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Background and purpose: Several studies in the literature have attempted to subjectively assess the degree of visualization of different neurovascular structures using different contrast agents and concentrations. Given the recent contrast shortages, we aim to objectively compare the radiopacity achieved with four angiographic contrast agents used in clinical practice. Methods: Isovue 370, Visipaque 320, Omnipaque 300, and Isovue 300 were each drawn up at 25%, 50%, 75%, and 100% concentrations and compared against normal saline and air syringes. CT scans were obtained, and regions of interest were analyzed for radiopacity using Hounsfield unit (HU) measurements. An aneurysm model with different contrast concentrations was also scanned and dimensions compared. Two‐tailed t‐tests and Cohen's d coefficients were applied to assess for differences in mean HU measurements. Results: Isovue 370 and Isovue 300 had the highest and lowest mean HU, respectively (p <.001). Visipaque 320 at 25% concentration had the lowest mean HU at −.76. Statistically similar agents (p <.05) were Visipaque 320 and Omnipaque 300 at a 100% concentration (p =.30), and Omnipaque 300 and Isovue 300 at a 25% concentration (p =.73). Aneurysm dimensions among Isovue 370, Visipaque 320, and Omnipaque 300 were all similar, whereas with Isovue 300, the dimensions were significantly smaller (p <.05). Conclusion: Isovue 370 provides the highest HU radiopacity and the most accurate aneurysm measurements. Angiographic measurements obtained with Isovue 300 may underestimate the actual aneurysmal dimensions. Visipaque 320 and Omnipaque 300 at 100% concentration have similar mean HUs and are beneficial for patients with chronic kidney or cardiac disease. [ABSTRACT FROM AUTHOR]