The utility came to a stop after running out of petrol on Pottsville Road in Mooball.
A man and woman ran from the scene and attempted to access a nearby house, but were arrested.
Police allege they located a small amount of methylamphetamine, cannabis, ammunition, and a knife during a search of the pair.
The 27-year-old man was charged with a string of offences, including driving in a manner dangerous, exceeding the speed limit by more than 45km/h, possessing a prohibited drug, and driving whilst disqualified.
Among other charges, the 24-year-old woman was charged with possessing a prohibited drug.