Box office is public and posts within days. AMC reports earnings weeks after a quarter closes. So we add up the quarter's grosses as they land and apply AMC's own per-guest economics — putting a revenue estimate on the board before the press release. The track record below is a walk-forward test: every quarter is called using only the box office and the quarters that came before it.