Especially if you have speakers of less than 8 Ohms, speaker cables can be critical- monoblocks allow the speaker cables to be shorter, thus reducing the artifact they might impose. If the monoblocks have balanced inputs, this can allow the interconnect cables to have no 'sound' of their own as well.
The power supplies of the amps are obviously not shared so the power for the amp will be cleaner. This can allow the amplifier lower IMD which is audible. Because there can be less current limitation to the power supply bass impact can be improved.