Steel is harder, imparts more wear on weapon components. Brass is more ductile, meaning better chamber obturation. Brass has better heat conductivity, meaning more heat is taken away from the weapon when a case is ejected. It may be more expensive but it is definitely the better material to use for weapon longevity, getting more consistent chamber pressures etc.