The significance of asymmetric enhancement on cavernous sinus MRIs in the differential diagnosis of ischemic and inflammatory oculomotor cranial nerve (OCN) palsies remains controversial. This study explored the cavernous sinus MRI findings for cavernous sinus idiopathic inflammation (inflammation group), microvascular ischemic OCN palsy (ischemic group), and ocular myasthenia gravis (OMG group) patients.A total of 66, 117, and 60 patients were included in the inflammation, ischemic, and OMG groups, respectively. Cavernous sinus MRIs were retrospectively analyzed.The abnormality rates of cavernous sinus MRIs for OMG and ischemic groups were 41.7% (25/60) and 61.5% (72/117), respectively. Inconsistency rates between clinical topical diagnosis and imaging findings for inflammation and ischemic groups were 3.0% (2/66) and 13.7% (16/117), respectively (P = 0.020). In the inflammation group, cavernous sinus thickness, thickening enhancement, and enhancing adjacent lesions were noted in 90.9% (60/66), 71.2% (47/66), and 25.8% (17/66) of the patients, whereas in the ischemic group, they were noted in 51.3% (60/117), 38.5% (45/117), and 0.9% (3/117) of the patients, respectively (P < 0.001). Among ischemic CN III palsy patients, 55.5% (15/27) and 16.7% (2/12) of the cases had CN III enlargement and enhancement in the diabetic and nondiabetic groups, respectively (P = 0.037).Cavernous sinus MRI abnormalities can be explained by specific pathologic mechanisms of the primary disease based on the complex neuroanatomy. However, suspicious inflammatory changes cannot exclude the possibility of ischemia and over reliance on these findings should be avoided.Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the North American Neuro-Opthalmology Society.