Regardless of the time of day you decide to fly, the ticket price will remain around the same. Book flights from Oxford to Exeter as you normally would.
Due to multiple factors, expect to potentially pay more when booking in August. For low rates, April can be a great choice for travel to Exeter. Flights to Exeter from Oxford in April are about £226 on average during April, but can be found for as low as £69.