The Stallions (4-0) are now the only remaining unbeaten team in the league. The Bandits, meanwhile, dropped to 2-2 on the season.
Here are the top plays.
The scoring started in the first quarter with a field goal from Tyler Rausa to give Tampa Bay an early 3-0 lead.
Birmingham's lead didn't last long as Tampa Bay quarterback Jordan Ta'amu found Rashard Davis in the back of the end zone for a nine-yard touchdown pass. Rausa's point after sent the Bandits into halftime with a 10-7 lead.
Birmingham opened the second half with a field goal from Aubrey to tie the game at 10-10.
Aubrey continued to show off his leg strength with a 49-yard field goal to give Birmingham a 13-10 lead with 3:40 left in the third quarter.
Three more points from the leg of Aubrey extended the lead to 16-10.