In general, soft dollar arrangements are normally for hedge funds. The hedge fund agrees to pay a higher commission to the executing broker or prime broker. That money gets set a side for the benefit of the hedge fund and can be used to pay for certain expenses like a Bloomberg Terminal, trading platforms and research. The GP of the hedge funds like this because the expenses come from the investors not from their performance fees.