Wow, no way I could just have 1 favorite.
Heavy:
Browning M2 - longevity of course, versatility in both ground and air roles. Simplicity of design, caliber, and ability for mass production.
Rilfe caliber:
MG42 - the use of stamped sheet metal receivers, delayed roller locking lugs, quick...