When I was boarding the train on Tanimachi Line(谷町線) at Tanimachi 9 chome(谷町九丁目), two men speaking the standard Japanese came into my sight.
They sat down the couch and they said "Subways in Osaka are less crowded than those of Tokyo.".
Probably, they were surprised to know that some seats are available even during rush hours.