This answers depends on the size of the dog and the look you want.
Cape Cod Collars are meant for Medium to X Large Dogs.
Generally, we recommend the following:
Medium: Neck 14 to 18"
Large: Neck over 18"
For reference, our labs pictured are 75lbs w/ 22" necks wearing the Large.