My own personal preference is Highland Spring from a glass bottle as it's produced locally (just along the road from Tullibardine and Glenturret).
It has a clean untainted taste and IMHO does not influence the flavour of the dram (other than by dilution, obviously).
If I lived on Islay, no doubt I'd just stick a jug into the burn

