What weight capacity do I actually need?

Most reviewers suggest buying a bike rated at least 50 lb above the heaviest user's weight to preserve frame rigidity over years of use. Several models in this roundup are rated to 400 lb, which verified-purchase reviewers cite as a meaningful comfort and stability difference even for lighter users.