This multicenter study analyzed 529 audio-recorded oncology patient encounters to assess the frequency and content of cost-related conversations in academic medical practices. Cost discussions occurred in 28% of encounters, typically lasting under 2 minutes, with patients initiating most conversations, which often went unaddressed by clinicians. The findings highlight the need for improved communication and systematic approaches to address financial concerns in cancer care.