This article examines the association between dietary protein diversity and frailty risk in older Chinese adults. The key findings are: 1. Higher protein diversity was linked to lower frailty risk, with each 1-unit PDS increase reducing risk by 10%. 2. Consistently maintaining a high PDS over 4 years was associated with the lowest frailty odds.