The hash function in this case is used purely for generating an integer from a small binary blob (bucket/key pair) and that integer is the deterministic artifact that tells Riak Core which machines and hash partitions are supposed to own that data.

The performance impact of that is massively dwarfed (by probably 3+ orders of magnitude) by everything else that's going on in the critical sequential read/write path.