They are the same thing represented in different units. Which value you pick depends on what units the variables in your equation have.

R=

For example, if you're using the ideal gas equation then R would be 8.314 if n was moles and T was in kelvin.

Conceptually it's the same as saying 2+2=3+1 = 16/4 = 4