In conclusion, this study revealed that MMR‐deficient UTUC was associated with younger age, lower NLR, less pathologically aggressive features with CD8‐positive TILs, and a favorable prognosis. Here, CD8A is linked to renal pelvis/ureter urothelial carcinoma.