Without a doubt, F-Zero GX. I spent a whole year beating all the staff ghosts, crafting an F-Zero AX machine that worked for me (I actually got to field test it in Funland Arcade in downtown Toronto - it will be missed), and generally mastering the game. To this day, I have never come across another such purely skill-based game that I have had the drive (har har) to master so thoroughly.
Super World Cup Fighter II: Championship 2010 Edition













