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Somehow tens of millions of people don't have this problem. Is there a particular router model involved?

Generally Netgear, TP-Link, and sometimes Microtik are used. Netgear and TP-Link seem to both have the same clash.

Not really. I do know the network they are on has a few extra security protocols (such as no torrent allowed).