I've found resource distribution to more even. That is, even if you don't have it in your immediate territory, it's only a short conquest away.
Personally, I'm glad that resources aren't "guaranteed" to each player. If they were, what would be the point of even having them? Look at the US, do you think we would spend money on Middle East wars if we weren't dependent on their oil?