The Rig Veda does provide important evidence of a migration, but not by narrating it. Rather, the vocabulary, grammar, and mythological content are so similar to the Avestan texts that a common linguistic origin seems inescapable. That of course doesn't demonstrate population replacement on its own, but lacking Starlink or even homing pigeons, some kind of migration was clearly involved.