Officers were called at around 12.30am to Snapethorpe Gate and found a 69-year-old man had been assaulted following an altercation.
He suffered serious injuries and remains in hospital.
Enquiries remain ongoing into the incident.
Anyone with information should contact Wakefield CID on 101, quoting crime reference 13170336931.