Are There Mountains Between Sydney and Melbourne?

No. Both cities lie on coastal plains—Sydney in the Sydney Basin (NSW) and Melbourne on the Victorian Volcanic Plain. The ~870 km drive via the Hume Highway traverses rolling hills, river valleys, and farmland, but no significant mountain ranges. The Great Dividing Range runs parallel to the coast but stays well inland of the direct route.