I2C is fast, simple n requires less wiring. But in my experience, I've seen a few components which are not compatible with the wire library and u might then require 2 different libraries for using I2C(1 for the board nd 1 for sensor) and this makes things more complex. So I'd suggest that u check the compatibility of your sensors.
If they are well compatible then I2C is the simplest.