If it's a carrier fight, I'm going to go with the ship that can carry the most fighters/bombers.
More fighters mean more recon, more CAP, and more cover (for the bombers as well).
More bombers equates to a stonger ability to strike the opposing carrier. Most likely, niether carrier will...