Newgarden worked his way past fellow Penske drivers Scott McLaughlin and poleman Will Power to grab the lead just before half distance of the 250-lap race.
That proved to be the key move, with Newgarden staying out front for his first win since the Indy 500 in May – and to keep up his 100% record on ovals this year.