It will be weathered gray in a couple years.
Or less. And it will look better than an artificial weathering job.
HOWEVER, your wood will not last as long as if you used a stain or other coating.
Here are a couple links of interest. Keep in mind that this organization exists to promote sales of cedar.
www.wrcla.org/pdf/WRCLA_Guide_to_Finishing.pdf
www.wrcla.org/pdf/Finishing_WRC_Siding_Solid_Stains.pdf