The invention discloses a wear-resistant rubber particle capable of being formed by injection molding, a preparation method and application thereof, wherein the rubber particle comprises, by mass, 100parts of ethylene propylene diene monomer, 20-40 parts of an olefin block copolymer, 10-30 parts of a polyolefin elastomer, 15-45 parts of a reinforcing agent, 5-50 parts of a softening plasticizer,5-15 parts of an anti-wear agent, 1-4 parts of a vulcanizing agent, 1-2 parts of an auxiliary vulcanizing agent, 1-3 parts of stearic acid, 1-3 parts of zinc stearate, 2-10 parts of zinc oxide or zinccarbonate, 1-5 parts of an organic activator, 0.1-0.5 part of a coupling agent and 0-5 parts of color master batch. According to the invention, injection molding can be realized; the wear-resistant rubber particle can be used for manufacturing outsoles of sneakers or casual shoes, and various properties of the manufactured outsoles are obviously superior to the requirements of high-quality standards of the sneakers; and the wear-resistant rubber particle has the advantages of super wear resistance, high skid resistance, high elasticity, yellowing resistance, aging resistance, high and low temperature resistance, light weight and the like, particularly can achieve outsole manufacturing of complex three-dimensional structures, is low in material loss and high in yield.