here Sam's Club need annual fees of 260 RMB, and they provide good services.
While Walmart is free to shop, with cheaper goods and smaller volumes.
Sam's Club is high end, and decrease the varieties, focusing on the popular products. Meanwhile, Walmart is where you can find anything,nearly.
So far i haven't been to Costco in Shanghai, i will comment after the COVID.