Did costly sea battles leave better records?

Did expensive sea battles require more accounting and leave better records of commitments and losses?

Yes. The greater expense encouraged accounting of the resources committed and lost.

Naval warfare was expensive. Those costs encouraged closer accounting of the resources committed and lost.