Due to multiple factors, expect to potentially pay more when booking in April. For low rates, June can be a great choice for travel to Durham. Flights to Durham from North Carolina in June are about $272 on average during June, but can be found for as low as $81.
Regardless of the time of day you decide to fly, the ticket price will remain around the same. Book flights from North Carolina to Durham as you normally would.