Typically, Shape Length is used. One counterexample might be if you are looking for the shortest path through an underground system. You might prefer a longer path via duct banks, versus a shorter path through a trench that requires excavation, since the excavation might be more costly. In this case, you would set up a network attribute that represents these costs.

Reference

TraceConfiguration Class
TraceConfiguration Members