Histopathology evaluation is the gold standard for diagnosing clear cell (ccRCC), papillary (pRCC), and chromophobe (chRCC) renal cell carcinoma (RCC). However, inter-rater variability has been reported, and the whole-slide histopathology images likely contain underutilized biological signals predictive of genomic profiles.