Drugs that target the tumor vasculature and inhibit angiogenesis are widely used for cancer treatment. Individual tumors show large differences in vascularity, but it is uncertain how these differences affect responsiveness to anti-angiogenesis. We investigated this question using two closely related prostate cancer models that differ markedly in tumor vascularity: PC3, which has very low vascularity, and the PC3-derived cancer stem-like cell holoclone PC3/2G7, which forms tumors with high microvessel density, high tumor blood flow and low hypoxia compared to parental PC3 tumors. Three angiogenesis inhibitors (axitinib, sorafenib, DC101) all induced significantly greater decreases in tumor blood flow and microvessel density in PC3/2G7 tumors compared to PC3 tumors, as well as significantly greater decreases in tumor cell proliferation and cell viability and a greater increase in apoptosis. The increased sensitivity of PC3/2G7 tumors to anti-angiogenesis indicates they are less tolerant of low vascularity and suggests they become addicted to their oxygen- and nutrient-rich environment. PC3/2G7 tumors showed strong up-regulation of the pro-angiogenic factors CCL2 and VEGFA compared to PC3 tumors, which may contribute to their increased vascularity, and they have significantly lower endothelial cell pericyte coverage, which may contribute to their greater sensitivity to anti-angiogenesis. Interestingly, high levels of VEGF receptor-2 were expressed on PC3 but not PC3/2G7 tumor cells, which may contribute to the growth static response of PC3 tumors to VEGF-targeted anti-angiogenesis. Finally, prolonged anti-angiogenic treatment led to resumption of PC3/2G7 tumor growth and neo-vascularization, indicating these cancer stem-like cell-derived tumors can adapt and escape from anti-angiogenesis.