ATM Leaderboard tracks and ranks the checking balances of everyone who uses it, displaying a high-score list. Each participant is surreptitiously photographed at the moment of card insertion. MSCHF creates a miniature profile of each participant through the eyes of the machine: a face and a dollar amount. ATM Leaderboard is fully functional in the financial network; all balance checks and withdrawals are real.