It happened around 4 a.m. Monday in a neighborhood near Second and Washington.
When officers arrived on scene the man was in his car with his foot still on the gas pedal.
Police had to pull him to safety through the passenger side door.
Crews say the hydrant was sheared off which has caused a sinkhole to form.
They have been able to shut off the water and working to repair the damage.