Magento is probably the most popular.
As with everything else, there is no best one of anything. It's what gets the job within the time and budget.
Shopify is pretty popular, as well as any number of other hosted cart systems.
Or - learn to write your own. Carts can be pretty simplistic to very complex pieces of software. Learning how to build one will teach you a lot about forms, transactions, CC processing, etc...