I'm a huge fan of tournament arcs when they're done well!
I've heard Yu Yu Hakusho's tournament arc is pretty epic, but I never got that far.
So my vote goes to Naruto like the Naruto fangirl I am. That arc (technically the one before?) things started getting really dark, and it was pretty interesting to watch all the fights before fighting in Naruto became overblown.