The invention provides endothelial cell markers and kit for predicting a cancer immunotherapy effect. The endothelial cell markers are VWF, HYAC2, FAM124B, ROBO4, ARHGEF15, ACVRL1, TIE1 and MMRN2. Thekit comprises at least specific primers for VWF, HYAC2, FAM124B, ROBO4, ARHGEF15, ACVRL1, TIE1 or MMRN2 genes. The kit includes at least a specific primer for the VWF, HYAC2, FAM124B, ROBO4, ARHGEF15, ACVRL1, TIE1 or MMRN2 genes. In the technical scheme of the invention, compared with a traditional PD-L1 expression amount based biomarker for predicting a cancer immune checkpoint blocking treatment effect is higher in accuracy, and the curative effect of a cancer patient using the immune checkpoint blocking treatment can be better predicted. In addition, only a basic RT-qPCR technology is needed for detection, the operation is relatively simple, the cost is low, the endothelial cell markers and the kit can be operated by a medical institution with a clinical laboratory, are suitable for popularization and popularization, need fewer tissue samples and are suitable for early tumor application.