Const won't necessarily make things faster but constant values will (whether or not explicitly inferred). I noticed, for example, a 2x+ speedup in one of my ray tracers by downgrading my dynamic 2d/3d/4d vector class* to always have a constant size of 3.
* (poor choice, I know)