We consider random permutations which are spherically symmetric with respect to a metric on the symmetric group
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S n and are consistent asn varies. The extreme infinitely spherically symmetric permutation‐valued processes are identified for the Hamming, Kendall‐tau and Cayley metrics. The proofs in all three cases are based on a unified approach through stochastic monotonicity.