In response to detection of a selection of an accelerated frame rate operation associated with a video advertisement, a quantity of individual prioritized video frames of the video advertisement to render based upon a selected accelerated frame rate is determined. Accelerated frame rate rendering priority values assigned to the individual prioritized video frames of the video advertisement are identified. Based upon differences among the identified accelerated frame rate rendering priority values assigned to the individual prioritized video frames, a prioritized video frame subset of the individual prioritized video frames is determined. The prioritized video frame subset of the individual prioritized video frames is equal in number to the determined quantity of individual prioritized video frames of the video advertisement and is determined to yield a maximized cumulative set of the identified accelerated frame rate rendering priority values.