Taxis are about 20% (rough estimate) cheaper than Uber in Japan. That, plus the already mentioned abundance and good quality of service of taxis in Japan (as well as the ease of booking one through phone/internet/mobile apps), leaves no real reason for most people to use Uber in my opinion.