The shooting happened near the intersection of Palm and Fedora about 7:30 pm.
According to police, the two suspects on foot fired multiple times at the three men, then ran to a four-door sedan with tinted windows that sped away.
A 30-year-old victim was rushed to hospital and is in critical condition, and another 26-year-old victim was injured, but doing well enough to speak to the police about the incident.
Police say they received at least 20 911 calls from residents after the shooting.