Hannibal is an unincorporated community located in Taylor County, Wisconsin, United States. Hannibal is located on Wisconsin Highway 73 and County Highway M north of Gilman, in the town of Cleveland. Today Hannibal is quiet, but once it was a bustling little economic hub at the junction of two logging railroads.