Rescuers broke a window to help the driver get out of one of the cars after it became partially submerged offshore near Lady Bird Johnson Park, Blunt said.
The other car was fully beneath the surface when rescuers arrived. Its driver had apparently freed himself and swam to shore, Blunt said.
Both drivers were reported to be in stable condition, authorities said.
It was not immediately clear why the vehicles left the roadway.