For bench rest games, 223 and 308 give you the biggest variety of loads for plinking, accuracy, etc.
I love 270, but it's expensive to shoot and most of the ammo is geared toward hunters. For whatever reason, it never caught on with the accuracy crowd.
If you're planning to handload, pick...