When bike racing, it is said that aero mods start to be measurable about 10-12 mph.
When bike manufacturerers test their aero stuff they usually use 25-30 mph. Thus, the more time spent at speed, the more they will help. Aero mods will always help, unless they are really heavy, and cause use of extra energy to start up and stop.