The present application discloses a method and a test machine platform for quickly searching for a common voltage of a display panel. The method includes: measure a flicker value of the display panel; perform a power conversion on the flicker value, and perform a unary quadratic function fitting on the converted flicker value and the corresponding common voltage; and obtain a common voltage value as a common voltage.