In my experience on YouTube, you typically need over 100% APV (the average view duration) on a video under 30 seconds to have it perform well.
Obviously, this will usually go down over time as YouTube pushes it out to new audiences, but you can use this as a good metric for predicting video performance.
Will report more later.