Methods and systems may include high speed camera to capture a video of a display output, a robotic arm to interact with a device, a processor, and a computer readable storage medium having a set of instructions. If executed by the processor, the instructions cause the system to identify one or more user experience characteristics based on the captured video, and generate a report based on the one or more user experience characteristics. The report may include a perceptional model score that is generated based on the user experience characteristics as well as other parameters. The user experience characteristics could include response time, frame rate and run time characteristics.