How to see past years Apple Card statements?

Use any internet browser, log into https://card.apple.com/ and click Statements in the sidebar.

or on your iPhone, open the Wallet app, tap "Card Balance" and scroll down to the Statements section.

Note that there are no annual statements (single statement for an entire year) but monthly statements for prior years are available using either of the above two methods.