I think it showcases the "ALPHA" in a horse psychologically. When some horses get to lead the pack they are nearly impossible to beat. We use phrases like "Run them off their feet" which are cute to say but there's just something about some horses on the lead getting more and more confident during a race, particularly at that level.
I recall for most of his career, Game on Dude was the same way.
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