He was taken back to shore, but could not be resuscitated.
The boy was taken to Taranaki Base hospital for checks because he had swallowed sea water.
Police have yet to name the 30-year-old Aucklander who was swept out to sea by a wave in front of three friends while fishing at Homunga Bay, north of Waihi Beach, about 7pm on Tuesday.