I must admit I try to get as high as practicable - precisely for the reasons heretofore advanced: no MATZ penetration needed, fewer conflicts, better radar coverage, better DME, etc., reception, and so on.
Where its not possible, then one is happy to route at lower levels. The thing is, whether to plan a flight entirely under VFR in sight of the surface, or whether to plan segments on top.