Pure epidural cavernous hemangioma (ECH) of the spine are rare and account for only 4% of all epidural spinal lesions. We report a case of epidural cavernoma at L3/4 presenting with L4 radiculopathy. Radiological, intraoperative findings and histopathology are presented. We present the case of a 56-year-old man who was admitted with a right L4 radiculopathy including an M4 paresis of the right leg, hypoesthesia L4, and radicular pain. Magnetic resonance imaging (MRI) confirmed an extradural lesion L3/4 partially expanding into the right intervertebral foramen. The lesion had a heterogeneous signal, isointense on T1-weighted and hyperintense on proton density (PD) and T2-weighted images. At surgery, an epidural, ovoid, gray-red, soft mass, lightly adherent to the dura and extending to the right L4 foramen was observed. Findings in the histological examination indicated a cavernous hemangioma without signs of hemorrhage. Symptoms and paresis improved rapidly after surgery. The follow-up MRI showed complete resection of the lesion with no signs of radicular compression. Spinal ECH should be considered as a cause of chronic lumbar radiculopathy with atypical radiological findings. Early diagnosis and total removal of the spinal ECH might prevent hemorrhage and neurological deficits. Fewer than 50 cases of lumbar epidural spinal hemangioma have been reported until today, and our case report is adding valuable knowledge to the existing literature.