Wheeler Peak whee·ler·peak uncommon noun 1. a mountain peak in northeastern New Mexico in the Rocky Mountains SynonymsWheeler Peak Related words Broader terms mountain peak Parts RockiesNew Mexico WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.