How Should Traders Compare Percentage Returns Across Different Account Sizes?

A monetary gain can look impressive on a larger account while representing a modest percentage return. When comparing trading performance, do you prioritise percentage return, absolute profit, risk taken, or consistency? What information is needed to make a fair comparison between traders?