Some iPhone 5S batteries charge slower than normal or hold a weaker charge but this only happens to "a limited number" of handsets and Apple has already started to replace affected units.
http://www.notebookcheck.net/Apple-acknowledges-iPhone-5S-battery-life-issues.104967.0.html