I play in beer leagues in Denver (5,280 ft) and when I play in Monument (7,136 ft), I can feel the difference.
Even in our old man beer leagues, the difference in elevation is noticeable (probably more so given we’re in “slightly not as good of shape as the fellas on the UND hockey team).
I do think the ice cold Extra Gold after our games does help sooth the elevation effects though.