I usually azeotrope materials with benzene before I run certain reactions. Some reactions I don't bother unless I'm trying to squeeze every last % yield (lithiations ect), others like catalytic organometallic reactions and enantioselective (CBS) reductions it seems almost required to get even reasonable yields/ee's.