Every incident is different, but the important thing is that if they don’t show up, then you win.  I have won by them taking too long to try me, so I moved for dismissal. I’ve won because the video of me running a light was inconclusive. I’ve won because I out-argued the cop on the facts. Once, they just surrendered to me by mail. But the most common reason I win is if the cop doesn’t show.