We did this last year from pop, but our flight was at 7am so we were picked up at 4:15am. Initially I thought to reserve an Uber but it was an additional $50 so I just ordered one at about 4am. I was worried there would be no available, however within 15 minutes one arrived. I think at your time you'll be just fine to order in the morning.