Would there be a reason to cast a higher level version of a spell if there is no difference between it and it’s lower level version?
For instance:
Speak With Animals II seems to be the same as Speak With Animals I. There are other examples with other spells, but is there a reason to cast the different versions? Cost seems the same, effect seems the same…
Because you’ve already expended your spell slots for that level.