A journal is asking whether we want to go with a CC BY or a CC By-NC-ND license on a paper. Which one should we go with?

CC-BY means that anyone can use it but they have to give you credit. General rule of thumb is that this is favoured by funders. CC BY-NC-ND is restrictive, not only does it now allow commercial use it doesn't even allow modification.