No, not all brain tumors are cancerous. Brain tumors can either be malignant or benign. Malignant tumors have cancerous cells and are capable of spreading to health brain tissue nearby. Benign tumors, on the other hand, typically do not spread to other areas and issues created by them mostly result from these tumors pressing on certain areas of the brain.