The two parties couldn't be more different today. Republicans are basically an authoritarian party that would be more at home in a place like Russia - or China - today.

That being said, democracies are about generating consensus between factions with otherwise irreconcilable differences.

There should be overlap on many fronts - that's kind of a feature, not a bug - at least in many cases.