The two drivers were travelling at high speed along Lambton Road at Broadmeadow just after 1am on Wednesday morning, but police lost sight of the pair due to the speed they were travelling.
Police say after continuing to patrol the area, they detected one motorcyclist on Lambton Road turning into Chilcott Street.
He was found standing next to his motorcycle on Pride Avenue.
Police allege he threw the bike to the ground and attempted to flee.
The 27-year-old underwent mandatory blood and urine testing.
He was charged with a number of offences including reckless driving, driving an unregistered vehicle, supply and possession of prohibited drugs.