i sold my light aluminum cross geared for a heavy steel cross single and i love it.

i think the better component spec and better fit a bike is to you, the more you'll like it, nearly regardless of weight.

but i would say taking care of your knees come before parts swapping. gear down, stop riding fixed for cross season, etc?