Known problems of Phylogenetic Analysis
The definition of "best tree" is ambiguous. It might mean the most likely tree, or a tree with the fewest changes, or a tree best fit to a known model, etc..
The trees that result from various methods differ from each other. Never the less, in order to compare trees, one need to assume some evolutionary model so that the trees may be tested.