The masked men held up the Wells Fargo on FM 1960 near Cutten at around 11am. No shots were fired and no one was hurt during the robbery.
The suspects took off in a brown passenger car with an undisclosed amount of cash.
A wad of cash was later discovered across the street from the bank. The FBI believes the suspects may have tossed it out of their getaway car.