from a nutrition standpoint, water-packed tuna provides you with pure protein and a more subtle tuna flavor. oil-packed tuna, on the other hand, has a softer texture and stronger tuna flavor. both water-packed and oil-packed are excellent sources of protein and can be found from sustainable, non-gmo brands.