I haven't read enough about the other PAKEs to know what offline attacks look like there, but the fact that they are endemic to PAKEs is a total footgun.

For example, one implementation of SRP I looked at used 8-digit codes (e.g. 12345678) to connect new devices to a network. Eight digits was enough to prevent brute-forcing by repeatedly sending codes to the server, but not enough to prevent an attacker from MITMing the connection and brute-forcing the code offline, because the server was using a bad RNG.