Yes, post position influences the Kentucky Derby, and so does pace.
But estimating the degree of influence is no easy task. While basic considerations of condition, class, and speed figures are pre-race tangibles, the effect of post and pace are uncertain until after both gates open. The main gate is posts 1-14; auxiliary gate 15-20.