tibenham Airfield near Diss.
The five motors taken included a gold Audi R8, a red Lamborghini Huracan, a black and orange Mercedes AMG, a white Porsche Cayman and a white and blue VW Golf Club Sport.
Car Chase Heroes, owners of the vehicles, had hired the airfield to run a weekend of driving experience days but following the theft had to cancel Saturday’s and Sunday’s sessions.
The business said the theft had left it “shocked” and “saddened” with 900 people left “disappointed” after the cancellation.
On Facebook, the firm appealed to the public to anyone who may have seen the cars.
“If anyone has seen or heard anything then please let either us or the police know.”
It is believed the criminals broke into a key safe at a secure unit and stole the cars between midnight and 4am – with locals in Tibenham reportedly hearing their whirring engines through the village.
The cars are very recognisable with the Mercedes having a distinct orange and black paint job and the VW having a custom Sale Sharks Rugby team livery.
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The firm is one of the UK’s largest track day providers and is believed to have around 60 more cars that will be available for the re-organised dates – the stolen cars are also reported to be insured.
Norfolk Police have been contacted for comment.