I stayed in Shanghai, Tokyo, and Taipei over the summer last year. Taipei's metro is the best overall; certainly not as crowded as the other two. Convenience is about the same, i.e. payable by cash-loading debit cards. Tokyo's metro have gotten old. I honestly think, a couple of Tokyo's underground lines need to be replaced. Just remember, no food allowed in transit.