I'm making a subtly different point. Pre-2002, the U.S. filled the role that the ICC does now. We would work multilaterally with a lot of different countries - many of whom are signatories of the Rome Statute now - to send UN peacekeeping forces to conflict areas and bring the perpetrators of genocide and crimes against humanity to justice. Post-2002 (and there was a lot going around in 2002-2004 to tarnish the U.S's international reputation besides the ICC), we became one of several parties that didn't sign the ICC. And now we seem to be actively retaliating against ICC judges, and not even for their decisions - this case is because the judge held that a decision could be made.
A lot of Americans believe that power is winning. There's a fight, and the side that wins is the more powerful one. But true power comes from not having anyone question your decisions, such that there is never a fight in the first place. And that's the dynamic I'm commenting on. Eisenhower was a powerful president even though he started no new wars (indeed, he ended the Korean war). With 70%+ approval ratings domestically and unquestioned economic supremacy abroad, he didn't need to.