AlGaInP visible laser diode with lateral leaky waveguide structure has been demonstrated for the fust time. The laser has differential quantum efficiency as high as 43% from one facet in addition to fundamental-transverse-mode stability without facet coating. The high differential quantum efficiency is due to the low propagation loss of this laser.